warning: commands will be executed using /bin/sh
job 1306 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	12
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 738126 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12808 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 4 contains 12865 members 
Mstep: Class 5 contains 12997 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 12995 members 
Mstep: Class 8 contains 13073 members 
Mstep: Class 9 contains 12868 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 11 contains 12965 members 
Mstep: Class 12 contains 12682 members 
Mstep: Class 13 contains 12727 members 
Mstep: Class 14 contains 12856 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 12977 members 
Mstep: Class 17 contains 13074 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 13013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 279.275452 but Gain 2017.156250
Score: -28365808.000000 Penalty: 36308.777344
Iteration 0F: 19 clusters Score -2.836581e+07 nChanged 231465
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 14854 members 
Mstep: Class 5 contains 62127 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 17548 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 16206 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 13661 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 19381 members 
Mstep: Class 18 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1537.886719 but Gain 2017.152344
Score: -29130554.000000 Penalty: 34291.625000
Iteration 1F: 18 clusters Score -2.913055e+07 nChanged 77290
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 13298 members 
Mstep: Class 4 contains 17034 members 
Mstep: Class 5 contains 71619 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 13626 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 15463 members 
Mstep: Class 13 contains 3049 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 1065 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 18186 members 
Mstep: Class 18 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1153.173584 but Gain 2017.154297
Score: -29247156.000000 Penalty: 32274.470703
Iteration 2F: 17 clusters Score -2.924716e+07 nChanged 52716
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 17069 members 
Mstep: Class 5 contains 78759 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 10 contains 1590 members 
Mstep: Class 11 contains 3071 members 
Mstep: Class 12 contains 16403 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 7941 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 16647 members 
Mstep: Class 18 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29304446.000000 Penalty: 32274.470703
Iteration 3F: 17 clusters Score -2.930445e+07 nChanged 36844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 15965 members 
Mstep: Class 5 contains 83025 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 17428 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 16621 members 
Mstep: Class 18 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29334668.000000 Penalty: 32274.470703
Iteration 4F: 17 clusters Score -2.933467e+07 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 14668 members 
Mstep: Class 5 contains 85309 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 12 contains 17864 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 17597 members 
Mstep: Class 18 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29353666.000000 Penalty: 32274.470703
Iteration 5F: 17 clusters Score -2.935367e+07 nChanged 20626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 13255 members 
Mstep: Class 5 contains 86792 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 17859 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 14 contains 3554 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 18615 members 
Mstep: Class 18 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1809.355713 but Gain 2017.156250
Score: -29367062.000000 Penalty: 30257.314453
Iteration 6F: 16 clusters Score -2.936706e+07 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 9362 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 11887 members 
Mstep: Class 5 contains 88286 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 17546 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 20117 members 
Mstep: Class 18 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29379114.000000 Penalty: 30257.314453
Iteration 7F: 16 clusters Score -2.937911e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 89402 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 17097 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 1202 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 20757 members 
Mstep: Class 18 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29386826.000000 Penalty: 30257.314453
Iteration 8F: 16 clusters Score -2.938683e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 9471 members 
Mstep: Class 5 contains 90654 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 1276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29392896.000000 Penalty: 30257.314453
Iteration 9Q: 16 clusters Score -2.93929e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 92011 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 1978 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 21652 members 
Mstep: Class 18 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29397562.000000 Penalty: 30257.314453
Iteration 10Q: 16 clusters Score -2.939756e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 8306 members 
Mstep: Class 5 contains 93576 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 22051 members 
Mstep: Class 18 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29401088.000000 Penalty: 30257.314453
Iteration 11Q: 16 clusters Score -2.940109e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 11599 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 95115 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 15585 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 22484 members 
Mstep: Class 18 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29404142.000000 Penalty: 30257.314453
Iteration 12Q: 16 clusters Score -2.940414e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 96642 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 1343 members 
Mstep: Class 12 contains 15239 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 22870 members 
Mstep: Class 18 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29406468.000000 Penalty: 30257.314453
Iteration 13Q: 16 clusters Score -2.940647e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 12434 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 98046 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 14934 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 23236 members 
Mstep: Class 18 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29408456.000000 Penalty: 30257.314453
Iteration 14Q: 16 clusters Score -2.940846e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 12892 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 99290 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 14679 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 23563 members 
Mstep: Class 18 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409894.000000 Penalty: 30257.314453
Iteration 15Q: 16 clusters Score -2.940989e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 13342 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 100476 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 14477 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 23890 members 
Mstep: Class 18 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29411430.000000 Penalty: 30257.314453
Iteration 16Q: 16 clusters Score -2.941143e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 2236 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 101564 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 14303 members 
Mstep: Class 13 contains 4552 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 18 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29412668.000000 Penalty: 30257.314453
Iteration 17Q: 16 clusters Score -2.941267e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 7235 members 
Mstep: Class 5 contains 102598 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 1683 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 24481 members 
Mstep: Class 18 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414118.000000 Penalty: 30257.314453
Iteration 18Q: 16 clusters Score -2.941412e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 103605 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 14047 members 
Mstep: Class 13 contains 4437 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415556.000000 Penalty: 30257.314453
Iteration 19Q: 16 clusters Score -2.941556e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 14743 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 104533 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 10 contains 886 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 13951 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417120.000000 Penalty: 30257.314453
Iteration 20F: 16 clusters Score -2.941712e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 7061 members 
Mstep: Class 5 contains 105412 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13868 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 25062 members 
Mstep: Class 18 contains 1847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418220.000000 Penalty: 30257.314453
Iteration 21Q: 16 clusters Score -2.941822e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 15332 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 5 contains 106297 members 
Mstep: Class 6 contains 965 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13785 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 25223 members 
Mstep: Class 18 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419064.000000 Penalty: 30257.314453
Iteration 22Q: 16 clusters Score -2.941906e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 15577 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 5 contains 107170 members 
Mstep: Class 6 contains 995 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 18 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420014.000000 Penalty: 30257.314453
Iteration 23Q: 16 clusters Score -2.942001e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 6990 members 
Mstep: Class 5 contains 107984 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 10 contains 828 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 25373 members 
Mstep: Class 18 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420768.000000 Penalty: 30257.314453
Iteration 24Q: 16 clusters Score -2.942077e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 16096 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 108800 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 17 contains 25357 members 
Mstep: Class 18 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421526.000000 Penalty: 30257.314453
Iteration 25Q: 16 clusters Score -2.942153e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 109659 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 3553 members 
Mstep: Class 17 contains 25262 members 
Mstep: Class 18 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422106.000000 Penalty: 30257.314453
Iteration 26Q: 16 clusters Score -2.942211e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 16560 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 110468 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 3973 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 25122 members 
Mstep: Class 18 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422662.000000 Penalty: 30257.314453
Iteration 27Q: 16 clusters Score -2.942266e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 16781 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 6999 members 
Mstep: Class 5 contains 111241 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29423296.000000 Penalty: 30257.314453
Iteration 28Q: 16 clusters Score -2.94233e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 16999 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 7009 members 
Mstep: Class 5 contains 111997 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 13 contains 3838 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 4005 members 
Mstep: Class 17 contains 24722 members 
Mstep: Class 18 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29423902.000000 Penalty: 30257.314453
Iteration 29Q: 16 clusters Score -2.94239e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 17183 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 112738 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13431 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424450.000000 Penalty: 30257.314453
Iteration 30Q: 16 clusters Score -2.942445e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 17336 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 7015 members 
Mstep: Class 5 contains 113484 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13420 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 24029 members 
Mstep: Class 18 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425006.000000 Penalty: 30257.314453
Iteration 31Q: 16 clusters Score -2.942501e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 7009 members 
Mstep: Class 5 contains 114249 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13410 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 17 contains 23532 members 
Mstep: Class 18 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425918.000000 Penalty: 30257.314453
Iteration 32Q: 16 clusters Score -2.942592e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 17599 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 115005 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13407 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 23024 members 
Mstep: Class 18 contains 2806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427044.000000 Penalty: 30257.314453
Iteration 33Q: 16 clusters Score -2.942704e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 17721 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 115711 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13401 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 5970 members 
Mstep: Class 17 contains 22584 members 
Mstep: Class 18 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428058.000000 Penalty: 30257.314453
Iteration 34Q: 16 clusters Score -2.942806e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 17802 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 116434 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13401 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 18 contains 2967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428922.000000 Penalty: 30257.314453
Iteration 35Q: 16 clusters Score -2.942892e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 17876 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 117150 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13420 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6584 members 
Mstep: Class 17 contains 22109 members 
Mstep: Class 18 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429634.000000 Penalty: 30257.314453
Iteration 36Q: 16 clusters Score -2.942963e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 117864 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 3413 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 22041 members 
Mstep: Class 18 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430166.000000 Penalty: 30257.314453
Iteration 37Q: 16 clusters Score -2.943017e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 17998 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 118598 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 13458 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 22049 members 
Mstep: Class 18 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430564.000000 Penalty: 30257.314453
Iteration 38Q: 16 clusters Score -2.943056e+07 nChanged 1856
Entering ConstructFrom: 
Score: -29430564.000000 Penalty: 30257.314453
Entering ConstructFrom: 
Trying to split cluster 1 (45198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Entering Unmasked Estep 
Score: -5472734.000000 Penalty: 1741.806274
	Iteration 0F: 2 clusters Score -5472734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5442802.000000 Penalty: 3483.612549
	Iteration 0F: 3 clusters Score -5442802 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -5454864.000000 Penalty: 3483.612549
	Iteration 1F: 3 clusters Score -5454864 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5455570.000000 Penalty: 3483.612549
	Iteration 2Q: 3 clusters Score -5455570 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5456364.000000 Penalty: 3483.612549
	Iteration 3Q: 3 clusters Score -5456364 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5457384.000000 Penalty: 3483.612549
	Iteration 4Q: 3 clusters Score -5457384 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5458664.500000 Penalty: 3483.612549
	Iteration 5F: 3 clusters Score -5458664 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5460290.500000 Penalty: 3483.612549
	Iteration 6F: 3 clusters Score -5460290 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5462040.500000 Penalty: 3483.612549
	Iteration 7F: 3 clusters Score -5462040 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -5463752.000000 Penalty: 3483.612549
	Iteration 8F: 3 clusters Score -5463752 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5465288.500000 Penalty: 3483.612549
	Iteration 9F: 3 clusters Score -5465288 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5466457.000000 Penalty: 3483.612549
	Iteration 10Q: 3 clusters Score -5466457 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5467193.500000 Penalty: 3483.612549
	Iteration 11Q: 3 clusters Score -5467194 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5467583.500000 Penalty: 3483.612549
	Iteration 12Q: 3 clusters Score -5467584 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5467860.000000 Penalty: 3483.612549
	Iteration 13Q: 3 clusters Score -5467860 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5468017.500000 Penalty: 3483.612549
	Iteration 14Q: 3 clusters Score -5468018 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5468172.000000 Penalty: 3483.612549
	Iteration 15Q: 3 clusters Score -5468172 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5468265.000000 Penalty: 3483.612549
	Iteration 16Q: 3 clusters Score -5468265 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5468364.000000 Penalty: 3483.612549
	Iteration 17Q: 3 clusters Score -5468364 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5468447.000000 Penalty: 3483.612549
	Iteration 18Q: 3 clusters Score -5468447 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -5468524.000000 Penalty: 3483.612549
	Iteration 19Q: 3 clusters Score -5468524 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5468589.000000 Penalty: 3483.612549
	Iteration 20F: 3 clusters Score -5468589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5468661.500000 Penalty: 3483.612549
	Iteration 21Q: 3 clusters Score -5468662 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5468705.000000 Penalty: 3483.612549
	Iteration 22Q: 3 clusters Score -5468705 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -5468755.000000 Penalty: 3483.612549
	Iteration 23Q: 3 clusters Score -5468755 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -5468799.000000 Penalty: 3483.612549
	Iteration 24Q: 3 clusters Score -5468799 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5468871.500000 Penalty: 3483.612549
	Iteration 25Q: 3 clusters Score -5468872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5468949.000000 Penalty: 3483.612549
	Iteration 26Q: 3 clusters Score -5468949 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5469035.500000 Penalty: 3483.612549
	Iteration 27Q: 3 clusters Score -5469036 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5469097.000000 Penalty: 3483.612549
	Iteration 28Q: 3 clusters Score -5469097 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -5469169.000000 Penalty: 3483.612549
	Iteration 29Q: 3 clusters Score -5469169 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5469231.000000 Penalty: 3483.612549
	Iteration 30Q: 3 clusters Score -5469231 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5469278.000000 Penalty: 3483.612549
	Iteration 31Q: 3 clusters Score -5469278 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -5469371.500000 Penalty: 3483.612549
	Iteration 32Q: 3 clusters Score -5469372 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5469452.000000 Penalty: 3483.612549
	Iteration 33Q: 3 clusters Score -5469452 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -5469547.500000 Penalty: 3483.612549
	Iteration 34Q: 3 clusters Score -5469548 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -5469595.000000 Penalty: 3483.612549
	Iteration 35Q: 3 clusters Score -5469595 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5469656.500000 Penalty: 3483.612549
	Iteration 36Q: 3 clusters Score -5469656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5469712.500000 Penalty: 3483.612549
	Iteration 37Q: 3 clusters Score -5469712 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -5469820.000000 Penalty: 3483.612549
	Iteration 38Q: 3 clusters Score -5469820 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -5469939.000000 Penalty: 3483.612549
	Iteration 39Q: 3 clusters Score -5469939 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5470024.500000 Penalty: 3483.612549
	Iteration 40F: 3 clusters Score -5470024 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -5470107.500000 Penalty: 3483.612549
	Iteration 41Q: 3 clusters Score -5470108 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -5470218.000000 Penalty: 3483.612549
	Iteration 42Q: 3 clusters Score -5470218 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -5470321.000000 Penalty: 3483.612549
	Iteration 43Q: 3 clusters Score -5470321 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5470425.000000 Penalty: 3483.612549
	Iteration 44Q: 3 clusters Score -5470425 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -5470511.000000 Penalty: 3483.612549
	Iteration 45Q: 3 clusters Score -5470511 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -5470609.500000 Penalty: 3483.612549
	Iteration 46Q: 3 clusters Score -5470610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5470692.500000 Penalty: 3483.612549
	Iteration 47Q: 3 clusters Score -5470692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -5470788.500000 Penalty: 3483.612549
	Iteration 48Q: 3 clusters Score -5470788 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5470846.000000 Penalty: 3483.612549
	Iteration 49Q: 3 clusters Score -5470846 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5470942.500000 Penalty: 3483.612549
	Iteration 50Q: 3 clusters Score -5470942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5471043.000000 Penalty: 3483.612549
	Iteration 51Q: 3 clusters Score -5471043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5471129.500000 Penalty: 3483.612549
	Iteration 52Q: 3 clusters Score -5471130 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5471215.500000 Penalty: 3483.612549
	Iteration 53Q: 3 clusters Score -5471216 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5471275.000000 Penalty: 3483.612549
	Iteration 54Q: 3 clusters Score -5471275 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5471367.000000 Penalty: 3483.612549
	Iteration 55Q: 3 clusters Score -5471367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5471416.000000 Penalty: 3483.612549
	Iteration 56Q: 3 clusters Score -5471416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5471429.000000 Penalty: 3483.612549
	Iteration 57Q: 3 clusters Score -5471429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5471459.500000 Penalty: 3483.612549
	Iteration 58Q: 3 clusters Score -5471460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5471497.500000 Penalty: 3483.612549
	Iteration 59Q: 3 clusters Score -5471498 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5471527.500000 Penalty: 3483.612549
	Iteration 60F: 3 clusters Score -5471528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5471549.500000 Penalty: 3483.612549
	Iteration 61Q: 3 clusters Score -5471550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5471590.500000 Penalty: 3483.612549
	Iteration 62Q: 3 clusters Score -5471590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5471600.500000 Penalty: 3483.612549
	Iteration 63Q: 3 clusters Score -5471600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5471650.500000 Penalty: 3483.612549
	Iteration 64Q: 3 clusters Score -5471650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5471678.000000 Penalty: 3483.612549
	Iteration 65Q: 3 clusters Score -5471678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5471690.500000 Penalty: 3483.612549
	Iteration 66Q: 3 clusters Score -5471690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5471712.000000 Penalty: 3483.612549
	Iteration 67Q: 3 clusters Score -5471712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5471736.500000 Penalty: 3483.612549
	Iteration 68Q: 3 clusters Score -5471736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5471770.000000 Penalty: 3483.612549
	Iteration 69Q: 3 clusters Score -5471770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5471804.000000 Penalty: 3483.612549
	Iteration 70Q: 3 clusters Score -5471804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5471809.500000 Penalty: 3483.612549
	Iteration 71Q: 3 clusters Score -5471810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5471815.000000 Penalty: 3483.612549
	Iteration 72Q: 3 clusters Score -5471815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5471830.000000 Penalty: 3483.612549
	Iteration 73Q: 3 clusters Score -5471830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5471828.000000 Penalty: 3483.612549
	Iteration 74Q: 3 clusters Score -5471828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5471826.000000 Penalty: 3483.612549
	Iteration 75Q: 3 clusters Score -5471826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5471831.500000 Penalty: 3483.612549
	Iteration 76Q: 3 clusters Score -5471832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5471842.500000 Penalty: 3483.612549
	Iteration 77Q: 3 clusters Score -5471842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5471847.000000 Penalty: 3483.612549
	Iteration 78Q: 3 clusters Score -5471847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5471855.500000 Penalty: 3483.612549
	Iteration 79Q: 3 clusters Score -5471856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5471865.500000 Penalty: 3483.612549
	Iteration 80F: 3 clusters Score -5471866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5471872.000000 Penalty: 3483.612549
	Iteration 81Q: 3 clusters Score -5471872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5471878.000000 Penalty: 3483.612549
	Iteration 82Q: 3 clusters Score -5471878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5471878.000000 Penalty: 3483.612549
	Iteration 83Q: 3 clusters Score -5471878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5471889.000000 Penalty: 3483.612549
	Iteration 84Q: 3 clusters Score -5471889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5471889.500000 Penalty: 3483.612549
	Iteration 85Q: 3 clusters Score -5471890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5471890.000000 Penalty: 3483.612549
	Iteration 86Q: 3 clusters Score -5471890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5471890.000000 Penalty: 3483.612549
	Iteration 87Q: 3 clusters Score -5471890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5471896.500000 Penalty: 3483.612549
	Iteration 88Q: 3 clusters Score -5471896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5471900.000000 Penalty: 3483.612549
	Iteration 89Q: 3 clusters Score -5471900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5471899.000000 Penalty: 3483.612549
	Iteration 90Q: 3 clusters Score -5471899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5471899.500000 Penalty: 3483.612549
	Iteration 91Q: 3 clusters Score -5471900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5471901.500000 Penalty: 3483.612549
	Iteration 92Q: 3 clusters Score -5471902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5471896.000000 Penalty: 3483.612549
	Iteration 93Q: 3 clusters Score -5471896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5471902.500000 Penalty: 3483.612549
	Iteration 94Q: 3 clusters Score -5471902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5471907.500000 Penalty: 3483.612549
	Iteration 95Q: 3 clusters Score -5471908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5471909.500000 Penalty: 3483.612549
	Iteration 96Q: 3 clusters Score -5471910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5471913.000000 Penalty: 3483.612549
	Iteration 97Q: 3 clusters Score -5471913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5471920.500000 Penalty: 3483.612549
	Iteration 98Q: 3 clusters Score -5471920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5471920.000000 Penalty: 3483.612549
	Iteration 99Q: 3 clusters Score -5471920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5471919.000000 Penalty: 3483.612549
	Iteration 100F: 3 clusters Score -5471919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5471920.500000 Penalty: 3483.612549
	Iteration 101Q: 3 clusters Score -5471920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5471921.000000 Penalty: 3483.612549
	Iteration 102Q: 3 clusters Score -5471921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5471919.000000 Penalty: 3483.612549
	Iteration 103Q: 3 clusters Score -5471919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5471919.000000 Penalty: 3483.612549
	Iteration 104F: 3 clusters Score -5471919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Entering Unmasked Estep 
Score: -2145938.500000 Penalty: 1592.340088
	Iteration 0F: 2 clusters Score -2145938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2133618.250000 Penalty: 3184.680176
	Iteration 0F: 3 clusters Score -2133618 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2137888.750000 Penalty: 3184.680176
	Iteration 1F: 3 clusters Score -2137889 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2138247.500000 Penalty: 3184.680176
	Iteration 2F: 3 clusters Score -2138248 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2138565.000000 Penalty: 3184.680176
	Iteration 3Q: 3 clusters Score -2138565 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2138837.750000 Penalty: 3184.680176
	Iteration 4Q: 3 clusters Score -2138838 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2139095.000000 Penalty: 3184.680176
	Iteration 5Q: 3 clusters Score -2139095 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2139351.000000 Penalty: 3184.680176
	Iteration 6Q: 3 clusters Score -2139351 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2139610.250000 Penalty: 3184.680176
	Iteration 7Q: 3 clusters Score -2139610 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2139930.250000 Penalty: 3184.680176
	Iteration 8Q: 3 clusters Score -2139930 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2140313.500000 Penalty: 3184.680176
	Iteration 9Q: 3 clusters Score -2140314 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2140798.500000 Penalty: 3184.680176
	Iteration 10Q: 3 clusters Score -2140798 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2141402.500000 Penalty: 3184.680176
	Iteration 11Q: 3 clusters Score -2141402 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2142052.750000 Penalty: 3184.680176
	Iteration 12Q: 3 clusters Score -2142053 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2142657.500000 Penalty: 3184.680176
	Iteration 13Q: 3 clusters Score -2142658 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2143162.250000 Penalty: 3184.680176
	Iteration 14Q: 3 clusters Score -2143162 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2143573.750000 Penalty: 3184.680176
	Iteration 15Q: 3 clusters Score -2143574 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2143844.250000 Penalty: 3184.680176
	Iteration 16Q: 3 clusters Score -2143844 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2144082.500000 Penalty: 3184.680176
	Iteration 17Q: 3 clusters Score -2144082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2144245.000000 Penalty: 3184.680176
	Iteration 18Q: 3 clusters Score -2144245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2144333.500000 Penalty: 3184.680176
	Iteration 19Q: 3 clusters Score -2144334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2144391.750000 Penalty: 3184.680176
	Iteration 20F: 3 clusters Score -2144392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2144436.750000 Penalty: 3184.680176
	Iteration 21Q: 3 clusters Score -2144437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2144472.000000 Penalty: 3184.680176
	Iteration 22Q: 3 clusters Score -2144472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2144500.500000 Penalty: 3184.680176
	Iteration 23Q: 3 clusters Score -2144500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2144517.250000 Penalty: 3184.680176
	Iteration 24Q: 3 clusters Score -2144517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2144516.500000 Penalty: 3184.680176
	Iteration 25Q: 3 clusters Score -2144516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2144520.250000 Penalty: 3184.680176
	Iteration 26Q: 3 clusters Score -2144520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2144529.750000 Penalty: 3184.680176
	Iteration 27Q: 3 clusters Score -2144530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2144533.000000 Penalty: 3184.680176
	Iteration 28Q: 3 clusters Score -2144533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2144534.000000 Penalty: 3184.680176
	Iteration 29Q: 3 clusters Score -2144534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2144535.750000 Penalty: 3184.680176
	Iteration 30Q: 3 clusters Score -2144536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2144539.000000 Penalty: 3184.680176
	Iteration 31Q: 3 clusters Score -2144539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2144543.750000 Penalty: 3184.680176
	Iteration 32Q: 3 clusters Score -2144544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2144548.750000 Penalty: 3184.680176
	Iteration 33Q: 3 clusters Score -2144549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2144549.000000 Penalty: 3184.680176
	Iteration 34Q: 3 clusters Score -2144549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2144553.250000 Penalty: 3184.680176
	Iteration 35Q: 3 clusters Score -2144553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2144554.250000 Penalty: 3184.680176
	Iteration 36Q: 3 clusters Score -2144554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2144556.500000 Penalty: 3184.680176
	Iteration 37Q: 3 clusters Score -2144556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2144558.250000 Penalty: 3184.680176
	Iteration 38Q: 3 clusters Score -2144558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2144563.000000 Penalty: 3184.680176
	Iteration 39Q: 3 clusters Score -2144563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2144565.500000 Penalty: 3184.680176
	Iteration 40F: 3 clusters Score -2144566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2144564.000000 Penalty: 3184.680176
	Iteration 41Q: 3 clusters Score -2144564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2144565.500000 Penalty: 3184.680176
	Iteration 42Q: 3 clusters Score -2144566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2144565.500000 Penalty: 3184.680176
	Iteration 43Q: 3 clusters Score -2144566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2144567.000000 Penalty: 3184.680176
	Iteration 44Q: 3 clusters Score -2144567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2144567.000000 Penalty: 3184.680176
	Iteration 45F: 3 clusters Score -2144567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -328781.718750 Penalty: 1287.249512
	Iteration 0F: 2 clusters Score -328781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -326193.812500 Penalty: 2574.499023
	Iteration 0F: 3 clusters Score -326193.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -326776.718750 Penalty: 2574.499023
	Iteration 1F: 3 clusters Score -326776.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -326904.093750 Penalty: 2574.499023
	Iteration 2F: 3 clusters Score -326904.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326992.375000 Penalty: 2574.499023
	Iteration 3F: 3 clusters Score -326992.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -327047.375000 Penalty: 2574.499023
	Iteration 4Q: 3 clusters Score -327047.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -327092.187500 Penalty: 2574.499023
	Iteration 5Q: 3 clusters Score -327092.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -327141.625000 Penalty: 2574.499023
	Iteration 6Q: 3 clusters Score -327141.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -327189.875000 Penalty: 2574.499023
	Iteration 7Q: 3 clusters Score -327189.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -327225.687500 Penalty: 2574.499023
	Iteration 8Q: 3 clusters Score -327225.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -327253.562500 Penalty: 2574.499023
	Iteration 9Q: 3 clusters Score -327253.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -327285.531250 Penalty: 2574.499023
	Iteration 10Q: 3 clusters Score -327285.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -327310.656250 Penalty: 2574.499023
	Iteration 11Q: 3 clusters Score -327310.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -327333.187500 Penalty: 2574.499023
	Iteration 12Q: 3 clusters Score -327333.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -327358.406250 Penalty: 2574.499023
	Iteration 13Q: 3 clusters Score -327358.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327392.218750 Penalty: 2574.499023
	Iteration 14Q: 3 clusters Score -327392.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -327429.937500 Penalty: 2574.499023
	Iteration 15Q: 3 clusters Score -327429.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -327462.406250 Penalty: 2574.499023
	Iteration 16Q: 3 clusters Score -327462.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -327485.375000 Penalty: 2574.499023
	Iteration 17Q: 3 clusters Score -327485.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -327508.937500 Penalty: 2574.499023
	Iteration 18Q: 3 clusters Score -327508.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327527.875000 Penalty: 2574.499023
	Iteration 19Q: 3 clusters Score -327527.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -327535.375000 Penalty: 2574.499023
	Iteration 20F: 3 clusters Score -327535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -327539.781250 Penalty: 2574.499023
	Iteration 21Q: 3 clusters Score -327539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327545.093750 Penalty: 2574.499023
	Iteration 22Q: 3 clusters Score -327545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -327550.562500 Penalty: 2574.499023
	Iteration 23Q: 3 clusters Score -327550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -327556.750000 Penalty: 2574.499023
	Iteration 24Q: 3 clusters Score -327556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -327564.156250 Penalty: 2574.499023
	Iteration 25Q: 3 clusters Score -327564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -327569.281250 Penalty: 2574.499023
	Iteration 26Q: 3 clusters Score -327569.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -327575.125000 Penalty: 2574.499023
	Iteration 27Q: 3 clusters Score -327575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -327580.468750 Penalty: 2574.499023
	Iteration 28Q: 3 clusters Score -327580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -327585.281250 Penalty: 2574.499023
	Iteration 29Q: 3 clusters Score -327585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -327588.343750 Penalty: 2574.499023
	Iteration 30Q: 3 clusters Score -327588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -327590.656250 Penalty: 2574.499023
	Iteration 31Q: 3 clusters Score -327590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -327595.093750 Penalty: 2574.499023
	Iteration 32Q: 3 clusters Score -327595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327596.843750 Penalty: 2574.499023
	Iteration 33Q: 3 clusters Score -327596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -327599.031250 Penalty: 2574.499023
	Iteration 34Q: 3 clusters Score -327599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -327600.156250 Penalty: 2574.499023
	Iteration 35Q: 3 clusters Score -327600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -327602.156250 Penalty: 2574.499023
	Iteration 36Q: 3 clusters Score -327602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -327604.531250 Penalty: 2574.499023
	Iteration 37Q: 3 clusters Score -327604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -327605.218750 Penalty: 2574.499023
	Iteration 38Q: 3 clusters Score -327605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -327607.562500 Penalty: 2574.499023
	Iteration 39Q: 3 clusters Score -327607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -327609.187500 Penalty: 2574.499023
	Iteration 40F: 3 clusters Score -327609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -327610.468750 Penalty: 2574.499023
	Iteration 41Q: 3 clusters Score -327610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -327612.218750 Penalty: 2574.499023
	Iteration 42Q: 3 clusters Score -327612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -327613.031250 Penalty: 2574.499023
	Iteration 43Q: 3 clusters Score -327613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -327614.625000 Penalty: 2574.499023
	Iteration 44Q: 3 clusters Score -327614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -327616.531250 Penalty: 2574.499023
	Iteration 45Q: 3 clusters Score -327616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -327618.031250 Penalty: 2574.499023
	Iteration 46Q: 3 clusters Score -327618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -327618.031250 Penalty: 2574.499023
	Iteration 47F: 3 clusters Score -327618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Entering Unmasked Estep 
Score: -869215.187500 Penalty: 1439.577271
	Iteration 0F: 2 clusters Score -869215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -864012.000000 Penalty: 2879.154541
	Iteration 0F: 3 clusters Score -864012 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -865571.187500 Penalty: 2879.154541
	Iteration 1F: 3 clusters Score -865571.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -865781.000000 Penalty: 2879.154541
	Iteration 2F: 3 clusters Score -865781 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -865978.437500 Penalty: 2879.154541
	Iteration 3F: 3 clusters Score -865978.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -866184.375000 Penalty: 2879.154541
	Iteration 4F: 3 clusters Score -866184.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -866422.687500 Penalty: 2879.154541
	Iteration 5F: 3 clusters Score -866422.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -866674.625000 Penalty: 2879.154541
	Iteration 6F: 3 clusters Score -866674.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -866960.062500 Penalty: 2879.154541
	Iteration 7F: 3 clusters Score -866960.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -867238.500000 Penalty: 2879.154541
	Iteration 8Q: 3 clusters Score -867238.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -867478.437500 Penalty: 2879.154541
	Iteration 9Q: 3 clusters Score -867478.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -867660.812500 Penalty: 2879.154541
	Iteration 10Q: 3 clusters Score -867660.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -867791.875000 Penalty: 2879.154541
	Iteration 11Q: 3 clusters Score -867791.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -867880.187500 Penalty: 2879.154541
	Iteration 12Q: 3 clusters Score -867880.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -867927.437500 Penalty: 2879.154541
	Iteration 13Q: 3 clusters Score -867927.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -867951.500000 Penalty: 2879.154541
	Iteration 14Q: 3 clusters Score -867951.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -867972.000000 Penalty: 2879.154541
	Iteration 15Q: 3 clusters Score -867972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -867982.687500 Penalty: 2879.154541
	Iteration 16Q: 3 clusters Score -867982.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -867986.937500 Penalty: 2879.154541
	Iteration 17Q: 3 clusters Score -867986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -867994.437500 Penalty: 2879.154541
	Iteration 18Q: 3 clusters Score -867994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -868000.562500 Penalty: 2879.154541
	Iteration 19Q: 3 clusters Score -868000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -868006.562500 Penalty: 2879.154541
	Iteration 20F: 3 clusters Score -868006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -868014.500000 Penalty: 2879.154541
	Iteration 21Q: 3 clusters Score -868014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -868022.562500 Penalty: 2879.154541
	Iteration 22Q: 3 clusters Score -868022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -868028.125000 Penalty: 2879.154541
	Iteration 23Q: 3 clusters Score -868028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -868031.375000 Penalty: 2879.154541
	Iteration 24Q: 3 clusters Score -868031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -868035.937500 Penalty: 2879.154541
	Iteration 25Q: 3 clusters Score -868035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -868037.437500 Penalty: 2879.154541
	Iteration 26Q: 3 clusters Score -868037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -868040.250000 Penalty: 2879.154541
	Iteration 27Q: 3 clusters Score -868040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -868041.812500 Penalty: 2879.154541
	Iteration 28Q: 3 clusters Score -868041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -868042.125000 Penalty: 2879.154541
	Iteration 29Q: 3 clusters Score -868042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -868042.125000 Penalty: 2879.154541
	Iteration 30F: 3 clusters Score -868042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Entering Unmasked Estep 
Score: -14536245.000000 Penalty: 1899.598999
	Iteration 0F: 2 clusters Score -1.453624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -14459279.000000 Penalty: 3799.197998
	Iteration 0F: 3 clusters Score -1.445928e+07 nChanged 57198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -14492329.000000 Penalty: 3799.197998
	Iteration 1F: 3 clusters Score -1.449233e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -14493319.000000 Penalty: 3799.197998
	Iteration 2Q: 3 clusters Score -1.449332e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -14494755.000000 Penalty: 3799.197998
	Iteration 3Q: 3 clusters Score -1.449476e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -14496649.000000 Penalty: 3799.197998
	Iteration 4Q: 3 clusters Score -1.449665e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -14499518.000000 Penalty: 3799.197998
	Iteration 5F: 3 clusters Score -1.449952e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -14503514.000000 Penalty: 3799.197998
	Iteration 6F: 3 clusters Score -1.450351e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -14508784.000000 Penalty: 3799.197998
	Iteration 7F: 3 clusters Score -1.450878e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -14514691.000000 Penalty: 3799.197998
	Iteration 8F: 3 clusters Score -1.451469e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -14519989.000000 Penalty: 3799.197998
	Iteration 9F: 3 clusters Score -1.451999e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -14524500.000000 Penalty: 3799.197998
	Iteration 10Q: 3 clusters Score -1.45245e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -14527712.000000 Penalty: 3799.197998
	Iteration 11Q: 3 clusters Score -1.452771e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -14529762.000000 Penalty: 3799.197998
	Iteration 12Q: 3 clusters Score -1.452976e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -14531262.000000 Penalty: 3799.197998
	Iteration 13Q: 3 clusters Score -1.453126e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 115485 members 
Entering Unmasked Estep 
Score: -14532249.000000 Penalty: 3799.197998
	Iteration 14Q: 3 clusters Score -1.453225e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -14533038.000000 Penalty: 3799.197998
	Iteration 15Q: 3 clusters Score -1.453304e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -14533611.000000 Penalty: 3799.197998
	Iteration 16Q: 3 clusters Score -1.453361e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -14533983.000000 Penalty: 3799.197998
	Iteration 17Q: 3 clusters Score -1.453398e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 118456 members 
Entering Unmasked Estep 
Score: -14534172.000000 Penalty: 3799.197998
	Iteration 18Q: 3 clusters Score -1.453417e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 118641 members 
Entering Unmasked Estep 
Score: -14534299.000000 Penalty: 3799.197998
	Iteration 19Q: 3 clusters Score -1.45343e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -14534394.000000 Penalty: 3799.197998
	Iteration 20F: 3 clusters Score -1.453439e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 118857 members 
Entering Unmasked Estep 
Score: -14534471.000000 Penalty: 3799.197998
	Iteration 21Q: 3 clusters Score -1.453447e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 118907 members 
Entering Unmasked Estep 
Score: -14534519.000000 Penalty: 3799.197998
	Iteration 22Q: 3 clusters Score -1.453452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -14534529.000000 Penalty: 3799.197998
	Iteration 23Q: 3 clusters Score -1.453453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 118950 members 
Entering Unmasked Estep 
Score: -14534530.000000 Penalty: 3799.197998
	Iteration 24Q: 3 clusters Score -1.453453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -14534550.000000 Penalty: 3799.197998
	Iteration 25Q: 3 clusters Score -1.453455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -14534550.000000 Penalty: 3799.197998
	Iteration 26Q: 3 clusters Score -1.453455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -14534550.000000 Penalty: 3799.197998
	Iteration 27Q: 3 clusters Score -1.453455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -14534577.000000 Penalty: 3799.197998
	Iteration 28Q: 3 clusters Score -1.453458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -14534592.000000 Penalty: 3799.197998
	Iteration 29Q: 3 clusters Score -1.453459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -14534593.000000 Penalty: 3799.197998
	Iteration 30Q: 3 clusters Score -1.453459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -14534606.000000 Penalty: 3799.197998
	Iteration 31Q: 3 clusters Score -1.453461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 119015 members 
Entering Unmasked Estep 
Score: -14534596.000000 Penalty: 3799.197998
	Iteration 32Q: 3 clusters Score -1.45346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -14534595.000000 Penalty: 3799.197998
	Iteration 33Q: 3 clusters Score -1.45346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -14534603.000000 Penalty: 3799.197998
	Iteration 34Q: 3 clusters Score -1.45346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -14534600.000000 Penalty: 3799.197998
	Iteration 35Q: 3 clusters Score -1.45346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -14534606.000000 Penalty: 3799.197998
	Iteration 36Q: 3 clusters Score -1.453461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -14534611.000000 Penalty: 3799.197998
	Iteration 37Q: 3 clusters Score -1.453461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -14534607.000000 Penalty: 3799.197998
	Iteration 38Q: 3 clusters Score -1.453461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -14534606.000000 Penalty: 3799.197998
	Iteration 39Q: 3 clusters Score -1.453461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -14534602.000000 Penalty: 3799.197998
	Iteration 40F: 3 clusters Score -1.45346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -128558.257812 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -128558.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127044.359375 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -127044.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127311.914062 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -127311.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127371.085938 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -127371.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127394.273438 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -127394.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127418.101562 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -127418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127433.218750 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -127433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127448.085938 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -127448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127464.546875 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -127464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127468.601562 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -127468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127470.539062 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -127470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127472.437500 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -127472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127473.835938 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -127473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127474.710938 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -127474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127477.054688 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -127477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127477.054688 Penalty: 2278.644531
	Iteration 14F: 3 clusters Score -127477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -83661.117188 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -83661.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82379.960938 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -82379.96 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82552.968750 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -82552.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82607.601562 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -82607.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82636.812500 Penalty: 2158.808105
	Iteration 3Q: 3 clusters Score -82636.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82650.882812 Penalty: 2158.808105
	Iteration 4Q: 3 clusters Score -82650.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82660.390625 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -82660.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82669.554688 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -82669.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82673.843750 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -82673.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82676.460938 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -82676.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82680.953125 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -82680.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82683.898438 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -82683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82686.593750 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -82686.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82691.507812 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -82691.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82692.109375 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -82692.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82692.109375 Penalty: 2158.808105
	Iteration 14F: 3 clusters Score -82692.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -54666.902344 Penalty: 971.568909
	Iteration 0F: 2 clusters Score -54666.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53699.804688 Penalty: 1943.137817
	Iteration 0F: 3 clusters Score -53699.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54013.117188 Penalty: 1943.137817
	Iteration 1F: 3 clusters Score -54013.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54538.046875 Penalty: 1943.137817
	Iteration 2F: 3 clusters Score -54538.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55255.082031 Penalty: 1943.137817
	Iteration 3F: 3 clusters Score -55255.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55944.500000 Penalty: 1943.137817
	Iteration 4F: 3 clusters Score -55944.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56377.214844 Penalty: 1943.137817
	Iteration 5F: 3 clusters Score -56377.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56489.718750 Penalty: 1943.137817
	Iteration 6Q: 3 clusters Score -56489.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56499.453125 Penalty: 1943.137817
	Iteration 7Q: 3 clusters Score -56499.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56592.136719 Penalty: 1943.137817
	Iteration 8Q: 3 clusters Score -56592.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56592.136719 Penalty: 1943.137817
	Iteration 9F: 3 clusters Score -56592.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 119353 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 13464 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 22142 members 
Mstep: Class 18 contains 3257 members 
Entering Unmasked Estep 
Score: -29431596.000000 Penalty: 32274.470703
Splitting cluster 11 changes total score from -29430564.000000 to -29431596.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (13464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Entering Unmasked Estep 
Score: -1655212.125000 Penalty: 1545.013306
	Iteration 0F: 2 clusters Score -1655212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1645811.625000 Penalty: 3090.026611
	Iteration 0F: 3 clusters Score -1645812 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1649074.000000 Penalty: 3090.026611
	Iteration 1F: 3 clusters Score -1649074 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1649383.750000 Penalty: 3090.026611
	Iteration 2F: 3 clusters Score -1649384 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1649648.375000 Penalty: 3090.026611
	Iteration 3Q: 3 clusters Score -1649648 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1649944.375000 Penalty: 3090.026611
	Iteration 4Q: 3 clusters Score -1649944 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1650325.375000 Penalty: 3090.026611
	Iteration 5F: 3 clusters Score -1650325 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1650831.875000 Penalty: 3090.026611
	Iteration 6F: 3 clusters Score -1650832 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1651468.125000 Penalty: 3090.026611
	Iteration 7F: 3 clusters Score -1651468 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1652147.375000 Penalty: 3090.026611
	Iteration 8F: 3 clusters Score -1652147 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1652774.375000 Penalty: 3090.026611
	Iteration 9Q: 3 clusters Score -1652774 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1653232.375000 Penalty: 3090.026611
	Iteration 10Q: 3 clusters Score -1653232 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1653528.000000 Penalty: 3090.026611
	Iteration 11Q: 3 clusters Score -1653528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1653683.000000 Penalty: 3090.026611
	Iteration 12Q: 3 clusters Score -1653683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1653783.250000 Penalty: 3090.026611
	Iteration 13Q: 3 clusters Score -1653783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1653831.625000 Penalty: 3090.026611
	Iteration 14Q: 3 clusters Score -1653832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1653867.500000 Penalty: 3090.026611
	Iteration 15Q: 3 clusters Score -1653868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1653892.250000 Penalty: 3090.026611
	Iteration 16Q: 3 clusters Score -1653892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1653908.375000 Penalty: 3090.026611
	Iteration 17Q: 3 clusters Score -1653908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1653922.125000 Penalty: 3090.026611
	Iteration 18Q: 3 clusters Score -1653922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1653940.000000 Penalty: 3090.026611
	Iteration 19Q: 3 clusters Score -1653940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1653949.875000 Penalty: 3090.026611
	Iteration 20F: 3 clusters Score -1653950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1653956.375000 Penalty: 3090.026611
	Iteration 21Q: 3 clusters Score -1653956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1653962.000000 Penalty: 3090.026611
	Iteration 22Q: 3 clusters Score -1653962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1653970.875000 Penalty: 3090.026611
	Iteration 23Q: 3 clusters Score -1653971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1653975.625000 Penalty: 3090.026611
	Iteration 24Q: 3 clusters Score -1653976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1653977.750000 Penalty: 3090.026611
	Iteration 25Q: 3 clusters Score -1653978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1653976.000000 Penalty: 3090.026611
	Iteration 26Q: 3 clusters Score -1653976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1653976.375000 Penalty: 3090.026611
	Iteration 27Q: 3 clusters Score -1653976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1653976.500000 Penalty: 3090.026611
	Iteration 28Q: 3 clusters Score -1653976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1653976.875000 Penalty: 3090.026611
	Iteration 29Q: 3 clusters Score -1653977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1653975.750000 Penalty: 3090.026611
	Iteration 30Q: 3 clusters Score -1653976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1653978.750000 Penalty: 3090.026611
	Iteration 31Q: 3 clusters Score -1653979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1653977.625000 Penalty: 3090.026611
	Iteration 32Q: 3 clusters Score -1653978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1653978.750000 Penalty: 3090.026611
	Iteration 33Q: 3 clusters Score -1653979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1653980.625000 Penalty: 3090.026611
	Iteration 34Q: 3 clusters Score -1653981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1653979.000000 Penalty: 3090.026611
	Iteration 35Q: 3 clusters Score -1653979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1653981.500000 Penalty: 3090.026611
	Iteration 36Q: 3 clusters Score -1653982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1653983.750000 Penalty: 3090.026611
	Iteration 37Q: 3 clusters Score -1653984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1653985.500000 Penalty: 3090.026611
	Iteration 38Q: 3 clusters Score -1653986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1653985.500000 Penalty: 3090.026611
	Iteration 39F: 3 clusters Score -1653986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -389513.687500 Penalty: 1320.990967
	Iteration 0F: 2 clusters Score -389513.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -386507.687500 Penalty: 2641.981934
	Iteration 0F: 3 clusters Score -386507.7 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -387261.406250 Penalty: 2641.981934
	Iteration 1F: 3 clusters Score -387261.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -387402.906250 Penalty: 2641.981934
	Iteration 2F: 3 clusters Score -387402.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -387491.750000 Penalty: 2641.981934
	Iteration 3Q: 3 clusters Score -387491.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -387571.500000 Penalty: 2641.981934
	Iteration 4Q: 3 clusters Score -387571.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -387635.156250 Penalty: 2641.981934
	Iteration 5Q: 3 clusters Score -387635.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -387703.125000 Penalty: 2641.981934
	Iteration 6Q: 3 clusters Score -387703.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -387768.593750 Penalty: 2641.981934
	Iteration 7Q: 3 clusters Score -387768.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -387813.468750 Penalty: 2641.981934
	Iteration 8Q: 3 clusters Score -387813.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -387848.468750 Penalty: 2641.981934
	Iteration 9Q: 3 clusters Score -387848.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -387877.000000 Penalty: 2641.981934
	Iteration 10Q: 3 clusters Score -387877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -387910.406250 Penalty: 2641.981934
	Iteration 11Q: 3 clusters Score -387910.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -387947.843750 Penalty: 2641.981934
	Iteration 12Q: 3 clusters Score -387947.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -387990.781250 Penalty: 2641.981934
	Iteration 13Q: 3 clusters Score -387990.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -388035.375000 Penalty: 2641.981934
	Iteration 14Q: 3 clusters Score -388035.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -388071.343750 Penalty: 2641.981934
	Iteration 15Q: 3 clusters Score -388071.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -388105.468750 Penalty: 2641.981934
	Iteration 16Q: 3 clusters Score -388105.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -388139.093750 Penalty: 2641.981934
	Iteration 17Q: 3 clusters Score -388139.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388172.000000 Penalty: 2641.981934
	Iteration 18Q: 3 clusters Score -388172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -388205.875000 Penalty: 2641.981934
	Iteration 19Q: 3 clusters Score -388205.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -388237.843750 Penalty: 2641.981934
	Iteration 20F: 3 clusters Score -388237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -388256.781250 Penalty: 2641.981934
	Iteration 21Q: 3 clusters Score -388256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -388270.843750 Penalty: 2641.981934
	Iteration 22Q: 3 clusters Score -388270.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -388283.531250 Penalty: 2641.981934
	Iteration 23Q: 3 clusters Score -388283.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -388296.125000 Penalty: 2641.981934
	Iteration 24Q: 3 clusters Score -388296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -388306.031250 Penalty: 2641.981934
	Iteration 25Q: 3 clusters Score -388306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -388317.937500 Penalty: 2641.981934
	Iteration 26Q: 3 clusters Score -388317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -388330.656250 Penalty: 2641.981934
	Iteration 27Q: 3 clusters Score -388330.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -388341.062500 Penalty: 2641.981934
	Iteration 28Q: 3 clusters Score -388341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -388350.406250 Penalty: 2641.981934
	Iteration 29Q: 3 clusters Score -388350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -388356.468750 Penalty: 2641.981934
	Iteration 30Q: 3 clusters Score -388356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -388361.281250 Penalty: 2641.981934
	Iteration 31Q: 3 clusters Score -388361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -388364.343750 Penalty: 2641.981934
	Iteration 32Q: 3 clusters Score -388364.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -388372.437500 Penalty: 2641.981934
	Iteration 33Q: 3 clusters Score -388372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -388376.718750 Penalty: 2641.981934
	Iteration 34Q: 3 clusters Score -388376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -388382.812500 Penalty: 2641.981934
	Iteration 35Q: 3 clusters Score -388382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -388385.062500 Penalty: 2641.981934
	Iteration 36Q: 3 clusters Score -388385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -388385.062500 Penalty: 2641.981934
	Iteration 37F: 3 clusters Score -388385.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -210830.625000 Penalty: 1214.373779
	Iteration 0F: 2 clusters Score -210830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208894.343750 Penalty: 2428.747559
	Iteration 0F: 3 clusters Score -208894.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209264.203125 Penalty: 2428.747559
	Iteration 1F: 3 clusters Score -209264.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209380.500000 Penalty: 2428.747559
	Iteration 2F: 3 clusters Score -209380.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -209456.265625 Penalty: 2428.747559
	Iteration 3F: 3 clusters Score -209456.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -209499.156250 Penalty: 2428.747559
	Iteration 4Q: 3 clusters Score -209499.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -209518.062500 Penalty: 2428.747559
	Iteration 5Q: 3 clusters Score -209518.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -209530.625000 Penalty: 2428.747559
	Iteration 6Q: 3 clusters Score -209530.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -209542.765625 Penalty: 2428.747559
	Iteration 7Q: 3 clusters Score -209542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -209555.250000 Penalty: 2428.747559
	Iteration 8Q: 3 clusters Score -209555.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -209571.265625 Penalty: 2428.747559
	Iteration 9Q: 3 clusters Score -209571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209586.703125 Penalty: 2428.747559
	Iteration 10Q: 3 clusters Score -209586.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209599.953125 Penalty: 2428.747559
	Iteration 11Q: 3 clusters Score -209600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -209608.109375 Penalty: 2428.747559
	Iteration 12Q: 3 clusters Score -209608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -209616.109375 Penalty: 2428.747559
	Iteration 13Q: 3 clusters Score -209616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -209625.109375 Penalty: 2428.747559
	Iteration 14Q: 3 clusters Score -209625.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -209641.875000 Penalty: 2428.747559
	Iteration 15Q: 3 clusters Score -209641.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -209658.515625 Penalty: 2428.747559
	Iteration 16Q: 3 clusters Score -209658.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -209668.437500 Penalty: 2428.747559
	Iteration 17Q: 3 clusters Score -209668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -209678.671875 Penalty: 2428.747559
	Iteration 18Q: 3 clusters Score -209678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -209687.421875 Penalty: 2428.747559
	Iteration 19Q: 3 clusters Score -209687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209692.140625 Penalty: 2428.747559
	Iteration 20F: 3 clusters Score -209692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -209697.203125 Penalty: 2428.747559
	Iteration 21Q: 3 clusters Score -209697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -209703.968750 Penalty: 2428.747559
	Iteration 22Q: 3 clusters Score -209704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -209708.453125 Penalty: 2428.747559
	Iteration 23Q: 3 clusters Score -209708.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -209715.265625 Penalty: 2428.747559
	Iteration 24Q: 3 clusters Score -209715.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -209722.937500 Penalty: 2428.747559
	Iteration 25Q: 3 clusters Score -209722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -209730.468750 Penalty: 2428.747559
	Iteration 26Q: 3 clusters Score -209730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -209735.796875 Penalty: 2428.747559
	Iteration 27Q: 3 clusters Score -209735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -209741.406250 Penalty: 2428.747559
	Iteration 28Q: 3 clusters Score -209741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -209742.625000 Penalty: 2428.747559
	Iteration 29Q: 3 clusters Score -209742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -209743.656250 Penalty: 2428.747559
	Iteration 30Q: 3 clusters Score -209743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -209745.046875 Penalty: 2428.747559
	Iteration 31Q: 3 clusters Score -209745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -209747.859375 Penalty: 2428.747559
	Iteration 32Q: 3 clusters Score -209747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -209750.890625 Penalty: 2428.747559
	Iteration 33Q: 3 clusters Score -209750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -209754.578125 Penalty: 2428.747559
	Iteration 34Q: 3 clusters Score -209754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -209756.734375 Penalty: 2428.747559
	Iteration 35Q: 3 clusters Score -209756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -209762.000000 Penalty: 2428.747559
	Iteration 36Q: 3 clusters Score -209762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209768.390625 Penalty: 2428.747559
	Iteration 37Q: 3 clusters Score -209768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -209772.625000 Penalty: 2428.747559
	Iteration 38Q: 3 clusters Score -209772.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -209783.031250 Penalty: 2428.747559
	Iteration 39Q: 3 clusters Score -209783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -209786.359375 Penalty: 2428.747559
	Iteration 40F: 3 clusters Score -209786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -209788.812500 Penalty: 2428.747559
	Iteration 41Q: 3 clusters Score -209788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -209791.093750 Penalty: 2428.747559
	Iteration 42Q: 3 clusters Score -209791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -209792.453125 Penalty: 2428.747559
	Iteration 43Q: 3 clusters Score -209792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -209794.234375 Penalty: 2428.747559
	Iteration 44Q: 3 clusters Score -209794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -209794.625000 Penalty: 2428.747559
	Iteration 45Q: 3 clusters Score -209794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209795.218750 Penalty: 2428.747559
	Iteration 46Q: 3 clusters Score -209795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -209795.718750 Penalty: 2428.747559
	Iteration 47Q: 3 clusters Score -209795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209796.140625 Penalty: 2428.747559
	Iteration 48Q: 3 clusters Score -209796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209796.140625 Penalty: 2428.747559
	Iteration 49F: 3 clusters Score -209796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -52918.722656 Penalty: 1013.410034
	Iteration 0F: 2 clusters Score -52918.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51901.625000 Penalty: 2026.820068
	Iteration 0F: 3 clusters Score -51901.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52058.609375 Penalty: 2026.820068
	Iteration 1F: 3 clusters Score -52058.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52147.894531 Penalty: 2026.820068
	Iteration 2F: 3 clusters Score -52147.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52201.152344 Penalty: 2026.820068
	Iteration 3F: 3 clusters Score -52201.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52239.191406 Penalty: 2026.820068
	Iteration 4Q: 3 clusters Score -52239.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52282.316406 Penalty: 2026.820068
	Iteration 5Q: 3 clusters Score -52282.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52300.187500 Penalty: 2026.820068
	Iteration 6Q: 3 clusters Score -52300.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52317.234375 Penalty: 2026.820068
	Iteration 7Q: 3 clusters Score -52317.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52337.332031 Penalty: 2026.820068
	Iteration 8Q: 3 clusters Score -52337.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52348.371094 Penalty: 2026.820068
	Iteration 9Q: 3 clusters Score -52348.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52356.769531 Penalty: 2026.820068
	Iteration 10Q: 3 clusters Score -52356.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52366.296875 Penalty: 2026.820068
	Iteration 11Q: 3 clusters Score -52366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52377.722656 Penalty: 2026.820068
	Iteration 12Q: 3 clusters Score -52377.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52380.550781 Penalty: 2026.820068
	Iteration 13Q: 3 clusters Score -52380.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52382.847656 Penalty: 2026.820068
	Iteration 14Q: 3 clusters Score -52382.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52384.492188 Penalty: 2026.820068
	Iteration 15Q: 3 clusters Score -52384.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52384.492188 Penalty: 2026.820068
	Iteration 16F: 3 clusters Score -52384.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Entering Unmasked Estep 
Score: -842280.062500 Penalty: 1435.721802
	Iteration 0F: 2 clusters Score -842280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -837182.062500 Penalty: 2871.443604
	Iteration 0F: 3 clusters Score -837182.1 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -838706.000000 Penalty: 2871.443604
	Iteration 1F: 3 clusters Score -838706 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -838941.875000 Penalty: 2871.443604
	Iteration 2F: 3 clusters Score -838941.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -839189.187500 Penalty: 2871.443604
	Iteration 3F: 3 clusters Score -839189.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -839522.312500 Penalty: 2871.443604
	Iteration 4F: 3 clusters Score -839522.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -839968.812500 Penalty: 2871.443604
	Iteration 5F: 3 clusters Score -839968.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -840492.625000 Penalty: 2871.443604
	Iteration 6F: 3 clusters Score -840492.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -840932.000000 Penalty: 2871.443604
	Iteration 7F: 3 clusters Score -840932 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -841151.500000 Penalty: 2871.443604
	Iteration 8Q: 3 clusters Score -841151.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -841235.187500 Penalty: 2871.443604
	Iteration 9Q: 3 clusters Score -841235.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -841271.062500 Penalty: 2871.443604
	Iteration 10Q: 3 clusters Score -841271.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -841301.437500 Penalty: 2871.443604
	Iteration 11Q: 3 clusters Score -841301.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -841323.687500 Penalty: 2871.443604
	Iteration 12Q: 3 clusters Score -841323.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -841340.875000 Penalty: 2871.443604
	Iteration 13Q: 3 clusters Score -841340.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -841358.687500 Penalty: 2871.443604
	Iteration 14Q: 3 clusters Score -841358.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -841368.312500 Penalty: 2871.443604
	Iteration 15Q: 3 clusters Score -841368.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -841377.312500 Penalty: 2871.443604
	Iteration 16Q: 3 clusters Score -841377.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -841384.000000 Penalty: 2871.443604
	Iteration 17Q: 3 clusters Score -841384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -841387.875000 Penalty: 2871.443604
	Iteration 18Q: 3 clusters Score -841387.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -841392.812500 Penalty: 2871.443604
	Iteration 19Q: 3 clusters Score -841392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -841395.562500 Penalty: 2871.443604
	Iteration 20F: 3 clusters Score -841395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -841396.687500 Penalty: 2871.443604
	Iteration 21Q: 3 clusters Score -841396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -841396.000000 Penalty: 2871.443604
	Iteration 22Q: 3 clusters Score -841396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -841396.000000 Penalty: 2871.443604
	Iteration 23Q: 3 clusters Score -841396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -841398.125000 Penalty: 2871.443604
	Iteration 24Q: 3 clusters Score -841398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -841399.187500 Penalty: 2871.443604
	Iteration 25Q: 3 clusters Score -841399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -841402.875000 Penalty: 2871.443604
	Iteration 26Q: 3 clusters Score -841402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -841405.812500 Penalty: 2871.443604
	Iteration 27Q: 3 clusters Score -841405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -841406.500000 Penalty: 2871.443604
	Iteration 28Q: 3 clusters Score -841406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -841407.187500 Penalty: 2871.443604
	Iteration 29Q: 3 clusters Score -841407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -841408.125000 Penalty: 2871.443604
	Iteration 30Q: 3 clusters Score -841408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -841408.875000 Penalty: 2871.443604
	Iteration 31Q: 3 clusters Score -841408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -841413.187500 Penalty: 2871.443604
	Iteration 32Q: 3 clusters Score -841413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -841414.875000 Penalty: 2871.443604
	Iteration 33Q: 3 clusters Score -841414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -841417.062500 Penalty: 2871.443604
	Iteration 34Q: 3 clusters Score -841417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -841420.125000 Penalty: 2871.443604
	Iteration 35Q: 3 clusters Score -841420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -841423.187500 Penalty: 2871.443604
	Iteration 36Q: 3 clusters Score -841423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -841423.312500 Penalty: 2871.443604
	Iteration 37Q: 3 clusters Score -841423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -841424.500000 Penalty: 2871.443604
	Iteration 38Q: 3 clusters Score -841424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -841426.812500 Penalty: 2871.443604
	Iteration 39Q: 3 clusters Score -841426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -841425.500000 Penalty: 2871.443604
	Iteration 40F: 3 clusters Score -841425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -841425.500000 Penalty: 2871.443604
	Iteration 41Q: 3 clusters Score -841425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -841426.875000 Penalty: 2871.443604
	Iteration 42Q: 3 clusters Score -841426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -841426.562500 Penalty: 2871.443604
	Iteration 43Q: 3 clusters Score -841426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -841429.625000 Penalty: 2871.443604
	Iteration 44Q: 3 clusters Score -841429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -841430.125000 Penalty: 2871.443604
	Iteration 45Q: 3 clusters Score -841430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -841431.937500 Penalty: 2871.443604
	Iteration 46Q: 3 clusters Score -841431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -841431.937500 Penalty: 2871.443604
	Iteration 47F: 3 clusters Score -841431.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Entering Unmasked Estep 
Score: -2705115.500000 Penalty: 1625.850220
	Iteration 0F: 2 clusters Score -2705116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2690131.250000 Penalty: 3251.700439
	Iteration 0F: 3 clusters Score -2690131 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2695754.000000 Penalty: 3251.700439
	Iteration 1F: 3 clusters Score -2695754 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2696114.000000 Penalty: 3251.700439
	Iteration 2F: 3 clusters Score -2696114 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2696410.000000 Penalty: 3251.700439
	Iteration 3Q: 3 clusters Score -2696410 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2696654.250000 Penalty: 3251.700439
	Iteration 4Q: 3 clusters Score -2696654 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2696930.750000 Penalty: 3251.700439
	Iteration 5Q: 3 clusters Score -2696931 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2697289.250000 Penalty: 3251.700439
	Iteration 6Q: 3 clusters Score -2697289 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2697839.500000 Penalty: 3251.700439
	Iteration 7Q: 3 clusters Score -2697840 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2698575.500000 Penalty: 3251.700439
	Iteration 8F: 3 clusters Score -2698576 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2699504.500000 Penalty: 3251.700439
	Iteration 9F: 3 clusters Score -2699504 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2700569.250000 Penalty: 3251.700439
	Iteration 10F: 3 clusters Score -2700569 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2701453.750000 Penalty: 3251.700439
	Iteration 11F: 3 clusters Score -2701454 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2702149.750000 Penalty: 3251.700439
	Iteration 12Q: 3 clusters Score -2702150 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2702594.250000 Penalty: 3251.700439
	Iteration 13Q: 3 clusters Score -2702594 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2702943.000000 Penalty: 3251.700439
	Iteration 14Q: 3 clusters Score -2702943 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2703203.750000 Penalty: 3251.700439
	Iteration 15Q: 3 clusters Score -2703204 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2703393.500000 Penalty: 3251.700439
	Iteration 16Q: 3 clusters Score -2703394 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2703537.750000 Penalty: 3251.700439
	Iteration 17Q: 3 clusters Score -2703538 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2703650.250000 Penalty: 3251.700439
	Iteration 18Q: 3 clusters Score -2703650 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2703728.000000 Penalty: 3251.700439
	Iteration 19Q: 3 clusters Score -2703728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2703788.250000 Penalty: 3251.700439
	Iteration 20F: 3 clusters Score -2703788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2703829.500000 Penalty: 3251.700439
	Iteration 21Q: 3 clusters Score -2703830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2703879.250000 Penalty: 3251.700439
	Iteration 22Q: 3 clusters Score -2703879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2703911.750000 Penalty: 3251.700439
	Iteration 23Q: 3 clusters Score -2703912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2703947.000000 Penalty: 3251.700439
	Iteration 24Q: 3 clusters Score -2703947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2703972.250000 Penalty: 3251.700439
	Iteration 25Q: 3 clusters Score -2703972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2703997.000000 Penalty: 3251.700439
	Iteration 26Q: 3 clusters Score -2703997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2704014.750000 Penalty: 3251.700439
	Iteration 27Q: 3 clusters Score -2704015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2704026.000000 Penalty: 3251.700439
	Iteration 28Q: 3 clusters Score -2704026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2704043.250000 Penalty: 3251.700439
	Iteration 29Q: 3 clusters Score -2704043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2704050.000000 Penalty: 3251.700439
	Iteration 30Q: 3 clusters Score -2704050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2704065.250000 Penalty: 3251.700439
	Iteration 31Q: 3 clusters Score -2704065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2704077.750000 Penalty: 3251.700439
	Iteration 32Q: 3 clusters Score -2704078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2704086.750000 Penalty: 3251.700439
	Iteration 33Q: 3 clusters Score -2704087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2704088.750000 Penalty: 3251.700439
	Iteration 34Q: 3 clusters Score -2704089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2704089.500000 Penalty: 3251.700439
	Iteration 35Q: 3 clusters Score -2704090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2704096.000000 Penalty: 3251.700439
	Iteration 36Q: 3 clusters Score -2704096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2704097.250000 Penalty: 3251.700439
	Iteration 37Q: 3 clusters Score -2704097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2704106.000000 Penalty: 3251.700439
	Iteration 38Q: 3 clusters Score -2704106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2704113.750000 Penalty: 3251.700439
	Iteration 39Q: 3 clusters Score -2704114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2704119.250000 Penalty: 3251.700439
	Iteration 40F: 3 clusters Score -2704119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2704127.500000 Penalty: 3251.700439
	Iteration 41Q: 3 clusters Score -2704128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2704127.250000 Penalty: 3251.700439
	Iteration 42Q: 3 clusters Score -2704127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2704128.750000 Penalty: 3251.700439
	Iteration 43Q: 3 clusters Score -2704129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2704131.500000 Penalty: 3251.700439
	Iteration 44Q: 3 clusters Score -2704132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2704130.000000 Penalty: 3251.700439
	Iteration 45Q: 3 clusters Score -2704130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2704134.750000 Penalty: 3251.700439
	Iteration 46Q: 3 clusters Score -2704135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2704133.750000 Penalty: 3251.700439
	Iteration 47Q: 3 clusters Score -2704134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2704134.250000 Penalty: 3251.700439
	Iteration 48Q: 3 clusters Score -2704134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2704135.750000 Penalty: 3251.700439
	Iteration 49Q: 3 clusters Score -2704136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2704142.000000 Penalty: 3251.700439
	Iteration 50Q: 3 clusters Score -2704142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2704146.500000 Penalty: 3251.700439
	Iteration 51Q: 3 clusters Score -2704146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2704143.500000 Penalty: 3251.700439
	Iteration 52Q: 3 clusters Score -2704144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2704144.250000 Penalty: 3251.700439
	Iteration 53Q: 3 clusters Score -2704144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2704147.000000 Penalty: 3251.700439
	Iteration 54Q: 3 clusters Score -2704147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2704146.000000 Penalty: 3251.700439
	Iteration 55Q: 3 clusters Score -2704146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2704149.750000 Penalty: 3251.700439
	Iteration 56Q: 3 clusters Score -2704150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2704149.000000 Penalty: 3251.700439
	Iteration 57Q: 3 clusters Score -2704149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2704149.500000 Penalty: 3251.700439
	Iteration 58Q: 3 clusters Score -2704150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2704150.000000 Penalty: 3251.700439
	Iteration 59Q: 3 clusters Score -2704150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2704149.500000 Penalty: 3251.700439
	Iteration 60F: 3 clusters Score -2704150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2704149.500000 Penalty: 3251.700439
	Iteration 61Q: 3 clusters Score -2704150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2704153.250000 Penalty: 3251.700439
	Iteration 62Q: 3 clusters Score -2704153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2704151.500000 Penalty: 3251.700439
	Iteration 63Q: 3 clusters Score -2704152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2704153.000000 Penalty: 3251.700439
	Iteration 64Q: 3 clusters Score -2704153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2704153.750000 Penalty: 3251.700439
	Iteration 65Q: 3 clusters Score -2704154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2704153.750000 Penalty: 3251.700439
	Iteration 66F: 3 clusters Score -2704154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -382259.250000 Penalty: 1314.391357
	Iteration 0F: 2 clusters Score -382259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -379364.000000 Penalty: 2628.782715
	Iteration 0F: 3 clusters Score -379364 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -380061.843750 Penalty: 2628.782715
	Iteration 1F: 3 clusters Score -380061.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -380239.187500 Penalty: 2628.782715
	Iteration 2F: 3 clusters Score -380239.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -380364.468750 Penalty: 2628.782715
	Iteration 3F: 3 clusters Score -380364.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -380465.562500 Penalty: 2628.782715
	Iteration 4Q: 3 clusters Score -380465.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -380551.656250 Penalty: 2628.782715
	Iteration 5Q: 3 clusters Score -380551.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -380620.062500 Penalty: 2628.782715
	Iteration 6Q: 3 clusters Score -380620.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -380670.687500 Penalty: 2628.782715
	Iteration 7Q: 3 clusters Score -380670.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -380707.062500 Penalty: 2628.782715
	Iteration 8Q: 3 clusters Score -380707.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -380742.781250 Penalty: 2628.782715
	Iteration 9Q: 3 clusters Score -380742.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380784.031250 Penalty: 2628.782715
	Iteration 10Q: 3 clusters Score -380784 nChanged 58
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: -380813.218750 Penalty: 2628.782715
	Iteration 11Q: 3 clusters Score -380813.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -380850.187500 Penalty: 2628.782715
	Iteration 12Q: 3 clusters Score -380850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -380878.906250 Penalty: 2628.782715
	Iteration 13Q: 3 clusters Score -380878.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -380910.531250 Penalty: 2628.782715
	Iteration 14Q: 3 clusters Score -380910.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -380944.750000 Penalty: 2628.782715
	Iteration 15Q: 3 clusters Score -380944.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -380982.125000 Penalty: 2628.782715
	Iteration 16Q: 3 clusters Score -380982.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -381012.250000 Penalty: 2628.782715
	Iteration 17Q: 3 clusters Score -381012.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -381036.375000 Penalty: 2628.782715
	Iteration 18Q: 3 clusters Score -381036.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -381060.437500 Penalty: 2628.782715
	Iteration 19Q: 3 clusters Score -381060.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -381082.937500 Penalty: 2628.782715
	Iteration 20F: 3 clusters Score -381082.9 nChanged 45
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: -381117.500000 Penalty: 2628.782715
	Iteration 21Q: 3 clusters Score -381117.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -381146.843750 Penalty: 2628.782715
	Iteration 22Q: 3 clusters Score -381146.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -381187.812500 Penalty: 2628.782715
	Iteration 23Q: 3 clusters Score -381187.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -381224.562500 Penalty: 2628.782715
	Iteration 24Q: 3 clusters Score -381224.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -381291.718750 Penalty: 2628.782715
	Iteration 25Q: 3 clusters Score -381291.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -381355.843750 Penalty: 2628.782715
	Iteration 26Q: 3 clusters Score -381355.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -381428.718750 Penalty: 2628.782715
	Iteration 27Q: 3 clusters Score -381428.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -381497.156250 Penalty: 2628.782715
	Iteration 28Q: 3 clusters Score -381497.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -381528.562500 Penalty: 2628.782715
	Iteration 29Q: 3 clusters Score -381528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -381543.343750 Penalty: 2628.782715
	Iteration 30Q: 3 clusters Score -381543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -381551.406250 Penalty: 2628.782715
	Iteration 31Q: 3 clusters Score -381551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -381556.750000 Penalty: 2628.782715
	Iteration 32Q: 3 clusters Score -381556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -381562.531250 Penalty: 2628.782715
	Iteration 33Q: 3 clusters Score -381562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -381565.156250 Penalty: 2628.782715
	Iteration 34Q: 3 clusters Score -381565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -381568.093750 Penalty: 2628.782715
	Iteration 35Q: 3 clusters Score -381568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -381569.500000 Penalty: 2628.782715
	Iteration 36Q: 3 clusters Score -381569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -381570.218750 Penalty: 2628.782715
	Iteration 37Q: 3 clusters Score -381570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -381571.937500 Penalty: 2628.782715
	Iteration 38Q: 3 clusters Score -381571.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -381572.062500 Penalty: 2628.782715
	Iteration 39Q: 3 clusters Score -381572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -381572.500000 Penalty: 2628.782715
	Iteration 40F: 3 clusters Score -381572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -381573.093750 Penalty: 2628.782715
	Iteration 41Q: 3 clusters Score -381573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -381573.312500 Penalty: 2628.782715
	Iteration 42Q: 3 clusters Score -381573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -381573.968750 Penalty: 2628.782715
	Iteration 43Q: 3 clusters Score -381574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -381573.968750 Penalty: 2628.782715
	Iteration 44F: 3 clusters Score -381574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 18016 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 119353 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 13464 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6872 members 
Mstep: Class 17 contains 22142 members 
Mstep: Class 18 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431762.000000 Penalty: 32274.470703
Iteration 39Q: 17 clusters Score -2.943176e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 18040 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 120199 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 22305 members 
Mstep: Class 18 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432188.000000 Penalty: 32274.470703
Iteration 40F: 17 clusters Score -2.943219e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 18062 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 121044 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 22431 members 
Mstep: Class 18 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432546.000000 Penalty: 32274.470703
Iteration 41Q: 17 clusters Score -2.943255e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 18074 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 121908 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 22618 members 
Mstep: Class 18 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 17 clusters Score -2.943272e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 18098 members 
Mstep: Class 3 contains 2618 members 
Mstep: Class 4 contains 7055 members 
Mstep: Class 5 contains 122775 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 769 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 22818 members 
Mstep: Class 18 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 17 clusters Score -2.9433e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 18137 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 123632 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13481 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 7020 members 
Mstep: Class 17 contains 23031 members 
Mstep: Class 18 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433304.000000 Penalty: 32274.470703
Iteration 44Q: 17 clusters Score -2.94333e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 18169 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 124519 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 23246 members 
Mstep: Class 18 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433566.000000 Penalty: 32274.470703
Iteration 45Q: 17 clusters Score -2.943357e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 18199 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 125326 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 23434 members 
Mstep: Class 18 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433704.000000 Penalty: 32274.470703
Iteration 46Q: 17 clusters Score -2.94337e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 18232 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 126059 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 23595 members 
Mstep: Class 18 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 17 clusters Score -2.943394e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 126750 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434136.000000 Penalty: 32274.470703
Iteration 48Q: 17 clusters Score -2.943414e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 7109 members 
Mstep: Class 5 contains 127465 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 23825 members 
Mstep: Class 18 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434212.000000 Penalty: 32274.470703
Iteration 49Q: 17 clusters Score -2.943421e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 18295 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 128129 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 23891 members 
Mstep: Class 18 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434452.000000 Penalty: 32274.470703
Iteration 50Q: 17 clusters Score -2.943445e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 128823 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13522 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434638.000000 Penalty: 32274.470703
Iteration 51Q: 17 clusters Score -2.943464e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 7136 members 
Mstep: Class 5 contains 129540 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434786.000000 Penalty: 32274.470703
Iteration 52Q: 17 clusters Score -2.943479e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 18294 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 130243 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13520 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 24058 members 
Mstep: Class 18 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434734.000000 Penalty: 32274.470703
Iteration 53Q: 17 clusters Score -2.943473e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 130924 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13518 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 24092 members 
Mstep: Class 18 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434820.000000 Penalty: 32274.470703
Iteration 54Q: 17 clusters Score -2.943482e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 18315 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 131580 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 24128 members 
Mstep: Class 18 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434830.000000 Penalty: 32274.470703
Iteration 55Q: 17 clusters Score -2.943483e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 132201 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 24146 members 
Mstep: Class 18 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434844.000000 Penalty: 32274.470703
Iteration 56Q: 17 clusters Score -2.943484e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 18325 members 
Mstep: Class 3 contains 2286 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 132819 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13477 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 24163 members 
Mstep: Class 18 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434960.000000 Penalty: 32274.470703
Iteration 57Q: 17 clusters Score -2.943496e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 18322 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 133427 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 24185 members 
Mstep: Class 18 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434920.000000 Penalty: 32274.470703
Iteration 58Q: 17 clusters Score -2.943492e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 18313 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 134008 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13446 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 24222 members 
Mstep: Class 18 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434932.000000 Penalty: 32274.470703
Iteration 59Q: 17 clusters Score -2.943493e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 7115 members 
Mstep: Class 5 contains 134606 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13425 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 24240 members 
Mstep: Class 18 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434994.000000 Penalty: 32274.470703
Iteration 60F: 17 clusters Score -2.943499e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 135239 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13411 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 24234 members 
Mstep: Class 18 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435088.000000 Penalty: 32274.470703
Iteration 61Q: 17 clusters Score -2.943509e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 18278 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 135841 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 24215 members 
Mstep: Class 18 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435028.000000 Penalty: 32274.470703
Iteration 62Q: 17 clusters Score -2.943503e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 18278 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 136405 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13391 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 24212 members 
Mstep: Class 18 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 17 clusters Score -2.943509e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 18260 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7143 members 
Mstep: Class 5 contains 136943 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 24210 members 
Mstep: Class 18 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435192.000000 Penalty: 32274.470703
Iteration 64Q: 17 clusters Score -2.943519e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 18256 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 137488 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13383 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 18 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 17 clusters Score -2.943521e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 18253 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 137993 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13379 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 24212 members 
Mstep: Class 18 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435142.000000 Penalty: 32274.470703
Iteration 66Q: 17 clusters Score -2.943514e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 138472 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13373 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 24213 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435232.000000 Penalty: 32274.470703
Iteration 67Q: 17 clusters Score -2.943523e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 18252 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 7147 members 
Mstep: Class 5 contains 138941 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13365 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435238.000000 Penalty: 32274.470703
Iteration 68Q: 17 clusters Score -2.943524e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 18263 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 139360 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13360 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 24237 members 
Mstep: Class 18 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435264.000000 Penalty: 32274.470703
Iteration 69Q: 17 clusters Score -2.943526e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 18281 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 7132 members 
Mstep: Class 5 contains 139752 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13348 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435298.000000 Penalty: 32274.470703
Iteration 70Q: 17 clusters Score -2.94353e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 140130 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13332 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435330.000000 Penalty: 32274.470703
Iteration 71Q: 17 clusters Score -2.943533e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 18301 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 7130 members 
Mstep: Class 5 contains 140501 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13316 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435344.000000 Penalty: 32274.470703
Iteration 72Q: 17 clusters Score -2.943534e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 5 contains 140848 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24272 members 
Mstep: Class 18 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435370.000000 Penalty: 32274.470703
Iteration 73Q: 17 clusters Score -2.943537e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 141212 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13311 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435418.000000 Penalty: 32274.470703
Iteration 74Q: 17 clusters Score -2.943542e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 18308 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 141574 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13303 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 24286 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435448.000000 Penalty: 32274.470703
Iteration 75Q: 17 clusters Score -2.943545e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 141950 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435440.000000 Penalty: 32274.470703
Iteration 76Q: 17 clusters Score -2.943544e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7080 members 
Mstep: Class 5 contains 142312 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 24290 members 
Mstep: Class 18 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435402.000000 Penalty: 32274.470703
Iteration 77Q: 17 clusters Score -2.94354e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 18317 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 142684 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 24294 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435476.000000 Penalty: 32274.470703
Iteration 78Q: 17 clusters Score -2.943548e+07 nChanged 501
Entering ConstructFrom: 
Score: -29435476.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (19210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Entering Unmasked Estep 
Score: -2322070.500000 Penalty: 1602.767700
	Iteration 0F: 2 clusters Score -2322070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2308987.750000 Penalty: 3205.535400
	Iteration 0F: 3 clusters Score -2308988 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2314210.500000 Penalty: 3205.535400
	Iteration 1F: 3 clusters Score -2314210 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2315005.750000 Penalty: 3205.535400
	Iteration 2F: 3 clusters Score -2315006 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2315969.250000 Penalty: 3205.535400
	Iteration 3F: 3 clusters Score -2315969 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2317076.750000 Penalty: 3205.535400
	Iteration 4F: 3 clusters Score -2317077 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2318171.250000 Penalty: 3205.535400
	Iteration 5F: 3 clusters Score -2318171 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2319054.000000 Penalty: 3205.535400
	Iteration 6F: 3 clusters Score -2319054 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2319665.750000 Penalty: 3205.535400
	Iteration 7Q: 3 clusters Score -2319666 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2320055.250000 Penalty: 3205.535400
	Iteration 8Q: 3 clusters Score -2320055 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2320270.000000 Penalty: 3205.535400
	Iteration 9Q: 3 clusters Score -2320270 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2320375.750000 Penalty: 3205.535400
	Iteration 10Q: 3 clusters Score -2320376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2320464.250000 Penalty: 3205.535400
	Iteration 11Q: 3 clusters Score -2320464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2320506.250000 Penalty: 3205.535400
	Iteration 12Q: 3 clusters Score -2320506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2320540.500000 Penalty: 3205.535400
	Iteration 13Q: 3 clusters Score -2320540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2320570.500000 Penalty: 3205.535400
	Iteration 14Q: 3 clusters Score -2320570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2320591.500000 Penalty: 3205.535400
	Iteration 15Q: 3 clusters Score -2320592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2320612.750000 Penalty: 3205.535400
	Iteration 16Q: 3 clusters Score -2320613 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2320634.000000 Penalty: 3205.535400
	Iteration 17Q: 3 clusters Score -2320634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2320647.500000 Penalty: 3205.535400
	Iteration 18Q: 3 clusters Score -2320648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2320670.750000 Penalty: 3205.535400
	Iteration 19Q: 3 clusters Score -2320671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2320674.500000 Penalty: 3205.535400
	Iteration 20F: 3 clusters Score -2320674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2320679.500000 Penalty: 3205.535400
	Iteration 21Q: 3 clusters Score -2320680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2320691.500000 Penalty: 3205.535400
	Iteration 22Q: 3 clusters Score -2320692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2320694.750000 Penalty: 3205.535400
	Iteration 23Q: 3 clusters Score -2320695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2320699.500000 Penalty: 3205.535400
	Iteration 24Q: 3 clusters Score -2320700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2320699.000000 Penalty: 3205.535400
	Iteration 25Q: 3 clusters Score -2320699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2320699.500000 Penalty: 3205.535400
	Iteration 26Q: 3 clusters Score -2320700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2320700.750000 Penalty: 3205.535400
	Iteration 27Q: 3 clusters Score -2320701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2320704.500000 Penalty: 3205.535400
	Iteration 28Q: 3 clusters Score -2320704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2320712.250000 Penalty: 3205.535400
	Iteration 29Q: 3 clusters Score -2320712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2320708.500000 Penalty: 3205.535400
	Iteration 30Q: 3 clusters Score -2320708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2320707.750000 Penalty: 3205.535400
	Iteration 31Q: 3 clusters Score -2320708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2320712.250000 Penalty: 3205.535400
	Iteration 32Q: 3 clusters Score -2320712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2320717.000000 Penalty: 3205.535400
	Iteration 33Q: 3 clusters Score -2320717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2320727.000000 Penalty: 3205.535400
	Iteration 34Q: 3 clusters Score -2320727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2320726.500000 Penalty: 3205.535400
	Iteration 35Q: 3 clusters Score -2320726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2320728.250000 Penalty: 3205.535400
	Iteration 36Q: 3 clusters Score -2320728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2320726.750000 Penalty: 3205.535400
	Iteration 37Q: 3 clusters Score -2320727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2320729.500000 Penalty: 3205.535400
	Iteration 38Q: 3 clusters Score -2320730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2320729.000000 Penalty: 3205.535400
	Iteration 39Q: 3 clusters Score -2320729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2320729.000000 Penalty: 3205.535400
	Iteration 40F: 3 clusters Score -2320729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2320729.750000 Penalty: 3205.535400
	Iteration 41Q: 3 clusters Score -2320730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2320728.500000 Penalty: 3205.535400
	Iteration 42Q: 3 clusters Score -2320728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2320732.250000 Penalty: 3205.535400
	Iteration 43Q: 3 clusters Score -2320732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2320728.000000 Penalty: 3205.535400
	Iteration 44Q: 3 clusters Score -2320728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2320730.500000 Penalty: 3205.535400
	Iteration 45Q: 3 clusters Score -2320730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2320729.500000 Penalty: 3205.535400
	Iteration 46Q: 3 clusters Score -2320730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2320727.750000 Penalty: 3205.535400
	Iteration 47Q: 3 clusters Score -2320728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2320729.750000 Penalty: 3205.535400
	Iteration 48Q: 3 clusters Score -2320730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2320729.000000 Penalty: 3205.535400
	Iteration 49Q: 3 clusters Score -2320729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2320731.750000 Penalty: 3205.535400
	Iteration 50Q: 3 clusters Score -2320732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2320731.750000 Penalty: 3205.535400
	Iteration 51F: 3 clusters Score -2320732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Entering Unmasked Estep 
Score: -2180794.750000 Penalty: 1595.032593
	Iteration 0F: 2 clusters Score -2180795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2168274.750000 Penalty: 3190.065186
	Iteration 0F: 3 clusters Score -2168275 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2172580.250000 Penalty: 3190.065186
	Iteration 1F: 3 clusters Score -2172580 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2172887.500000 Penalty: 3190.065186
	Iteration 2Q: 3 clusters Score -2172888 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2173186.500000 Penalty: 3190.065186
	Iteration 3Q: 3 clusters Score -2173186 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2173569.750000 Penalty: 3190.065186
	Iteration 4Q: 3 clusters Score -2173570 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2174035.250000 Penalty: 3190.065186
	Iteration 5F: 3 clusters Score -2174035 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2174679.000000 Penalty: 3190.065186
	Iteration 6F: 3 clusters Score -2174679 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2175409.250000 Penalty: 3190.065186
	Iteration 7F: 3 clusters Score -2175409 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2176071.250000 Penalty: 3190.065186
	Iteration 8F: 3 clusters Score -2176071 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2176633.750000 Penalty: 3190.065186
	Iteration 9F: 3 clusters Score -2176634 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2176956.250000 Penalty: 3190.065186
	Iteration 10Q: 3 clusters Score -2176956 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2177180.500000 Penalty: 3190.065186
	Iteration 11Q: 3 clusters Score -2177180 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2177299.750000 Penalty: 3190.065186
	Iteration 12Q: 3 clusters Score -2177300 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2177354.750000 Penalty: 3190.065186
	Iteration 13Q: 3 clusters Score -2177355 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2177396.500000 Penalty: 3190.065186
	Iteration 14Q: 3 clusters Score -2177396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2177407.000000 Penalty: 3190.065186
	Iteration 15Q: 3 clusters Score -2177407 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2177416.250000 Penalty: 3190.065186
	Iteration 16Q: 3 clusters Score -2177416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2177427.000000 Penalty: 3190.065186
	Iteration 17Q: 3 clusters Score -2177427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2177433.500000 Penalty: 3190.065186
	Iteration 18Q: 3 clusters Score -2177434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2177439.250000 Penalty: 3190.065186
	Iteration 19Q: 3 clusters Score -2177439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2177451.250000 Penalty: 3190.065186
	Iteration 20F: 3 clusters Score -2177451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2177450.500000 Penalty: 3190.065186
	Iteration 21Q: 3 clusters Score -2177450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2177449.750000 Penalty: 3190.065186
	Iteration 22Q: 3 clusters Score -2177450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2177453.750000 Penalty: 3190.065186
	Iteration 23Q: 3 clusters Score -2177454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2177455.000000 Penalty: 3190.065186
	Iteration 24Q: 3 clusters Score -2177455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2177454.500000 Penalty: 3190.065186
	Iteration 25Q: 3 clusters Score -2177454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2177456.250000 Penalty: 3190.065186
	Iteration 26Q: 3 clusters Score -2177456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2177458.000000 Penalty: 3190.065186
	Iteration 27Q: 3 clusters Score -2177458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2177461.250000 Penalty: 3190.065186
	Iteration 28Q: 3 clusters Score -2177461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2177458.500000 Penalty: 3190.065186
	Iteration 29Q: 3 clusters Score -2177458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2177461.750000 Penalty: 3190.065186
	Iteration 30Q: 3 clusters Score -2177462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2177466.000000 Penalty: 3190.065186
	Iteration 31Q: 3 clusters Score -2177466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2177471.250000 Penalty: 3190.065186
	Iteration 32Q: 3 clusters Score -2177471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2177474.000000 Penalty: 3190.065186
	Iteration 33Q: 3 clusters Score -2177474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2177477.250000 Penalty: 3190.065186
	Iteration 34Q: 3 clusters Score -2177477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2177483.750000 Penalty: 3190.065186
	Iteration 35Q: 3 clusters Score -2177484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2177486.750000 Penalty: 3190.065186
	Iteration 36Q: 3 clusters Score -2177487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2177488.750000 Penalty: 3190.065186
	Iteration 37Q: 3 clusters Score -2177489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2177497.500000 Penalty: 3190.065186
	Iteration 38Q: 3 clusters Score -2177498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2177497.000000 Penalty: 3190.065186
	Iteration 39Q: 3 clusters Score -2177497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2177500.250000 Penalty: 3190.065186
	Iteration 40F: 3 clusters Score -2177500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2177503.500000 Penalty: 3190.065186
	Iteration 41Q: 3 clusters Score -2177504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2177518.500000 Penalty: 3190.065186
	Iteration 42Q: 3 clusters Score -2177518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2177521.250000 Penalty: 3190.065186
	Iteration 43Q: 3 clusters Score -2177521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2177540.250000 Penalty: 3190.065186
	Iteration 44Q: 3 clusters Score -2177540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2177554.000000 Penalty: 3190.065186
	Iteration 45Q: 3 clusters Score -2177554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2177567.500000 Penalty: 3190.065186
	Iteration 46Q: 3 clusters Score -2177568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2177580.000000 Penalty: 3190.065186
	Iteration 47Q: 3 clusters Score -2177580 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2177614.500000 Penalty: 3190.065186
	Iteration 48Q: 3 clusters Score -2177614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2177633.750000 Penalty: 3190.065186
	Iteration 49Q: 3 clusters Score -2177634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2177661.250000 Penalty: 3190.065186
	Iteration 50Q: 3 clusters Score -2177661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2177689.750000 Penalty: 3190.065186
	Iteration 51Q: 3 clusters Score -2177690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2177718.750000 Penalty: 3190.065186
	Iteration 52Q: 3 clusters Score -2177719 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2177755.250000 Penalty: 3190.065186
	Iteration 53Q: 3 clusters Score -2177755 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2177793.500000 Penalty: 3190.065186
	Iteration 54Q: 3 clusters Score -2177794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2177844.250000 Penalty: 3190.065186
	Iteration 55Q: 3 clusters Score -2177844 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2177891.000000 Penalty: 3190.065186
	Iteration 56Q: 3 clusters Score -2177891 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2177955.750000 Penalty: 3190.065186
	Iteration 57Q: 3 clusters Score -2177956 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2177998.250000 Penalty: 3190.065186
	Iteration 58Q: 3 clusters Score -2177998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2178040.250000 Penalty: 3190.065186
	Iteration 59Q: 3 clusters Score -2178040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2178109.000000 Penalty: 3190.065186
	Iteration 60F: 3 clusters Score -2178109 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2178154.500000 Penalty: 3190.065186
	Iteration 61Q: 3 clusters Score -2178154 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2178212.750000 Penalty: 3190.065186
	Iteration 62Q: 3 clusters Score -2178213 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2178255.500000 Penalty: 3190.065186
	Iteration 63Q: 3 clusters Score -2178256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2178292.250000 Penalty: 3190.065186
	Iteration 64Q: 3 clusters Score -2178292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2178326.750000 Penalty: 3190.065186
	Iteration 65Q: 3 clusters Score -2178327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2178359.000000 Penalty: 3190.065186
	Iteration 66Q: 3 clusters Score -2178359 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2178381.250000 Penalty: 3190.065186
	Iteration 67Q: 3 clusters Score -2178381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2178413.500000 Penalty: 3190.065186
	Iteration 68Q: 3 clusters Score -2178414 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2178444.750000 Penalty: 3190.065186
	Iteration 69Q: 3 clusters Score -2178445 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2178463.000000 Penalty: 3190.065186
	Iteration 70Q: 3 clusters Score -2178463 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2178490.250000 Penalty: 3190.065186
	Iteration 71Q: 3 clusters Score -2178490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2178525.000000 Penalty: 3190.065186
	Iteration 72Q: 3 clusters Score -2178525 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2178552.500000 Penalty: 3190.065186
	Iteration 73Q: 3 clusters Score -2178552 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2178579.250000 Penalty: 3190.065186
	Iteration 74Q: 3 clusters Score -2178579 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2178604.750000 Penalty: 3190.065186
	Iteration 75Q: 3 clusters Score -2178605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2178632.250000 Penalty: 3190.065186
	Iteration 76Q: 3 clusters Score -2178632 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2178654.750000 Penalty: 3190.065186
	Iteration 77Q: 3 clusters Score -2178655 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2178669.500000 Penalty: 3190.065186
	Iteration 78Q: 3 clusters Score -2178670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2178701.500000 Penalty: 3190.065186
	Iteration 79Q: 3 clusters Score -2178702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2178722.000000 Penalty: 3190.065186
	Iteration 80F: 3 clusters Score -2178722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2178748.500000 Penalty: 3190.065186
	Iteration 81Q: 3 clusters Score -2178748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2178780.500000 Penalty: 3190.065186
	Iteration 82Q: 3 clusters Score -2178780 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2178800.750000 Penalty: 3190.065186
	Iteration 83Q: 3 clusters Score -2178801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2178827.250000 Penalty: 3190.065186
	Iteration 84Q: 3 clusters Score -2178827 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2178845.250000 Penalty: 3190.065186
	Iteration 85Q: 3 clusters Score -2178845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2178865.750000 Penalty: 3190.065186
	Iteration 86Q: 3 clusters Score -2178866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2178881.500000 Penalty: 3190.065186
	Iteration 87Q: 3 clusters Score -2178882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2178889.000000 Penalty: 3190.065186
	Iteration 88Q: 3 clusters Score -2178889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2178905.500000 Penalty: 3190.065186
	Iteration 89Q: 3 clusters Score -2178906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2178913.750000 Penalty: 3190.065186
	Iteration 90Q: 3 clusters Score -2178914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2178925.000000 Penalty: 3190.065186
	Iteration 91Q: 3 clusters Score -2178925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2178941.250000 Penalty: 3190.065186
	Iteration 92Q: 3 clusters Score -2178941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2178961.000000 Penalty: 3190.065186
	Iteration 93Q: 3 clusters Score -2178961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2178980.000000 Penalty: 3190.065186
	Iteration 94Q: 3 clusters Score -2178980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2178992.750000 Penalty: 3190.065186
	Iteration 95Q: 3 clusters Score -2178993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2179019.250000 Penalty: 3190.065186
	Iteration 96Q: 3 clusters Score -2179019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2179029.750000 Penalty: 3190.065186
	Iteration 97Q: 3 clusters Score -2179030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2179047.750000 Penalty: 3190.065186
	Iteration 98Q: 3 clusters Score -2179048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2179065.000000 Penalty: 3190.065186
	Iteration 99Q: 3 clusters Score -2179065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2179081.000000 Penalty: 3190.065186
	Iteration 100F: 3 clusters Score -2179081 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2179109.500000 Penalty: 3190.065186
	Iteration 101Q: 3 clusters Score -2179110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2179133.000000 Penalty: 3190.065186
	Iteration 102Q: 3 clusters Score -2179133 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2179155.750000 Penalty: 3190.065186
	Iteration 103Q: 3 clusters Score -2179156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2179169.250000 Penalty: 3190.065186
	Iteration 104Q: 3 clusters Score -2179169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2179183.000000 Penalty: 3190.065186
	Iteration 105Q: 3 clusters Score -2179183 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2179201.250000 Penalty: 3190.065186
	Iteration 106Q: 3 clusters Score -2179201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2179217.500000 Penalty: 3190.065186
	Iteration 107Q: 3 clusters Score -2179218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2179230.750000 Penalty: 3190.065186
	Iteration 108Q: 3 clusters Score -2179231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2179240.750000 Penalty: 3190.065186
	Iteration 109Q: 3 clusters Score -2179241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2179248.750000 Penalty: 3190.065186
	Iteration 110Q: 3 clusters Score -2179249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2179257.750000 Penalty: 3190.065186
	Iteration 111Q: 3 clusters Score -2179258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2179276.750000 Penalty: 3190.065186
	Iteration 112Q: 3 clusters Score -2179277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2179284.250000 Penalty: 3190.065186
	Iteration 113Q: 3 clusters Score -2179284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2179291.750000 Penalty: 3190.065186
	Iteration 114Q: 3 clusters Score -2179292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2179299.000000 Penalty: 3190.065186
	Iteration 115Q: 3 clusters Score -2179299 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2179305.250000 Penalty: 3190.065186
	Iteration 116Q: 3 clusters Score -2179305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2179313.500000 Penalty: 3190.065186
	Iteration 117Q: 3 clusters Score -2179314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2179317.250000 Penalty: 3190.065186
	Iteration 118Q: 3 clusters Score -2179317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2179333.000000 Penalty: 3190.065186
	Iteration 119Q: 3 clusters Score -2179333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2179340.250000 Penalty: 3190.065186
	Iteration 120F: 3 clusters Score -2179340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2179343.000000 Penalty: 3190.065186
	Iteration 121Q: 3 clusters Score -2179343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2179351.250000 Penalty: 3190.065186
	Iteration 122Q: 3 clusters Score -2179351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2179359.500000 Penalty: 3190.065186
	Iteration 123Q: 3 clusters Score -2179360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2179363.250000 Penalty: 3190.065186
	Iteration 124Q: 3 clusters Score -2179363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2179361.250000 Penalty: 3190.065186
	Iteration 125Q: 3 clusters Score -2179361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2179368.000000 Penalty: 3190.065186
	Iteration 126Q: 3 clusters Score -2179368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2179375.500000 Penalty: 3190.065186
	Iteration 127Q: 3 clusters Score -2179376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2179379.500000 Penalty: 3190.065186
	Iteration 128Q: 3 clusters Score -2179380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2179386.250000 Penalty: 3190.065186
	Iteration 129Q: 3 clusters Score -2179386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2179388.500000 Penalty: 3190.065186
	Iteration 130Q: 3 clusters Score -2179388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2179387.500000 Penalty: 3190.065186
	Iteration 131Q: 3 clusters Score -2179388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2179391.500000 Penalty: 3190.065186
	Iteration 132Q: 3 clusters Score -2179392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2179394.750000 Penalty: 3190.065186
	Iteration 133Q: 3 clusters Score -2179395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2179395.000000 Penalty: 3190.065186
	Iteration 134Q: 3 clusters Score -2179395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2179397.250000 Penalty: 3190.065186
	Iteration 135Q: 3 clusters Score -2179397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2179401.500000 Penalty: 3190.065186
	Iteration 136Q: 3 clusters Score -2179402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2179402.750000 Penalty: 3190.065186
	Iteration 137Q: 3 clusters Score -2179403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2179404.750000 Penalty: 3190.065186
	Iteration 138Q: 3 clusters Score -2179405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2179411.500000 Penalty: 3190.065186
	Iteration 139Q: 3 clusters Score -2179412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2179413.500000 Penalty: 3190.065186
	Iteration 140F: 3 clusters Score -2179414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2179420.500000 Penalty: 3190.065186
	Iteration 141Q: 3 clusters Score -2179420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2179423.750000 Penalty: 3190.065186
	Iteration 142Q: 3 clusters Score -2179424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2179427.750000 Penalty: 3190.065186
	Iteration 143Q: 3 clusters Score -2179428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2179439.500000 Penalty: 3190.065186
	Iteration 144Q: 3 clusters Score -2179440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2179443.750000 Penalty: 3190.065186
	Iteration 145Q: 3 clusters Score -2179444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2179451.000000 Penalty: 3190.065186
	Iteration 146Q: 3 clusters Score -2179451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2179454.000000 Penalty: 3190.065186
	Iteration 147Q: 3 clusters Score -2179454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2179461.750000 Penalty: 3190.065186
	Iteration 148Q: 3 clusters Score -2179462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2179458.250000 Penalty: 3190.065186
	Iteration 149Q: 3 clusters Score -2179458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2179462.750000 Penalty: 3190.065186
	Iteration 150Q: 3 clusters Score -2179463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2179466.500000 Penalty: 3190.065186
	Iteration 151Q: 3 clusters Score -2179466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2179470.750000 Penalty: 3190.065186
	Iteration 152Q: 3 clusters Score -2179471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2179470.750000 Penalty: 3190.065186
	Iteration 153Q: 3 clusters Score -2179471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2179473.750000 Penalty: 3190.065186
	Iteration 154Q: 3 clusters Score -2179474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2179477.000000 Penalty: 3190.065186
	Iteration 155Q: 3 clusters Score -2179477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2179480.250000 Penalty: 3190.065186
	Iteration 156Q: 3 clusters Score -2179480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2179479.250000 Penalty: 3190.065186
	Iteration 157Q: 3 clusters Score -2179479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2179482.250000 Penalty: 3190.065186
	Iteration 158Q: 3 clusters Score -2179482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2179486.000000 Penalty: 3190.065186
	Iteration 159Q: 3 clusters Score -2179486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2179484.000000 Penalty: 3190.065186
	Iteration 160F: 3 clusters Score -2179484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2179490.000000 Penalty: 3190.065186
	Iteration 161Q: 3 clusters Score -2179490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2179490.000000 Penalty: 3190.065186
	Iteration 162Q: 3 clusters Score -2179490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2179496.000000 Penalty: 3190.065186
	Iteration 163Q: 3 clusters Score -2179496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2179506.000000 Penalty: 3190.065186
	Iteration 164Q: 3 clusters Score -2179506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2179504.750000 Penalty: 3190.065186
	Iteration 165Q: 3 clusters Score -2179505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2179508.250000 Penalty: 3190.065186
	Iteration 166Q: 3 clusters Score -2179508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2179505.500000 Penalty: 3190.065186
	Iteration 167Q: 3 clusters Score -2179506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2179511.000000 Penalty: 3190.065186
	Iteration 168Q: 3 clusters Score -2179511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2179514.500000 Penalty: 3190.065186
	Iteration 169Q: 3 clusters Score -2179514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2179514.250000 Penalty: 3190.065186
	Iteration 170Q: 3 clusters Score -2179514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2179514.750000 Penalty: 3190.065186
	Iteration 171Q: 3 clusters Score -2179515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2179517.000000 Penalty: 3190.065186
	Iteration 172Q: 3 clusters Score -2179517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2179518.500000 Penalty: 3190.065186
	Iteration 173Q: 3 clusters Score -2179518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2179523.750000 Penalty: 3190.065186
	Iteration 174Q: 3 clusters Score -2179524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2179525.750000 Penalty: 3190.065186
	Iteration 175Q: 3 clusters Score -2179526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2179526.750000 Penalty: 3190.065186
	Iteration 176Q: 3 clusters Score -2179527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2179527.500000 Penalty: 3190.065186
	Iteration 177Q: 3 clusters Score -2179528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2179533.500000 Penalty: 3190.065186
	Iteration 178Q: 3 clusters Score -2179534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2179534.000000 Penalty: 3190.065186
	Iteration 179Q: 3 clusters Score -2179534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2179537.000000 Penalty: 3190.065186
	Iteration 180F: 3 clusters Score -2179537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2179533.750000 Penalty: 3190.065186
	Iteration 181Q: 3 clusters Score -2179534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2179542.250000 Penalty: 3190.065186
	Iteration 182Q: 3 clusters Score -2179542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2179545.500000 Penalty: 3190.065186
	Iteration 183Q: 3 clusters Score -2179546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2179549.000000 Penalty: 3190.065186
	Iteration 184Q: 3 clusters Score -2179549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2179545.000000 Penalty: 3190.065186
	Iteration 185Q: 3 clusters Score -2179545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2179548.500000 Penalty: 3190.065186
	Iteration 186Q: 3 clusters Score -2179548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2179552.250000 Penalty: 3190.065186
	Iteration 187Q: 3 clusters Score -2179552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2179554.500000 Penalty: 3190.065186
	Iteration 188Q: 3 clusters Score -2179554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2179555.750000 Penalty: 3190.065186
	Iteration 189Q: 3 clusters Score -2179556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2179559.000000 Penalty: 3190.065186
	Iteration 190Q: 3 clusters Score -2179559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2179559.250000 Penalty: 3190.065186
	Iteration 191Q: 3 clusters Score -2179559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2179563.750000 Penalty: 3190.065186
	Iteration 192Q: 3 clusters Score -2179564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2179564.250000 Penalty: 3190.065186
	Iteration 193Q: 3 clusters Score -2179564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2179567.500000 Penalty: 3190.065186
	Iteration 194Q: 3 clusters Score -2179568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2179569.500000 Penalty: 3190.065186
	Iteration 195Q: 3 clusters Score -2179570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2179566.250000 Penalty: 3190.065186
	Iteration 196Q: 3 clusters Score -2179566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2179572.250000 Penalty: 3190.065186
	Iteration 197Q: 3 clusters Score -2179572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2179574.250000 Penalty: 3190.065186
	Iteration 198Q: 3 clusters Score -2179574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2179575.750000 Penalty: 3190.065186
	Iteration 199Q: 3 clusters Score -2179576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2179574.250000 Penalty: 3190.065186
	Iteration 200F: 3 clusters Score -2179574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2179575.000000 Penalty: 3190.065186
	Iteration 201Q: 3 clusters Score -2179575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2179577.500000 Penalty: 3190.065186
	Iteration 202Q: 3 clusters Score -2179578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2179583.750000 Penalty: 3190.065186
	Iteration 203Q: 3 clusters Score -2179584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2179582.500000 Penalty: 3190.065186
	Iteration 204Q: 3 clusters Score -2179582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2179583.750000 Penalty: 3190.065186
	Iteration 205Q: 3 clusters Score -2179584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2179585.750000 Penalty: 3190.065186
	Iteration 206Q: 3 clusters Score -2179586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2179581.750000 Penalty: 3190.065186
	Iteration 207Q: 3 clusters Score -2179582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2179582.250000 Penalty: 3190.065186
	Iteration 208Q: 3 clusters Score -2179582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2179584.000000 Penalty: 3190.065186
	Iteration 209Q: 3 clusters Score -2179584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2179585.250000 Penalty: 3190.065186
	Iteration 210Q: 3 clusters Score -2179585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2179582.750000 Penalty: 3190.065186
	Iteration 211Q: 3 clusters Score -2179583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2179584.000000 Penalty: 3190.065186
	Iteration 212Q: 3 clusters Score -2179584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2179584.250000 Penalty: 3190.065186
	Iteration 213Q: 3 clusters Score -2179584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2179585.750000 Penalty: 3190.065186
	Iteration 214Q: 3 clusters Score -2179586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2179587.750000 Penalty: 3190.065186
	Iteration 215Q: 3 clusters Score -2179588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2179586.750000 Penalty: 3190.065186
	Iteration 216Q: 3 clusters Score -2179587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2179587.750000 Penalty: 3190.065186
	Iteration 217Q: 3 clusters Score -2179588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2179586.750000 Penalty: 3190.065186
	Iteration 218Q: 3 clusters Score -2179587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2179585.000000 Penalty: 3190.065186
	Iteration 219Q: 3 clusters Score -2179585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2179589.250000 Penalty: 3190.065186
	Iteration 220F: 3 clusters Score -2179589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2179590.250000 Penalty: 3190.065186
	Iteration 221Q: 3 clusters Score -2179590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2179592.750000 Penalty: 3190.065186
	Iteration 222Q: 3 clusters Score -2179593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2179591.250000 Penalty: 3190.065186
	Iteration 223Q: 3 clusters Score -2179591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2179592.000000 Penalty: 3190.065186
	Iteration 224Q: 3 clusters Score -2179592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2179591.000000 Penalty: 3190.065186
	Iteration 225Q: 3 clusters Score -2179591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2179589.250000 Penalty: 3190.065186
	Iteration 226Q: 3 clusters Score -2179589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2179591.000000 Penalty: 3190.065186
	Iteration 227Q: 3 clusters Score -2179591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2179591.750000 Penalty: 3190.065186
	Iteration 228Q: 3 clusters Score -2179592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2179591.750000 Penalty: 3190.065186
	Iteration 229F: 3 clusters Score -2179592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -273794.687500 Penalty: 1257.575073
	Iteration 0F: 2 clusters Score -273794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -271530.187500 Penalty: 2515.150146
	Iteration 0F: 3 clusters Score -271530.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -272039.656250 Penalty: 2515.150146
	Iteration 1F: 3 clusters Score -272039.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -272165.843750 Penalty: 2515.150146
	Iteration 2F: 3 clusters Score -272165.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -272238.843750 Penalty: 2515.150146
	Iteration 3F: 3 clusters Score -272238.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -272281.687500 Penalty: 2515.150146
	Iteration 4Q: 3 clusters Score -272281.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272311.500000 Penalty: 2515.150146
	Iteration 5Q: 3 clusters Score -272311.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272335.000000 Penalty: 2515.150146
	Iteration 6Q: 3 clusters Score -272335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -272355.375000 Penalty: 2515.150146
	Iteration 7Q: 3 clusters Score -272355.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -272374.093750 Penalty: 2515.150146
	Iteration 8Q: 3 clusters Score -272374.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -272387.843750 Penalty: 2515.150146
	Iteration 9Q: 3 clusters Score -272387.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -272398.750000 Penalty: 2515.150146
	Iteration 10Q: 3 clusters Score -272398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -272408.031250 Penalty: 2515.150146
	Iteration 11Q: 3 clusters Score -272408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -272413.843750 Penalty: 2515.150146
	Iteration 12Q: 3 clusters Score -272413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -272415.468750 Penalty: 2515.150146
	Iteration 13Q: 3 clusters Score -272415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -272416.906250 Penalty: 2515.150146
	Iteration 14Q: 3 clusters Score -272416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272419.625000 Penalty: 2515.150146
	Iteration 15Q: 3 clusters Score -272419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -272421.468750 Penalty: 2515.150146
	Iteration 16Q: 3 clusters Score -272421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272423.062500 Penalty: 2515.150146
	Iteration 17Q: 3 clusters Score -272423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272423.562500 Penalty: 2515.150146
	Iteration 18Q: 3 clusters Score -272423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -272423.281250 Penalty: 2515.150146
	Iteration 19Q: 3 clusters Score -272423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -272424.531250 Penalty: 2515.150146
	Iteration 20F: 3 clusters Score -272424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -873754.062500 Penalty: 1440.199463
	Iteration 0F: 2 clusters Score -873754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -868465.187500 Penalty: 2880.398926
	Iteration 0F: 3 clusters Score -868465.2 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -869967.625000 Penalty: 2880.398926
	Iteration 1F: 3 clusters Score -869967.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -870185.125000 Penalty: 2880.398926
	Iteration 2F: 3 clusters Score -870185.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -870346.125000 Penalty: 2880.398926
	Iteration 3F: 3 clusters Score -870346.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -870477.187500 Penalty: 2880.398926
	Iteration 4Q: 3 clusters Score -870477.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -870617.187500 Penalty: 2880.398926
	Iteration 5Q: 3 clusters Score -870617.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -870752.187500 Penalty: 2880.398926
	Iteration 6Q: 3 clusters Score -870752.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -870886.125000 Penalty: 2880.398926
	Iteration 7Q: 3 clusters Score -870886.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -870982.187500 Penalty: 2880.398926
	Iteration 8Q: 3 clusters Score -870982.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -871063.625000 Penalty: 2880.398926
	Iteration 9Q: 3 clusters Score -871063.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -871147.562500 Penalty: 2880.398926
	Iteration 10Q: 3 clusters Score -871147.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -871230.125000 Penalty: 2880.398926
	Iteration 11Q: 3 clusters Score -871230.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -871319.125000 Penalty: 2880.398926
	Iteration 12Q: 3 clusters Score -871319.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -871411.812500 Penalty: 2880.398926
	Iteration 13Q: 3 clusters Score -871411.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -871514.437500 Penalty: 2880.398926
	Iteration 14Q: 3 clusters Score -871514.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -871641.687500 Penalty: 2880.398926
	Iteration 15Q: 3 clusters Score -871641.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -871753.375000 Penalty: 2880.398926
	Iteration 16Q: 3 clusters Score -871753.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -871870.375000 Penalty: 2880.398926
	Iteration 17Q: 3 clusters Score -871870.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -871971.062500 Penalty: 2880.398926
	Iteration 18Q: 3 clusters Score -871971.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -872076.875000 Penalty: 2880.398926
	Iteration 19Q: 3 clusters Score -872076.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -872183.437500 Penalty: 2880.398926
	Iteration 20F: 3 clusters Score -872183.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -872262.812500 Penalty: 2880.398926
	Iteration 21Q: 3 clusters Score -872262.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -872319.250000 Penalty: 2880.398926
	Iteration 22Q: 3 clusters Score -872319.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -872387.062500 Penalty: 2880.398926
	Iteration 23Q: 3 clusters Score -872387.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -872423.437500 Penalty: 2880.398926
	Iteration 24Q: 3 clusters Score -872423.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -872450.875000 Penalty: 2880.398926
	Iteration 25Q: 3 clusters Score -872450.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -872473.625000 Penalty: 2880.398926
	Iteration 26Q: 3 clusters Score -872473.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -872489.437500 Penalty: 2880.398926
	Iteration 27Q: 3 clusters Score -872489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -872500.000000 Penalty: 2880.398926
	Iteration 28Q: 3 clusters Score -872500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -872508.375000 Penalty: 2880.398926
	Iteration 29Q: 3 clusters Score -872508.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -872518.937500 Penalty: 2880.398926
	Iteration 30Q: 3 clusters Score -872518.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -872530.875000 Penalty: 2880.398926
	Iteration 31Q: 3 clusters Score -872530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -872538.312500 Penalty: 2880.398926
	Iteration 32Q: 3 clusters Score -872538.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -872544.000000 Penalty: 2880.398926
	Iteration 33Q: 3 clusters Score -872544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -872553.187500 Penalty: 2880.398926
	Iteration 34Q: 3 clusters Score -872553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -872561.125000 Penalty: 2880.398926
	Iteration 35Q: 3 clusters Score -872561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -872568.687500 Penalty: 2880.398926
	Iteration 36Q: 3 clusters Score -872568.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -872577.437500 Penalty: 2880.398926
	Iteration 37Q: 3 clusters Score -872577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -872581.562500 Penalty: 2880.398926
	Iteration 38Q: 3 clusters Score -872581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -872583.812500 Penalty: 2880.398926
	Iteration 39Q: 3 clusters Score -872583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -872588.875000 Penalty: 2880.398926
	Iteration 40F: 3 clusters Score -872588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -872593.562500 Penalty: 2880.398926
	Iteration 41Q: 3 clusters Score -872593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -872597.250000 Penalty: 2880.398926
	Iteration 42Q: 3 clusters Score -872597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -872600.187500 Penalty: 2880.398926
	Iteration 43Q: 3 clusters Score -872600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -872604.625000 Penalty: 2880.398926
	Iteration 44Q: 3 clusters Score -872604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -872606.875000 Penalty: 2880.398926
	Iteration 45Q: 3 clusters Score -872606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872607.000000 Penalty: 2880.398926
	Iteration 46Q: 3 clusters Score -872607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -872608.250000 Penalty: 2880.398926
	Iteration 47Q: 3 clusters Score -872608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872609.062500 Penalty: 2880.398926
	Iteration 48Q: 3 clusters Score -872609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -872610.312500 Penalty: 2880.398926
	Iteration 49Q: 3 clusters Score -872610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -872612.062500 Penalty: 2880.398926
	Iteration 50Q: 3 clusters Score -872612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872612.187500 Penalty: 2880.398926
	Iteration 51Q: 3 clusters Score -872612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872612.187500 Penalty: 2880.398926
	Iteration 52F: 3 clusters Score -872612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (143031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Entering Unmasked Estep 
Score: -17377782.000000 Penalty: 1929.007690
	Iteration 0F: 2 clusters Score -1.737778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -17287680.000000 Penalty: 3858.015381
	Iteration 0F: 3 clusters Score -1.728768e+07 nChanged 68908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -17328528.000000 Penalty: 3858.015381
	Iteration 1F: 3 clusters Score -1.732853e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -17330062.000000 Penalty: 3858.015381
	Iteration 2Q: 3 clusters Score -1.733006e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -17332288.000000 Penalty: 3858.015381
	Iteration 3Q: 3 clusters Score -1.733229e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -17336374.000000 Penalty: 3858.015381
	Iteration 4F: 3 clusters Score -1.733637e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -17342360.000000 Penalty: 3858.015381
	Iteration 5F: 3 clusters Score -1.734236e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112139 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -17350134.000000 Penalty: 3858.015381
	Iteration 6F: 3 clusters Score -1.735013e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -17359050.000000 Penalty: 3858.015381
	Iteration 7F: 3 clusters Score -1.735905e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -17366254.000000 Penalty: 3858.015381
	Iteration 8F: 3 clusters Score -1.736625e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136578 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -17370790.000000 Penalty: 3858.015381
	Iteration 9Q: 3 clusters Score -1.737079e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17373212.000000 Penalty: 3858.015381
	Iteration 10Q: 3 clusters Score -1.737321e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140493 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -17374462.000000 Penalty: 3858.015381
	Iteration 11Q: 3 clusters Score -1.737446e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17375062.000000 Penalty: 3858.015381
	Iteration 12Q: 3 clusters Score -1.737506e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141523 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -17375394.000000 Penalty: 3858.015381
	Iteration 13Q: 3 clusters Score -1.737539e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -17375586.000000 Penalty: 3858.015381
	Iteration 14Q: 3 clusters Score -1.737559e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17375720.000000 Penalty: 3858.015381
	Iteration 15Q: 3 clusters Score -1.737572e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141997 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17375788.000000 Penalty: 3858.015381
	Iteration 16Q: 3 clusters Score -1.737579e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17375836.000000 Penalty: 3858.015381
	Iteration 17Q: 3 clusters Score -1.737584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142115 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17375906.000000 Penalty: 3858.015381
	Iteration 18Q: 3 clusters Score -1.737591e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -17375928.000000 Penalty: 3858.015381
	Iteration 19Q: 3 clusters Score -1.737593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17375956.000000 Penalty: 3858.015381
	Iteration 20F: 3 clusters Score -1.737596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -17375960.000000 Penalty: 3858.015381
	Iteration 21Q: 3 clusters Score -1.737596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142225 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17375988.000000 Penalty: 3858.015381
	Iteration 22Q: 3 clusters Score -1.737599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17375994.000000 Penalty: 3858.015381
	Iteration 23Q: 3 clusters Score -1.737599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17375986.000000 Penalty: 3858.015381
	Iteration 24Q: 3 clusters Score -1.737599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142258 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17375988.000000 Penalty: 3858.015381
	Iteration 25Q: 3 clusters Score -1.737599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17375986.000000 Penalty: 3858.015381
	Iteration 26Q: 3 clusters Score -1.737599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 3858.015381
	Iteration 27Q: 3 clusters Score -1.7376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142261 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 3858.015381
	Iteration 28Q: 3 clusters Score -1.7376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 3858.015381
	Iteration 29Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17376000.000000 Penalty: 3858.015381
	Iteration 30Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17376010.000000 Penalty: 3858.015381
	Iteration 31Q: 3 clusters Score -1.737601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17376010.000000 Penalty: 3858.015381
	Iteration 32F: 3 clusters Score -1.737601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -141219.015625 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -141219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139637.250000 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -139637.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139914.703125 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -139914.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139987.859375 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -139987.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140023.859375 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -140023.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140045.078125 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -140045.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140056.609375 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -140056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140072.406250 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -140072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140082.953125 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -140083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -140092.796875 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -140092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -140101.109375 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -140101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140113.921875 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -140113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -140123.734375 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -140123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -140133.781250 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -140133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -140142.968750 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -140143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140149.625000 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -140149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -140153.937500 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -140153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140155.656250 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -140155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -140158.515625 Penalty: 2310.710938
	Iteration 17Q: 3 clusters Score -140158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140159.625000 Penalty: 2310.710938
	Iteration 18Q: 3 clusters Score -140159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140160.296875 Penalty: 2310.710938
	Iteration 19Q: 3 clusters Score -140160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -140161.062500 Penalty: 2310.710938
	Iteration 20F: 3 clusters Score -140161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140162.109375 Penalty: 2310.710938
	Iteration 21Q: 3 clusters Score -140162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -140163.250000 Penalty: 2310.710938
	Iteration 22Q: 3 clusters Score -140163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140164.625000 Penalty: 2310.710938
	Iteration 23Q: 3 clusters Score -140164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -140168.500000 Penalty: 2310.710938
	Iteration 24Q: 3 clusters Score -140168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -140170.421875 Penalty: 2310.710938
	Iteration 25Q: 3 clusters Score -140170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140172.218750 Penalty: 2310.710938
	Iteration 26Q: 3 clusters Score -140172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140173.531250 Penalty: 2310.710938
	Iteration 27Q: 3 clusters Score -140173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140173.531250 Penalty: 2310.710938
	Iteration 28F: 3 clusters Score -140173.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 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 155 members 
Entering Unmasked Estep 
Score: -42206.464844 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42206.46 nChanged 51
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: -42320.539062 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42320.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42339.730469 Penalty: 1856.963135
	Iteration 2Q: 3 clusters Score -42339.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42361.242188 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42361.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42368.722656 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42368.72 nChanged 1
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: -42370.605469 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -42370.61 nChanged 1
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: -42371.429688 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -42371.43 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: -42371.429688 Penalty: 1856.963135
	Iteration 7F: 3 clusters Score -42371.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -82806.640625 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -82806.64 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 396 members 
Entering Unmasked Estep 
Score: -81570.554688 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -81570.55 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81802.984375 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -81802.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81879.875000 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -81879.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81903.953125 Penalty: 2155.400635
	Iteration 3Q: 3 clusters Score -81903.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81918.484375 Penalty: 2155.400635
	Iteration 4Q: 3 clusters Score -81918.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81928.757812 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -81928.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81931.585938 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -81931.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81931.750000 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -81931.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81931.750000 Penalty: 2155.400635
	Iteration 8F: 3 clusters Score -81931.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -13734.537109 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13734.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -13770.503906 Penalty: 1476.570801
	Iteration 1F: 3 clusters Score -13770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -1633702.875000 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -1633703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1624436.750000 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -1624437 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1627652.125000 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -1627652 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1627969.875000 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -1627970 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1628282.750000 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -1628283 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1628586.375000 Penalty: 3085.701416
	Iteration 4F: 3 clusters Score -1628586 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1628932.250000 Penalty: 3085.701416
	Iteration 5Q: 3 clusters Score -1628932 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1629342.625000 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -1629343 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1629860.625000 Penalty: 3085.701416
	Iteration 7F: 3 clusters Score -1629861 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1630408.875000 Penalty: 3085.701416
	Iteration 8F: 3 clusters Score -1630409 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1630923.750000 Penalty: 3085.701416
	Iteration 9Q: 3 clusters Score -1630924 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1631352.125000 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -1631352 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1631608.625000 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -1631609 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1631758.500000 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -1631758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1631862.250000 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -1631862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1631926.375000 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -1631926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1631972.500000 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -1631972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1632017.375000 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -1632017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1632060.375000 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -1632060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1632097.500000 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -1632098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1632125.375000 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -1632125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1632152.750000 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -1632153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1632166.250000 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -1632166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1632182.875000 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -1632183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1632192.875000 Penalty: 3085.701416
	Iteration 23Q: 3 clusters Score -1632193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1632207.000000 Penalty: 3085.701416
	Iteration 24Q: 3 clusters Score -1632207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1632213.875000 Penalty: 3085.701416
	Iteration 25Q: 3 clusters Score -1632214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1632229.125000 Penalty: 3085.701416
	Iteration 26Q: 3 clusters Score -1632229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1632245.000000 Penalty: 3085.701416
	Iteration 27Q: 3 clusters Score -1632245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1632248.375000 Penalty: 3085.701416
	Iteration 28Q: 3 clusters Score -1632248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1632263.375000 Penalty: 3085.701416
	Iteration 29Q: 3 clusters Score -1632263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1632268.375000 Penalty: 3085.701416
	Iteration 30Q: 3 clusters Score -1632268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1632274.375000 Penalty: 3085.701416
	Iteration 31Q: 3 clusters Score -1632274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1632279.000000 Penalty: 3085.701416
	Iteration 32Q: 3 clusters Score -1632279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1632285.000000 Penalty: 3085.701416
	Iteration 33Q: 3 clusters Score -1632285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1632290.375000 Penalty: 3085.701416
	Iteration 34Q: 3 clusters Score -1632290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1632295.500000 Penalty: 3085.701416
	Iteration 35Q: 3 clusters Score -1632296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1632298.250000 Penalty: 3085.701416
	Iteration 36Q: 3 clusters Score -1632298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1632300.750000 Penalty: 3085.701416
	Iteration 37Q: 3 clusters Score -1632301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1632305.125000 Penalty: 3085.701416
	Iteration 38Q: 3 clusters Score -1632305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1632312.375000 Penalty: 3085.701416
	Iteration 39Q: 3 clusters Score -1632312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1632319.125000 Penalty: 3085.701416
	Iteration 40F: 3 clusters Score -1632319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1632333.500000 Penalty: 3085.701416
	Iteration 41Q: 3 clusters Score -1632334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1632331.875000 Penalty: 3085.701416
	Iteration 42Q: 3 clusters Score -1632332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1632334.750000 Penalty: 3085.701416
	Iteration 43Q: 3 clusters Score -1632335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1632338.250000 Penalty: 3085.701416
	Iteration 44Q: 3 clusters Score -1632338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1632341.125000 Penalty: 3085.701416
	Iteration 45Q: 3 clusters Score -1632341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1632344.125000 Penalty: 3085.701416
	Iteration 46Q: 3 clusters Score -1632344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1632345.750000 Penalty: 3085.701416
	Iteration 47Q: 3 clusters Score -1632346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1632353.000000 Penalty: 3085.701416
	Iteration 48Q: 3 clusters Score -1632353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1632354.375000 Penalty: 3085.701416
	Iteration 49Q: 3 clusters Score -1632354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1632354.250000 Penalty: 3085.701416
	Iteration 50Q: 3 clusters Score -1632354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1632360.000000 Penalty: 3085.701416
	Iteration 51Q: 3 clusters Score -1632360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1632356.750000 Penalty: 3085.701416
	Iteration 52Q: 3 clusters Score -1632357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1632356.750000 Penalty: 3085.701416
	Iteration 53F: 3 clusters Score -1632357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -360237.125000 Penalty: 1308.342896
	Iteration 0F: 2 clusters Score -360237.1 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 1528 members 
Entering Unmasked Estep 
Score: -357377.875000 Penalty: 2616.685791
	Iteration 0F: 3 clusters Score -357377.9 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -358056.375000 Penalty: 2616.685791
	Iteration 1F: 3 clusters Score -358056.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -358190.187500 Penalty: 2616.685791
	Iteration 2F: 3 clusters Score -358190.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -358283.906250 Penalty: 2616.685791
	Iteration 3F: 3 clusters Score -358283.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -358357.750000 Penalty: 2616.685791
	Iteration 4Q: 3 clusters Score -358357.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -358416.781250 Penalty: 2616.685791
	Iteration 5Q: 3 clusters Score -358416.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -358460.812500 Penalty: 2616.685791
	Iteration 6Q: 3 clusters Score -358460.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -358496.656250 Penalty: 2616.685791
	Iteration 7Q: 3 clusters Score -358496.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -358528.781250 Penalty: 2616.685791
	Iteration 8Q: 3 clusters Score -358528.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -358554.312500 Penalty: 2616.685791
	Iteration 9Q: 3 clusters Score -358554.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -358572.781250 Penalty: 2616.685791
	Iteration 10Q: 3 clusters Score -358572.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -358584.125000 Penalty: 2616.685791
	Iteration 11Q: 3 clusters Score -358584.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -358595.937500 Penalty: 2616.685791
	Iteration 12Q: 3 clusters Score -358595.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -358607.000000 Penalty: 2616.685791
	Iteration 13Q: 3 clusters Score -358607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -358618.000000 Penalty: 2616.685791
	Iteration 14Q: 3 clusters Score -358618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -358628.500000 Penalty: 2616.685791
	Iteration 15Q: 3 clusters Score -358628.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -358637.281250 Penalty: 2616.685791
	Iteration 16Q: 3 clusters Score -358637.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -358646.250000 Penalty: 2616.685791
	Iteration 17Q: 3 clusters Score -358646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -358654.093750 Penalty: 2616.685791
	Iteration 18Q: 3 clusters Score -358654.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -358667.875000 Penalty: 2616.685791
	Iteration 19Q: 3 clusters Score -358667.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -358685.562500 Penalty: 2616.685791
	Iteration 20F: 3 clusters Score -358685.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -358698.593750 Penalty: 2616.685791
	Iteration 21Q: 3 clusters Score -358698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -358716.562500 Penalty: 2616.685791
	Iteration 22Q: 3 clusters Score -358716.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -358733.500000 Penalty: 2616.685791
	Iteration 23Q: 3 clusters Score -358733.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -358743.406250 Penalty: 2616.685791
	Iteration 24Q: 3 clusters Score -358743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -358752.593750 Penalty: 2616.685791
	Iteration 25Q: 3 clusters Score -358752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -358758.687500 Penalty: 2616.685791
	Iteration 26Q: 3 clusters Score -358758.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -358767.156250 Penalty: 2616.685791
	Iteration 27Q: 3 clusters Score -358767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -358772.875000 Penalty: 2616.685791
	Iteration 28Q: 3 clusters Score -358772.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -358783.281250 Penalty: 2616.685791
	Iteration 29Q: 3 clusters Score -358783.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -358794.781250 Penalty: 2616.685791
	Iteration 30Q: 3 clusters Score -358794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -358806.843750 Penalty: 2616.685791
	Iteration 31Q: 3 clusters Score -358806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -358813.000000 Penalty: 2616.685791
	Iteration 32Q: 3 clusters Score -358813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -358823.062500 Penalty: 2616.685791
	Iteration 33Q: 3 clusters Score -358823.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -358832.625000 Penalty: 2616.685791
	Iteration 34Q: 3 clusters Score -358832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -358844.093750 Penalty: 2616.685791
	Iteration 35Q: 3 clusters Score -358844.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -358853.781250 Penalty: 2616.685791
	Iteration 36Q: 3 clusters Score -358853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -358862.281250 Penalty: 2616.685791
	Iteration 37Q: 3 clusters Score -358862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -358870.218750 Penalty: 2616.685791
	Iteration 38Q: 3 clusters Score -358870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -358877.031250 Penalty: 2616.685791
	Iteration 39Q: 3 clusters Score -358877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -358884.031250 Penalty: 2616.685791
	Iteration 40F: 3 clusters Score -358884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -358890.437500 Penalty: 2616.685791
	Iteration 41Q: 3 clusters Score -358890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -358900.687500 Penalty: 2616.685791
	Iteration 42Q: 3 clusters Score -358900.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -358912.000000 Penalty: 2616.685791
	Iteration 43Q: 3 clusters Score -358912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -358927.843750 Penalty: 2616.685791
	Iteration 44Q: 3 clusters Score -358927.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -358949.812500 Penalty: 2616.685791
	Iteration 45Q: 3 clusters Score -358949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -358964.156250 Penalty: 2616.685791
	Iteration 46Q: 3 clusters Score -358964.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -358976.250000 Penalty: 2616.685791
	Iteration 47Q: 3 clusters Score -358976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -358988.593750 Penalty: 2616.685791
	Iteration 48Q: 3 clusters Score -358988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -359004.250000 Penalty: 2616.685791
	Iteration 49Q: 3 clusters Score -359004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -359013.000000 Penalty: 2616.685791
	Iteration 50Q: 3 clusters Score -359013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -359019.062500 Penalty: 2616.685791
	Iteration 51Q: 3 clusters Score -359019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -359023.781250 Penalty: 2616.685791
	Iteration 52Q: 3 clusters Score -359023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -359027.812500 Penalty: 2616.685791
	Iteration 53Q: 3 clusters Score -359027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -359035.125000 Penalty: 2616.685791
	Iteration 54Q: 3 clusters Score -359035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -359044.125000 Penalty: 2616.685791
	Iteration 55Q: 3 clusters Score -359044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -359047.812500 Penalty: 2616.685791
	Iteration 56Q: 3 clusters Score -359047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -359052.281250 Penalty: 2616.685791
	Iteration 57Q: 3 clusters Score -359052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -359053.593750 Penalty: 2616.685791
	Iteration 58Q: 3 clusters Score -359053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -359054.156250 Penalty: 2616.685791
	Iteration 59Q: 3 clusters Score -359054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -359054.156250 Penalty: 2616.685791
	Iteration 60F: 3 clusters Score -359054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -216759.125000 Penalty: 1219.015625
	Iteration 0F: 2 clusters Score -216759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214776.500000 Penalty: 2438.031250
	Iteration 0F: 3 clusters Score -214776.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215183.046875 Penalty: 2438.031250
	Iteration 1F: 3 clusters Score -215183 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215298.421875 Penalty: 2438.031250
	Iteration 2F: 3 clusters Score -215298.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215353.515625 Penalty: 2438.031250
	Iteration 3Q: 3 clusters Score -215353.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215385.640625 Penalty: 2438.031250
	Iteration 4Q: 3 clusters Score -215385.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215418.265625 Penalty: 2438.031250
	Iteration 5Q: 3 clusters Score -215418.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215448.484375 Penalty: 2438.031250
	Iteration 6Q: 3 clusters Score -215448.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215477.359375 Penalty: 2438.031250
	Iteration 7Q: 3 clusters Score -215477.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215501.437500 Penalty: 2438.031250
	Iteration 8Q: 3 clusters Score -215501.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215516.906250 Penalty: 2438.031250
	Iteration 9Q: 3 clusters Score -215516.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215534.156250 Penalty: 2438.031250
	Iteration 10Q: 3 clusters Score -215534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -215549.234375 Penalty: 2438.031250
	Iteration 11Q: 3 clusters Score -215549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215571.218750 Penalty: 2438.031250
	Iteration 12Q: 3 clusters Score -215571.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215593.234375 Penalty: 2438.031250
	Iteration 13Q: 3 clusters Score -215593.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215610.359375 Penalty: 2438.031250
	Iteration 14Q: 3 clusters Score -215610.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -215632.562500 Penalty: 2438.031250
	Iteration 15Q: 3 clusters Score -215632.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215646.828125 Penalty: 2438.031250
	Iteration 16Q: 3 clusters Score -215646.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215661.421875 Penalty: 2438.031250
	Iteration 17Q: 3 clusters Score -215661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -215680.703125 Penalty: 2438.031250
	Iteration 18Q: 3 clusters Score -215680.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215702.656250 Penalty: 2438.031250
	Iteration 19Q: 3 clusters Score -215702.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215725.218750 Penalty: 2438.031250
	Iteration 20F: 3 clusters Score -215725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -215740.765625 Penalty: 2438.031250
	Iteration 21Q: 3 clusters Score -215740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215754.718750 Penalty: 2438.031250
	Iteration 22Q: 3 clusters Score -215754.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215762.328125 Penalty: 2438.031250
	Iteration 23Q: 3 clusters Score -215762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215764.859375 Penalty: 2438.031250
	Iteration 24Q: 3 clusters Score -215764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215766.625000 Penalty: 2438.031250
	Iteration 25Q: 3 clusters Score -215766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -215769.875000 Penalty: 2438.031250
	Iteration 26Q: 3 clusters Score -215769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215772.609375 Penalty: 2438.031250
	Iteration 27Q: 3 clusters Score -215772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215775.031250 Penalty: 2438.031250
	Iteration 28Q: 3 clusters Score -215775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -215776.859375 Penalty: 2438.031250
	Iteration 29Q: 3 clusters Score -215776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215779.312500 Penalty: 2438.031250
	Iteration 30Q: 3 clusters Score -215779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215783.156250 Penalty: 2438.031250
	Iteration 31Q: 3 clusters Score -215783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215785.218750 Penalty: 2438.031250
	Iteration 32Q: 3 clusters Score -215785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215787.171875 Penalty: 2438.031250
	Iteration 33Q: 3 clusters Score -215787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -215789.687500 Penalty: 2438.031250
	Iteration 34Q: 3 clusters Score -215789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215790.359375 Penalty: 2438.031250
	Iteration 35Q: 3 clusters Score -215790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215790.359375 Penalty: 2438.031250
	Iteration 36F: 3 clusters Score -215790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -43191.746094 Penalty: 981.927856
	Iteration 0F: 2 clusters Score -43191.75 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 236 members 
Entering Unmasked Estep 
Score: -42188.949219 Penalty: 1963.855713
	Iteration 0F: 3 clusters Score -42188.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42317.675781 Penalty: 1963.855713
	Iteration 1F: 3 clusters Score -42317.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42373.242188 Penalty: 1963.855713
	Iteration 2F: 3 clusters Score -42373.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42389.437500 Penalty: 1963.855713
	Iteration 3Q: 3 clusters Score -42389.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42398.718750 Penalty: 1963.855713
	Iteration 4Q: 3 clusters Score -42398.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42415.191406 Penalty: 1963.855713
	Iteration 5Q: 3 clusters Score -42415.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42418.652344 Penalty: 1963.855713
	Iteration 6Q: 3 clusters Score -42418.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42423.687500 Penalty: 1963.855713
	Iteration 7Q: 3 clusters Score -42423.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42424.628906 Penalty: 1963.855713
	Iteration 8Q: 3 clusters Score -42424.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42424.628906 Penalty: 1963.855713
	Iteration 9F: 3 clusters Score -42424.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -862896.875000 Penalty: 1439.392456
	Iteration 0F: 2 clusters Score -862896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -857674.687500 Penalty: 2878.784912
	Iteration 0F: 3 clusters Score -857674.7 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -859346.000000 Penalty: 2878.784912
	Iteration 1F: 3 clusters Score -859346 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -859682.312500 Penalty: 2878.784912
	Iteration 2F: 3 clusters Score -859682.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -860113.562500 Penalty: 2878.784912
	Iteration 3F: 3 clusters Score -860113.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -860623.937500 Penalty: 2878.784912
	Iteration 4F: 3 clusters Score -860623.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -861080.500000 Penalty: 2878.784912
	Iteration 5F: 3 clusters Score -861080.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -861416.937500 Penalty: 2878.784912
	Iteration 6F: 3 clusters Score -861416.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -861645.125000 Penalty: 2878.784912
	Iteration 7F: 3 clusters Score -861645.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -861795.562500 Penalty: 2878.784912
	Iteration 8Q: 3 clusters Score -861795.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -861891.312500 Penalty: 2878.784912
	Iteration 9Q: 3 clusters Score -861891.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -861952.250000 Penalty: 2878.784912
	Iteration 10Q: 3 clusters Score -861952.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -861980.500000 Penalty: 2878.784912
	Iteration 11Q: 3 clusters Score -861980.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -861999.250000 Penalty: 2878.784912
	Iteration 12Q: 3 clusters Score -861999.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -862011.000000 Penalty: 2878.784912
	Iteration 13Q: 3 clusters Score -862011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -862020.812500 Penalty: 2878.784912
	Iteration 14Q: 3 clusters Score -862020.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -862026.375000 Penalty: 2878.784912
	Iteration 15Q: 3 clusters Score -862026.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -862030.500000 Penalty: 2878.784912
	Iteration 16Q: 3 clusters Score -862030.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -862033.437500 Penalty: 2878.784912
	Iteration 17Q: 3 clusters Score -862033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -862036.812500 Penalty: 2878.784912
	Iteration 18Q: 3 clusters Score -862036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -862039.875000 Penalty: 2878.784912
	Iteration 19Q: 3 clusters Score -862039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -862039.437500 Penalty: 2878.784912
	Iteration 20F: 3 clusters Score -862039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -862042.750000 Penalty: 2878.784912
	Iteration 21Q: 3 clusters Score -862042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -862042.375000 Penalty: 2878.784912
	Iteration 22Q: 3 clusters Score -862042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -862043.437500 Penalty: 2878.784912
	Iteration 23Q: 3 clusters Score -862043.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -862044.062500 Penalty: 2878.784912
	Iteration 24Q: 3 clusters Score -862044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -862046.625000 Penalty: 2878.784912
	Iteration 25Q: 3 clusters Score -862046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -862044.812500 Penalty: 2878.784912
	Iteration 26Q: 3 clusters Score -862044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -862048.125000 Penalty: 2878.784912
	Iteration 27Q: 3 clusters Score -862048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -862047.812500 Penalty: 2878.784912
	Iteration 28Q: 3 clusters Score -862047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -862047.937500 Penalty: 2878.784912
	Iteration 29Q: 3 clusters Score -862047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -862051.375000 Penalty: 2878.784912
	Iteration 30Q: 3 clusters Score -862051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -862048.937500 Penalty: 2878.784912
	Iteration 31Q: 3 clusters Score -862048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -862050.000000 Penalty: 2878.784912
	Iteration 32Q: 3 clusters Score -862050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -862049.437500 Penalty: 2878.784912
	Iteration 33Q: 3 clusters Score -862049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -862049.437500 Penalty: 2878.784912
	Iteration 34F: 3 clusters Score -862049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Entering Unmasked Estep 
Score: -2964508.500000 Penalty: 1640.962646
	Iteration 0F: 2 clusters Score -2964508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2948095.750000 Penalty: 3281.925293
	Iteration 0F: 3 clusters Score -2948096 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2954321.000000 Penalty: 3281.925293
	Iteration 1F: 3 clusters Score -2954321 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2955046.500000 Penalty: 3281.925293
	Iteration 2F: 3 clusters Score -2955046 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2956003.000000 Penalty: 3281.925293
	Iteration 3F: 3 clusters Score -2956003 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2957308.000000 Penalty: 3281.925293
	Iteration 4F: 3 clusters Score -2957308 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2958760.750000 Penalty: 3281.925293
	Iteration 5F: 3 clusters Score -2958761 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2960263.500000 Penalty: 3281.925293
	Iteration 6F: 3 clusters Score -2960264 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2961445.000000 Penalty: 3281.925293
	Iteration 7F: 3 clusters Score -2961445 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2962104.750000 Penalty: 3281.925293
	Iteration 8Q: 3 clusters Score -2962105 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2962518.000000 Penalty: 3281.925293
	Iteration 9Q: 3 clusters Score -2962518 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2962780.750000 Penalty: 3281.925293
	Iteration 10Q: 3 clusters Score -2962781 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2962959.500000 Penalty: 3281.925293
	Iteration 11Q: 3 clusters Score -2962960 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2963070.000000 Penalty: 3281.925293
	Iteration 12Q: 3 clusters Score -2963070 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2963167.750000 Penalty: 3281.925293
	Iteration 13Q: 3 clusters Score -2963168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2963233.500000 Penalty: 3281.925293
	Iteration 14Q: 3 clusters Score -2963234 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2963281.000000 Penalty: 3281.925293
	Iteration 15Q: 3 clusters Score -2963281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2963301.000000 Penalty: 3281.925293
	Iteration 16Q: 3 clusters Score -2963301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2963317.000000 Penalty: 3281.925293
	Iteration 17Q: 3 clusters Score -2963317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2963337.250000 Penalty: 3281.925293
	Iteration 18Q: 3 clusters Score -2963337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2963343.250000 Penalty: 3281.925293
	Iteration 19Q: 3 clusters Score -2963343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2963356.750000 Penalty: 3281.925293
	Iteration 20F: 3 clusters Score -2963357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2963363.000000 Penalty: 3281.925293
	Iteration 21Q: 3 clusters Score -2963363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2963371.000000 Penalty: 3281.925293
	Iteration 22Q: 3 clusters Score -2963371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2963370.500000 Penalty: 3281.925293
	Iteration 23Q: 3 clusters Score -2963370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2963370.500000 Penalty: 3281.925293
	Iteration 24Q: 3 clusters Score -2963370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2963375.500000 Penalty: 3281.925293
	Iteration 25Q: 3 clusters Score -2963376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2963379.250000 Penalty: 3281.925293
	Iteration 26Q: 3 clusters Score -2963379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2963385.500000 Penalty: 3281.925293
	Iteration 27Q: 3 clusters Score -2963386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2963390.750000 Penalty: 3281.925293
	Iteration 28Q: 3 clusters Score -2963391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2963389.750000 Penalty: 3281.925293
	Iteration 29Q: 3 clusters Score -2963390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2963391.000000 Penalty: 3281.925293
	Iteration 30Q: 3 clusters Score -2963391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2963399.750000 Penalty: 3281.925293
	Iteration 31Q: 3 clusters Score -2963400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2963396.250000 Penalty: 3281.925293
	Iteration 32Q: 3 clusters Score -2963396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2963399.000000 Penalty: 3281.925293
	Iteration 33Q: 3 clusters Score -2963399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2963398.000000 Penalty: 3281.925293
	Iteration 34Q: 3 clusters Score -2963398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2963400.000000 Penalty: 3281.925293
	Iteration 35Q: 3 clusters Score -2963400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2963400.000000 Penalty: 3281.925293
	Iteration 36F: 3 clusters Score -2963400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -440456.593750 Penalty: 1337.122192
	Iteration 0F: 2 clusters Score -440456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -437272.718750 Penalty: 2674.244385
	Iteration 0F: 3 clusters Score -437272.7 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -438089.843750 Penalty: 2674.244385
	Iteration 1F: 3 clusters Score -438089.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -438259.062500 Penalty: 2674.244385
	Iteration 2F: 3 clusters Score -438259.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -438402.968750 Penalty: 2674.244385
	Iteration 3F: 3 clusters Score -438403 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -438499.906250 Penalty: 2674.244385
	Iteration 4Q: 3 clusters Score -438499.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -438595.625000 Penalty: 2674.244385
	Iteration 5Q: 3 clusters Score -438595.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -438689.093750 Penalty: 2674.244385
	Iteration 6Q: 3 clusters Score -438689.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -438784.718750 Penalty: 2674.244385
	Iteration 7Q: 3 clusters Score -438784.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -438855.687500 Penalty: 2674.244385
	Iteration 8Q: 3 clusters Score -438855.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -438896.968750 Penalty: 2674.244385
	Iteration 9Q: 3 clusters Score -438897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -438936.937500 Penalty: 2674.244385
	Iteration 10Q: 3 clusters Score -438936.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -438967.062500 Penalty: 2674.244385
	Iteration 11Q: 3 clusters Score -438967.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -439003.562500 Penalty: 2674.244385
	Iteration 12Q: 3 clusters Score -439003.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -439031.718750 Penalty: 2674.244385
	Iteration 13Q: 3 clusters Score -439031.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -439064.812500 Penalty: 2674.244385
	Iteration 14Q: 3 clusters Score -439064.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -439095.937500 Penalty: 2674.244385
	Iteration 15Q: 3 clusters Score -439095.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -439121.906250 Penalty: 2674.244385
	Iteration 16Q: 3 clusters Score -439121.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -439139.156250 Penalty: 2674.244385
	Iteration 17Q: 3 clusters Score -439139.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -439157.687500 Penalty: 2674.244385
	Iteration 18Q: 3 clusters Score -439157.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -439178.718750 Penalty: 2674.244385
	Iteration 19Q: 3 clusters Score -439178.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -439198.281250 Penalty: 2674.244385
	Iteration 20F: 3 clusters Score -439198.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -439214.781250 Penalty: 2674.244385
	Iteration 21Q: 3 clusters Score -439214.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -439230.031250 Penalty: 2674.244385
	Iteration 22Q: 3 clusters Score -439230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -439247.093750 Penalty: 2674.244385
	Iteration 23Q: 3 clusters Score -439247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -439262.062500 Penalty: 2674.244385
	Iteration 24Q: 3 clusters Score -439262.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -439272.593750 Penalty: 2674.244385
	Iteration 25Q: 3 clusters Score -439272.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -439282.531250 Penalty: 2674.244385
	Iteration 26Q: 3 clusters Score -439282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -439293.343750 Penalty: 2674.244385
	Iteration 27Q: 3 clusters Score -439293.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -439303.312500 Penalty: 2674.244385
	Iteration 28Q: 3 clusters Score -439303.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -439306.875000 Penalty: 2674.244385
	Iteration 29Q: 3 clusters Score -439306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -439309.843750 Penalty: 2674.244385
	Iteration 30Q: 3 clusters Score -439309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -439310.781250 Penalty: 2674.244385
	Iteration 31Q: 3 clusters Score -439310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -439313.062500 Penalty: 2674.244385
	Iteration 32Q: 3 clusters Score -439313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -439313.062500 Penalty: 2674.244385
	Iteration 33F: 3 clusters Score -439313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 18317 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 143031 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 24300 members 
Mstep: Class 18 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435422.000000 Penalty: 32274.470703
Iteration 79Q: 17 clusters Score -2.943542e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18315 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7050 members 
Mstep: Class 5 contains 143367 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 3136 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 24318 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435454.000000 Penalty: 32274.470703
Iteration 80F: 17 clusters Score -2.943545e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 18312 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 143703 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13271 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7029 members 
Mstep: Class 17 contains 24323 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 17 clusters Score -2.943542e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 7032 members 
Mstep: Class 5 contains 144057 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435412.000000 Penalty: 32274.470703
Iteration 82Q: 17 clusters Score -2.943541e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 144407 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 24332 members 
Mstep: Class 18 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435346.000000 Penalty: 32274.470703
Iteration 83Q: 17 clusters Score -2.943535e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7019 members 
Mstep: Class 5 contains 144727 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13267 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24338 members 
Mstep: Class 18 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 17 clusters Score -2.943534e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 18285 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 145087 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 1820 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24334 members 
Mstep: Class 18 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435308.000000 Penalty: 32274.470703
Iteration 85Q: 17 clusters Score -2.943531e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 18287 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 145394 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435262.000000 Penalty: 32274.470703
Iteration 86Q: 17 clusters Score -2.943526e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 145677 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13260 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435266.000000 Penalty: 32274.470703
Iteration 87Q: 17 clusters Score -2.943527e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 145966 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13251 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24296 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435302.000000 Penalty: 32274.470703
Iteration 88Q: 17 clusters Score -2.94353e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18297 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 7004 members 
Mstep: Class 5 contains 146210 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 3104 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7031 members 
Mstep: Class 17 contains 24291 members 
Mstep: Class 18 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435360.000000 Penalty: 32274.470703
Iteration 89Q: 17 clusters Score -2.943536e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18303 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 146441 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 24279 members 
Mstep: Class 18 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435324.000000 Penalty: 32274.470703
Iteration 90Q: 17 clusters Score -2.943532e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 6998 members 
Mstep: Class 5 contains 146679 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 24259 members 
Mstep: Class 18 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435380.000000 Penalty: 32274.470703
Iteration 91Q: 17 clusters Score -2.943538e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18316 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 6998 members 
Mstep: Class 5 contains 146919 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13226 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 24249 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435406.000000 Penalty: 32274.470703
Iteration 92Q: 17 clusters Score -2.943541e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 18322 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 147154 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13219 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 24232 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435316.000000 Penalty: 32274.470703
Iteration 93Q: 17 clusters Score -2.943532e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 6982 members 
Mstep: Class 5 contains 147393 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13208 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 24215 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435256.000000 Penalty: 32274.470703
Iteration 94Q: 17 clusters Score -2.943526e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 18329 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 147583 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13204 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 24198 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435268.000000 Penalty: 32274.470703
Iteration 95Q: 17 clusters Score -2.943527e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 147779 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 24187 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435262.000000 Penalty: 32274.470703
Iteration 96Q: 17 clusters Score -2.943526e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 18329 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 147939 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24182 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435158.000000 Penalty: 32274.470703
Iteration 97Q: 17 clusters Score -2.943516e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 148105 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13210 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 24171 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 17 clusters Score -2.943519e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 18334 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 148257 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13211 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 24163 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 17 clusters Score -2.943514e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 18338 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 148380 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13214 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 24163 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 17 clusters Score -2.943504e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 18349 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 6989 members 
Mstep: Class 5 contains 148510 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13216 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 17 clusters Score -2.943506e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 18359 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 148621 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13219 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24149 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 17 clusters Score -2.943498e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 18370 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 6992 members 
Mstep: Class 5 contains 148714 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13220 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24149 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 17 clusters Score -2.943498e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 5 contains 148797 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13225 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 24140 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 17 clusters Score -2.9435e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 18389 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 6995 members 
Mstep: Class 5 contains 148887 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 24135 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435070.000000 Penalty: 32274.470703
Iteration 105Q: 17 clusters Score -2.943507e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 18397 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 6998 members 
Mstep: Class 5 contains 148967 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13231 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 24130 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435032.000000 Penalty: 32274.470703
Iteration 106Q: 17 clusters Score -2.943503e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 18400 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 149045 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13232 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435096.000000 Penalty: 32274.470703
Iteration 107Q: 17 clusters Score -2.94351e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 18397 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 149137 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13231 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 24102 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435132.000000 Penalty: 32274.470703
Iteration 108Q: 17 clusters Score -2.943513e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 18399 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 149219 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13234 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 24089 members 
Mstep: Class 18 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435136.000000 Penalty: 32274.470703
Iteration 109Q: 17 clusters Score -2.943514e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 18405 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 149292 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 24075 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435160.000000 Penalty: 32274.470703
Iteration 110Q: 17 clusters Score -2.943516e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 18407 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 7004 members 
Mstep: Class 5 contains 149360 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435128.000000 Penalty: 32274.470703
Iteration 111Q: 17 clusters Score -2.943513e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 18409 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 149431 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13239 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435116.000000 Penalty: 32274.470703
Iteration 112Q: 17 clusters Score -2.943512e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 18409 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 7009 members 
Mstep: Class 5 contains 149507 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 24056 members 
Mstep: Class 18 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435098.000000 Penalty: 32274.470703
Iteration 113Q: 17 clusters Score -2.94351e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 18410 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 149578 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 24049 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435092.000000 Penalty: 32274.470703
Iteration 114Q: 17 clusters Score -2.943509e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 18411 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 149626 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 24040 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435072.000000 Penalty: 32274.470703
Iteration 115Q: 17 clusters Score -2.943507e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 18413 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 149674 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 24033 members 
Mstep: Class 18 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435072.000000 Penalty: 32274.470703
Iteration 116Q: 17 clusters Score -2.943507e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 18417 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 7017 members 
Mstep: Class 5 contains 149728 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 24029 members 
Mstep: Class 18 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435078.000000 Penalty: 32274.470703
Iteration 117Q: 17 clusters Score -2.943508e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 18418 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 7016 members 
Mstep: Class 5 contains 149764 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 24027 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435074.000000 Penalty: 32274.470703
Iteration 118Q: 17 clusters Score -2.943507e+07 nChanged 82
Entering ConstructFrom: 
Score: -29435074.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (12665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Entering Unmasked Estep 
Score: -1526848.750000 Penalty: 1535.072144
	Iteration 0F: 2 clusters Score -1526849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1517966.250000 Penalty: 3070.144287
	Iteration 0F: 3 clusters Score -1517966 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1520898.375000 Penalty: 3070.144287
	Iteration 1F: 3 clusters Score -1520898 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1521230.500000 Penalty: 3070.144287
	Iteration 2F: 3 clusters Score -1521230 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1521610.750000 Penalty: 3070.144287
	Iteration 3F: 3 clusters Score -1521611 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1522075.750000 Penalty: 3070.144287
	Iteration 4F: 3 clusters Score -1522076 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1522727.875000 Penalty: 3070.144287
	Iteration 5F: 3 clusters Score -1522728 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1523578.500000 Penalty: 3070.144287
	Iteration 6F: 3 clusters Score -1523578 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1524550.000000 Penalty: 3070.144287
	Iteration 7F: 3 clusters Score -1524550 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1525270.250000 Penalty: 3070.144287
	Iteration 8F: 3 clusters Score -1525270 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1525718.500000 Penalty: 3070.144287
	Iteration 9F: 3 clusters Score -1525718 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1525982.125000 Penalty: 3070.144287
	Iteration 10Q: 3 clusters Score -1525982 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1526125.000000 Penalty: 3070.144287
	Iteration 11Q: 3 clusters Score -1526125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1526237.500000 Penalty: 3070.144287
	Iteration 12Q: 3 clusters Score -1526238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1526306.250000 Penalty: 3070.144287
	Iteration 13Q: 3 clusters Score -1526306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1526337.500000 Penalty: 3070.144287
	Iteration 14Q: 3 clusters Score -1526338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1526360.750000 Penalty: 3070.144287
	Iteration 15Q: 3 clusters Score -1526361 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1526379.750000 Penalty: 3070.144287
	Iteration 16Q: 3 clusters Score -1526380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1526396.875000 Penalty: 3070.144287
	Iteration 17Q: 3 clusters Score -1526397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1526401.375000 Penalty: 3070.144287
	Iteration 18Q: 3 clusters Score -1526401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1526408.750000 Penalty: 3070.144287
	Iteration 19Q: 3 clusters Score -1526409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1526412.625000 Penalty: 3070.144287
	Iteration 20F: 3 clusters Score -1526413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1526415.250000 Penalty: 3070.144287
	Iteration 21Q: 3 clusters Score -1526415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1526420.250000 Penalty: 3070.144287
	Iteration 22Q: 3 clusters Score -1526420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1526422.500000 Penalty: 3070.144287
	Iteration 23Q: 3 clusters Score -1526422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1526428.875000 Penalty: 3070.144287
	Iteration 24Q: 3 clusters Score -1526429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1526431.625000 Penalty: 3070.144287
	Iteration 25Q: 3 clusters Score -1526432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1526430.500000 Penalty: 3070.144287
	Iteration 26Q: 3 clusters Score -1526430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1526429.875000 Penalty: 3070.144287
	Iteration 27Q: 3 clusters Score -1526430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1526433.750000 Penalty: 3070.144287
	Iteration 28Q: 3 clusters Score -1526434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1526436.750000 Penalty: 3070.144287
	Iteration 29Q: 3 clusters Score -1526437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1526438.875000 Penalty: 3070.144287
	Iteration 30Q: 3 clusters Score -1526439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1526438.875000 Penalty: 3070.144287
	Iteration 31Q: 3 clusters Score -1526439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1526438.250000 Penalty: 3070.144287
	Iteration 32Q: 3 clusters Score -1526438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1526439.250000 Penalty: 3070.144287
	Iteration 33Q: 3 clusters Score -1526439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1526437.750000 Penalty: 3070.144287
	Iteration 34Q: 3 clusters Score -1526438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1526440.000000 Penalty: 3070.144287
	Iteration 35Q: 3 clusters Score -1526440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1526439.500000 Penalty: 3070.144287
	Iteration 36Q: 3 clusters Score -1526440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1526441.875000 Penalty: 3070.144287
	Iteration 37Q: 3 clusters Score -1526442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1526438.750000 Penalty: 3070.144287
	Iteration 38Q: 3 clusters Score -1526439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1526442.625000 Penalty: 3070.144287
	Iteration 39Q: 3 clusters Score -1526443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1526439.750000 Penalty: 3070.144287
	Iteration 40F: 3 clusters Score -1526440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1526440.250000 Penalty: 3070.144287
	Iteration 41Q: 3 clusters Score -1526440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1526443.250000 Penalty: 3070.144287
	Iteration 42Q: 3 clusters Score -1526443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1526442.125000 Penalty: 3070.144287
	Iteration 43Q: 3 clusters Score -1526442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1526444.500000 Penalty: 3070.144287
	Iteration 44Q: 3 clusters Score -1526444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1526445.750000 Penalty: 3070.144287
	Iteration 45Q: 3 clusters Score -1526446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1526444.375000 Penalty: 3070.144287
	Iteration 46Q: 3 clusters Score -1526444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1526443.875000 Penalty: 3070.144287
	Iteration 47Q: 3 clusters Score -1526444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1526445.625000 Penalty: 3070.144287
	Iteration 48Q: 3 clusters Score -1526446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1526447.000000 Penalty: 3070.144287
	Iteration 49Q: 3 clusters Score -1526447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1526444.750000 Penalty: 3070.144287
	Iteration 50Q: 3 clusters Score -1526445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1526444.500000 Penalty: 3070.144287
	Iteration 51Q: 3 clusters Score -1526444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1526445.750000 Penalty: 3070.144287
	Iteration 52Q: 3 clusters Score -1526446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1526445.750000 Penalty: 3070.144287
	Iteration 53F: 3 clusters Score -1526446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Entering Unmasked Estep 
Score: -2192146.000000 Penalty: 1595.908447
	Iteration 0F: 2 clusters Score -2192146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2179405.750000 Penalty: 3191.816895
	Iteration 0F: 3 clusters Score -2179406 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2183881.500000 Penalty: 3191.816895
	Iteration 1F: 3 clusters Score -2183882 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2184191.500000 Penalty: 3191.816895
	Iteration 2Q: 3 clusters Score -2184192 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2184562.500000 Penalty: 3191.816895
	Iteration 3Q: 3 clusters Score -2184562 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2185121.750000 Penalty: 3191.816895
	Iteration 4F: 3 clusters Score -2185122 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2185903.000000 Penalty: 3191.816895
	Iteration 5F: 3 clusters Score -2185903 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2186839.250000 Penalty: 3191.816895
	Iteration 6F: 3 clusters Score -2186839 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2187747.250000 Penalty: 3191.816895
	Iteration 7F: 3 clusters Score -2187747 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2188452.750000 Penalty: 3191.816895
	Iteration 8F: 3 clusters Score -2188453 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2189061.000000 Penalty: 3191.816895
	Iteration 9Q: 3 clusters Score -2189061 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2189603.750000 Penalty: 3191.816895
	Iteration 10Q: 3 clusters Score -2189604 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2190026.250000 Penalty: 3191.816895
	Iteration 11Q: 3 clusters Score -2190026 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2190293.750000 Penalty: 3191.816895
	Iteration 12Q: 3 clusters Score -2190294 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2190467.250000 Penalty: 3191.816895
	Iteration 13Q: 3 clusters Score -2190467 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2190587.750000 Penalty: 3191.816895
	Iteration 14Q: 3 clusters Score -2190588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2190651.000000 Penalty: 3191.816895
	Iteration 15Q: 3 clusters Score -2190651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2190679.750000 Penalty: 3191.816895
	Iteration 16Q: 3 clusters Score -2190680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2190702.000000 Penalty: 3191.816895
	Iteration 17Q: 3 clusters Score -2190702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2190721.000000 Penalty: 3191.816895
	Iteration 18Q: 3 clusters Score -2190721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2190731.000000 Penalty: 3191.816895
	Iteration 19Q: 3 clusters Score -2190731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2190738.750000 Penalty: 3191.816895
	Iteration 20F: 3 clusters Score -2190739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2190749.000000 Penalty: 3191.816895
	Iteration 21Q: 3 clusters Score -2190749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2190755.250000 Penalty: 3191.816895
	Iteration 22Q: 3 clusters Score -2190755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2190765.750000 Penalty: 3191.816895
	Iteration 23Q: 3 clusters Score -2190766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2190772.250000 Penalty: 3191.816895
	Iteration 24Q: 3 clusters Score -2190772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2190774.000000 Penalty: 3191.816895
	Iteration 25Q: 3 clusters Score -2190774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2190777.750000 Penalty: 3191.816895
	Iteration 26Q: 3 clusters Score -2190778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2190781.250000 Penalty: 3191.816895
	Iteration 27Q: 3 clusters Score -2190781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2190783.000000 Penalty: 3191.816895
	Iteration 28Q: 3 clusters Score -2190783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2190783.000000 Penalty: 3191.816895
	Iteration 29F: 3 clusters Score -2190783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -271128.156250 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -271128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -268870.375000 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -268870.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -269341.656250 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -269341.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -269455.562500 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -269455.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269527.718750 Penalty: 2511.735107
	Iteration 3Q: 3 clusters Score -269527.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -269586.281250 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -269586.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -269647.500000 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -269647.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -269694.468750 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -269694.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -269737.656250 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -269737.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -269774.750000 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -269774.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -269818.156250 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -269818.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -269851.531250 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -269851.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -269873.875000 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -269873.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -269893.875000 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -269893.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -269908.406250 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -269908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -269915.562500 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -269915.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -269923.437500 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -269923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -269932.593750 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -269932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -269940.468750 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -269940.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -269947.625000 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -269947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -269953.812500 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -269953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -269957.406250 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -269957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -269964.468750 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -269964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -269977.656250 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -269977.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -269991.156250 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -269991.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -270002.468750 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -270002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -270013.312500 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -270013.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -270026.875000 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -270026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -270041.375000 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -270041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -270046.437500 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -270046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -270050.718750 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -270050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -270055.187500 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -270055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -270059.500000 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -270059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -270061.218750 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -270061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -270064.093750 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -270064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -270064.593750 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -270064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -270065.437500 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -270065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -270065.437500 Penalty: 2511.735107
	Iteration 36F: 3 clusters Score -270065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -868412.687500 Penalty: 1439.137939
	Iteration 0F: 2 clusters Score -868412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -863161.187500 Penalty: 2878.275879
	Iteration 0F: 3 clusters Score -863161.2 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -864746.937500 Penalty: 2878.275879
	Iteration 1F: 3 clusters Score -864746.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -864951.687500 Penalty: 2878.275879
	Iteration 2F: 3 clusters Score -864951.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -865135.062500 Penalty: 2878.275879
	Iteration 3F: 3 clusters Score -865135.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -865320.687500 Penalty: 2878.275879
	Iteration 4Q: 3 clusters Score -865320.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -865538.687500 Penalty: 2878.275879
	Iteration 5F: 3 clusters Score -865538.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -865773.625000 Penalty: 2878.275879
	Iteration 6F: 3 clusters Score -865773.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -865998.437500 Penalty: 2878.275879
	Iteration 7Q: 3 clusters Score -865998.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -866205.250000 Penalty: 2878.275879
	Iteration 8Q: 3 clusters Score -866205.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -866389.750000 Penalty: 2878.275879
	Iteration 9Q: 3 clusters Score -866389.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -866574.625000 Penalty: 2878.275879
	Iteration 10Q: 3 clusters Score -866574.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -866717.000000 Penalty: 2878.275879
	Iteration 11Q: 3 clusters Score -866717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -866830.187500 Penalty: 2878.275879
	Iteration 12Q: 3 clusters Score -866830.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -866909.625000 Penalty: 2878.275879
	Iteration 13Q: 3 clusters Score -866909.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -866979.312500 Penalty: 2878.275879
	Iteration 14Q: 3 clusters Score -866979.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -867024.500000 Penalty: 2878.275879
	Iteration 15Q: 3 clusters Score -867024.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -867059.750000 Penalty: 2878.275879
	Iteration 16Q: 3 clusters Score -867059.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -867081.875000 Penalty: 2878.275879
	Iteration 17Q: 3 clusters Score -867081.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -867098.312500 Penalty: 2878.275879
	Iteration 18Q: 3 clusters Score -867098.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -867102.750000 Penalty: 2878.275879
	Iteration 19Q: 3 clusters Score -867102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -867106.000000 Penalty: 2878.275879
	Iteration 20F: 3 clusters Score -867106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -867108.000000 Penalty: 2878.275879
	Iteration 21Q: 3 clusters Score -867108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -867113.562500 Penalty: 2878.275879
	Iteration 22Q: 3 clusters Score -867113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -867117.250000 Penalty: 2878.275879
	Iteration 23Q: 3 clusters Score -867117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -867118.687500 Penalty: 2878.275879
	Iteration 24Q: 3 clusters Score -867118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -867122.125000 Penalty: 2878.275879
	Iteration 25Q: 3 clusters Score -867122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -867122.937500 Penalty: 2878.275879
	Iteration 26Q: 3 clusters Score -867122.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -867128.437500 Penalty: 2878.275879
	Iteration 27Q: 3 clusters Score -867128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -867130.750000 Penalty: 2878.275879
	Iteration 28Q: 3 clusters Score -867130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -867135.437500 Penalty: 2878.275879
	Iteration 29Q: 3 clusters Score -867135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -867137.750000 Penalty: 2878.275879
	Iteration 30Q: 3 clusters Score -867137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -867138.500000 Penalty: 2878.275879
	Iteration 31Q: 3 clusters Score -867138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -867139.937500 Penalty: 2878.275879
	Iteration 32Q: 3 clusters Score -867139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -867140.312500 Penalty: 2878.275879
	Iteration 33Q: 3 clusters Score -867140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -867140.312500 Penalty: 2878.275879
	Iteration 34Q: 3 clusters Score -867140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -867141.562500 Penalty: 2878.275879
	Iteration 35Q: 3 clusters Score -867141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -867143.125000 Penalty: 2878.275879
	Iteration 36Q: 3 clusters Score -867143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -867142.625000 Penalty: 2878.275879
	Iteration 37Q: 3 clusters Score -867142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -867145.375000 Penalty: 2878.275879
	Iteration 38Q: 3 clusters Score -867145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -867147.500000 Penalty: 2878.275879
	Iteration 39Q: 3 clusters Score -867147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -867146.875000 Penalty: 2878.275879
	Iteration 40F: 3 clusters Score -867146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -867147.875000 Penalty: 2878.275879
	Iteration 41Q: 3 clusters Score -867147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -867148.375000 Penalty: 2878.275879
	Iteration 42Q: 3 clusters Score -867148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -867149.437500 Penalty: 2878.275879
	Iteration 43Q: 3 clusters Score -867149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -867152.250000 Penalty: 2878.275879
	Iteration 44Q: 3 clusters Score -867152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -867153.500000 Penalty: 2878.275879
	Iteration 45Q: 3 clusters Score -867153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -867153.937500 Penalty: 2878.275879
	Iteration 46Q: 3 clusters Score -867153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -867156.687500 Penalty: 2878.275879
	Iteration 47Q: 3 clusters Score -867156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -867163.437500 Penalty: 2878.275879
	Iteration 48Q: 3 clusters Score -867163.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -867166.312500 Penalty: 2878.275879
	Iteration 49Q: 3 clusters Score -867166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -867171.937500 Penalty: 2878.275879
	Iteration 50Q: 3 clusters Score -867171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -867175.562500 Penalty: 2878.275879
	Iteration 51Q: 3 clusters Score -867175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -867176.312500 Penalty: 2878.275879
	Iteration 52Q: 3 clusters Score -867176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -867179.625000 Penalty: 2878.275879
	Iteration 53Q: 3 clusters Score -867179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -867179.375000 Penalty: 2878.275879
	Iteration 54Q: 3 clusters Score -867179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -867182.625000 Penalty: 2878.275879
	Iteration 55Q: 3 clusters Score -867182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -867183.937500 Penalty: 2878.275879
	Iteration 56Q: 3 clusters Score -867183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -867184.187500 Penalty: 2878.275879
	Iteration 57Q: 3 clusters Score -867184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -867185.187500 Penalty: 2878.275879
	Iteration 58Q: 3 clusters Score -867185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -867185.625000 Penalty: 2878.275879
	Iteration 59Q: 3 clusters Score -867185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -867185.625000 Penalty: 2878.275879
	Iteration 60F: 3 clusters Score -867185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Entering Unmasked Estep 
Score: -18184092.000000 Penalty: 1936.526978
	Iteration 0F: 2 clusters Score -1.818409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -18090520.000000 Penalty: 3873.053955
	Iteration 0F: 3 clusters Score -1.809052e+07 nChanged 72512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -18133832.000000 Penalty: 3873.053955
	Iteration 1F: 3 clusters Score -1.813383e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -18134952.000000 Penalty: 3873.053955
	Iteration 2Q: 3 clusters Score -1.813495e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -18136656.000000 Penalty: 3873.053955
	Iteration 3Q: 3 clusters Score -1.813666e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -18138852.000000 Penalty: 3873.053955
	Iteration 4Q: 3 clusters Score -1.813885e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -18141694.000000 Penalty: 3873.053955
	Iteration 5Q: 3 clusters Score -1.814169e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -18145446.000000 Penalty: 3873.053955
	Iteration 6F: 3 clusters Score -1.814545e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -18150406.000000 Penalty: 3873.053955
	Iteration 7F: 3 clusters Score -1.815041e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -18155552.000000 Penalty: 3873.053955
	Iteration 8F: 3 clusters Score -1.815555e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -18160448.000000 Penalty: 3873.053955
	Iteration 9F: 3 clusters Score -1.816045e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -18163952.000000 Penalty: 3873.053955
	Iteration 10Q: 3 clusters Score -1.816395e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -18165998.000000 Penalty: 3873.053955
	Iteration 11Q: 3 clusters Score -1.8166e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -18167212.000000 Penalty: 3873.053955
	Iteration 12Q: 3 clusters Score -1.816721e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -18167816.000000 Penalty: 3873.053955
	Iteration 13Q: 3 clusters Score -1.816782e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 97750 members 
Entering Unmasked Estep 
Score: -18168294.000000 Penalty: 3873.053955
	Iteration 14Q: 3 clusters Score -1.816829e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -18168726.000000 Penalty: 3873.053955
	Iteration 15Q: 3 clusters Score -1.816873e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -18169080.000000 Penalty: 3873.053955
	Iteration 16Q: 3 clusters Score -1.816908e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -18169498.000000 Penalty: 3873.053955
	Iteration 17Q: 3 clusters Score -1.81695e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -18169918.000000 Penalty: 3873.053955
	Iteration 18Q: 3 clusters Score -1.816992e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -18170368.000000 Penalty: 3873.053955
	Iteration 19Q: 3 clusters Score -1.817037e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -18170674.000000 Penalty: 3873.053955
	Iteration 20F: 3 clusters Score -1.817067e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 107881 members 
Entering Unmasked Estep 
Score: -18171166.000000 Penalty: 3873.053955
	Iteration 21Q: 3 clusters Score -1.817117e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -18171642.000000 Penalty: 3873.053955
	Iteration 22Q: 3 clusters Score -1.817164e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -18172148.000000 Penalty: 3873.053955
	Iteration 23Q: 3 clusters Score -1.817215e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 112843 members 
Entering Unmasked Estep 
Score: -18172476.000000 Penalty: 3873.053955
	Iteration 24Q: 3 clusters Score -1.817248e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -18172976.000000 Penalty: 3873.053955
	Iteration 25Q: 3 clusters Score -1.817298e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -18173520.000000 Penalty: 3873.053955
	Iteration 26Q: 3 clusters Score -1.817352e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 118014 members 
Entering Unmasked Estep 
Score: -18174170.000000 Penalty: 3873.053955
	Iteration 27Q: 3 clusters Score -1.817417e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -18174758.000000 Penalty: 3873.053955
	Iteration 28Q: 3 clusters Score -1.817476e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -18175280.000000 Penalty: 3873.053955
	Iteration 29Q: 3 clusters Score -1.817528e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -18175972.000000 Penalty: 3873.053955
	Iteration 30Q: 3 clusters Score -1.817597e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -18176594.000000 Penalty: 3873.053955
	Iteration 31Q: 3 clusters Score -1.817659e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -18177162.000000 Penalty: 3873.053955
	Iteration 32Q: 3 clusters Score -1.817716e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 128567 members 
Entering Unmasked Estep 
Score: -18177598.000000 Penalty: 3873.053955
	Iteration 33Q: 3 clusters Score -1.81776e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -18178086.000000 Penalty: 3873.053955
	Iteration 34Q: 3 clusters Score -1.817809e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
Score: -18178466.000000 Penalty: 3873.053955
	Iteration 35Q: 3 clusters Score -1.817847e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 132925 members 
Entering Unmasked Estep 
Score: -18178898.000000 Penalty: 3873.053955
	Iteration 36Q: 3 clusters Score -1.81789e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -18179314.000000 Penalty: 3873.053955
	Iteration 37Q: 3 clusters Score -1.817931e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -18179728.000000 Penalty: 3873.053955
	Iteration 38Q: 3 clusters Score -1.817973e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 136661 members 
Entering Unmasked Estep 
Score: -18180084.000000 Penalty: 3873.053955
	Iteration 39Q: 3 clusters Score -1.818008e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -18180462.000000 Penalty: 3873.053955
	Iteration 40F: 3 clusters Score -1.818046e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -18180852.000000 Penalty: 3873.053955
	Iteration 41Q: 3 clusters Score -1.818085e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -18181172.000000 Penalty: 3873.053955
	Iteration 42Q: 3 clusters Score -1.818117e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -18181498.000000 Penalty: 3873.053955
	Iteration 43Q: 3 clusters Score -1.81815e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -18181836.000000 Penalty: 3873.053955
	Iteration 44Q: 3 clusters Score -1.818184e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -18182078.000000 Penalty: 3873.053955
	Iteration 45Q: 3 clusters Score -1.818208e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -18182352.000000 Penalty: 3873.053955
	Iteration 46Q: 3 clusters Score -1.818235e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -18182562.000000 Penalty: 3873.053955
	Iteration 47Q: 3 clusters Score -1.818256e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -18182708.000000 Penalty: 3873.053955
	Iteration 48Q: 3 clusters Score -1.818271e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -18182820.000000 Penalty: 3873.053955
	Iteration 49Q: 3 clusters Score -1.818282e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -18182942.000000 Penalty: 3873.053955
	Iteration 50Q: 3 clusters Score -1.818294e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -18183038.000000 Penalty: 3873.053955
	Iteration 51Q: 3 clusters Score -1.818304e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -18183126.000000 Penalty: 3873.053955
	Iteration 52Q: 3 clusters Score -1.818313e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -18183150.000000 Penalty: 3873.053955
	Iteration 53Q: 3 clusters Score -1.818315e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -18183166.000000 Penalty: 3873.053955
	Iteration 54Q: 3 clusters Score -1.818317e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 146264 members 
Entering Unmasked Estep 
Score: -18183150.000000 Penalty: 3873.053955
	Iteration 55Q: 3 clusters Score -1.818315e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -18183200.000000 Penalty: 3873.053955
	Iteration 56Q: 3 clusters Score -1.81832e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 146487 members 
Entering Unmasked Estep 
Score: -18183218.000000 Penalty: 3873.053955
	Iteration 57Q: 3 clusters Score -1.818322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -18183240.000000 Penalty: 3873.053955
	Iteration 58Q: 3 clusters Score -1.818324e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 146699 members 
Entering Unmasked Estep 
Score: -18183272.000000 Penalty: 3873.053955
	Iteration 59Q: 3 clusters Score -1.818327e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -18183300.000000 Penalty: 3873.053955
	Iteration 60F: 3 clusters Score -1.81833e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 146892 members 
Entering Unmasked Estep 
Score: -18183290.000000 Penalty: 3873.053955
	Iteration 61Q: 3 clusters Score -1.818329e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -18183312.000000 Penalty: 3873.053955
	Iteration 62Q: 3 clusters Score -1.818331e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -18183348.000000 Penalty: 3873.053955
	Iteration 63Q: 3 clusters Score -1.818335e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -18183328.000000 Penalty: 3873.053955
	Iteration 64Q: 3 clusters Score -1.818333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 147177 members 
Entering Unmasked Estep 
Score: -18183332.000000 Penalty: 3873.053955
	Iteration 65Q: 3 clusters Score -1.818333e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -18183342.000000 Penalty: 3873.053955
	Iteration 66Q: 3 clusters Score -1.818334e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -18183350.000000 Penalty: 3873.053955
	Iteration 67Q: 3 clusters Score -1.818335e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 147368 members 
Entering Unmasked Estep 
Score: -18183376.000000 Penalty: 3873.053955
	Iteration 68Q: 3 clusters Score -1.818338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -18183378.000000 Penalty: 3873.053955
	Iteration 69Q: 3 clusters Score -1.818338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 147469 members 
Entering Unmasked Estep 
Score: -18183384.000000 Penalty: 3873.053955
	Iteration 70Q: 3 clusters Score -1.818338e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -18183396.000000 Penalty: 3873.053955
	Iteration 71Q: 3 clusters Score -1.81834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -18183408.000000 Penalty: 3873.053955
	Iteration 72Q: 3 clusters Score -1.818341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 147614 members 
Entering Unmasked Estep 
Score: -18183400.000000 Penalty: 3873.053955
	Iteration 73Q: 3 clusters Score -1.81834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -18183408.000000 Penalty: 3873.053955
	Iteration 74Q: 3 clusters Score -1.818341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -18183424.000000 Penalty: 3873.053955
	Iteration 75Q: 3 clusters Score -1.818342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 147710 members 
Entering Unmasked Estep 
Score: -18183404.000000 Penalty: 3873.053955
	Iteration 76Q: 3 clusters Score -1.81834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -18183404.000000 Penalty: 3873.053955
	Iteration 77Q: 3 clusters Score -1.81834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -18183428.000000 Penalty: 3873.053955
	Iteration 78Q: 3 clusters Score -1.818343e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 147783 members 
Entering Unmasked Estep 
Score: -18183406.000000 Penalty: 3873.053955
	Iteration 79Q: 3 clusters Score -1.818341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 147798 members 
Entering Unmasked Estep 
Score: -18183428.000000 Penalty: 3873.053955
	Iteration 80F: 3 clusters Score -1.818343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -18183436.000000 Penalty: 3873.053955
	Iteration 81Q: 3 clusters Score -1.818344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -18183444.000000 Penalty: 3873.053955
	Iteration 82Q: 3 clusters Score -1.818344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -18183452.000000 Penalty: 3873.053955
	Iteration 83Q: 3 clusters Score -1.818345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -18183436.000000 Penalty: 3873.053955
	Iteration 84Q: 3 clusters Score -1.818344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -18183436.000000 Penalty: 3873.053955
	Iteration 85Q: 3 clusters Score -1.818344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -18183438.000000 Penalty: 3873.053955
	Iteration 86Q: 3 clusters Score -1.818344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -18183440.000000 Penalty: 3873.053955
	Iteration 87Q: 3 clusters Score -1.818344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -18183438.000000 Penalty: 3873.053955
	Iteration 88Q: 3 clusters Score -1.818344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -18183430.000000 Penalty: 3873.053955
	Iteration 89Q: 3 clusters Score -1.818343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -18183434.000000 Penalty: 3873.053955
	Iteration 90Q: 3 clusters Score -1.818343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -18183422.000000 Penalty: 3873.053955
	Iteration 91Q: 3 clusters Score -1.818342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -18183416.000000 Penalty: 3873.053955
	Iteration 92Q: 3 clusters Score -1.818342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -18183410.000000 Penalty: 3873.053955
	Iteration 93Q: 3 clusters Score -1.818341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -18183422.000000 Penalty: 3873.053955
	Iteration 94Q: 3 clusters Score -1.818342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -18183424.000000 Penalty: 3873.053955
	Iteration 95Q: 3 clusters Score -1.818342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -18183424.000000 Penalty: 3873.053955
	Iteration 96Q: 3 clusters Score -1.818342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -18183418.000000 Penalty: 3873.053955
	Iteration 97Q: 3 clusters Score -1.818342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -18183424.000000 Penalty: 3873.053955
	Iteration 98Q: 3 clusters Score -1.818342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -18183418.000000 Penalty: 3873.053955
	Iteration 99Q: 3 clusters Score -1.818342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -18183444.000000 Penalty: 3873.053955
	Iteration 100F: 3 clusters Score -1.818344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -18183434.000000 Penalty: 3873.053955
	Iteration 101Q: 3 clusters Score -1.818343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -18183434.000000 Penalty: 3873.053955
	Iteration 102Q: 3 clusters Score -1.818343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -18183422.000000 Penalty: 3873.053955
	Iteration 103Q: 3 clusters Score -1.818342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -18183422.000000 Penalty: 3873.053955
	Iteration 104F: 3 clusters Score -1.818342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -141758.984375 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -141759 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 592 members 
Entering Unmasked Estep 
Score: -140166.968750 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -140167 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140439.625000 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -140439.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140526.062500 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -140526.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140571.406250 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -140571.4 nChanged 30
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: -140599.937500 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -140599.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140621.859375 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -140621.9 nChanged 19
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: -140639.468750 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -140639.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -140648.390625 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -140648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140652.328125 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -140652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140656.203125 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -140656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140657.984375 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -140658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140660.656250 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -140660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140662.750000 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -140662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140664.171875 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -140664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140666.593750 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -140666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140667.609375 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -140667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140667.609375 Penalty: 2312.035645
	Iteration 16F: 3 clusters Score -140667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 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 161 members 
Entering Unmasked Estep 
Score: -42192.910156 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42192.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42293.507812 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42293.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42332.207031 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -42332.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42352.730469 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42352.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42357.191406 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42357.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42357.191406 Penalty: 1856.963135
	Iteration 5F: 3 clusters Score -42357.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -82777.414062 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -82777.41 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 382 members 
Entering Unmasked Estep 
Score: -81503.929688 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -81503.93 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81730.968750 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -81730.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81808.187500 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -81808.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81834.898438 Penalty: 2155.400635
	Iteration 3Q: 3 clusters Score -81834.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81848.460938 Penalty: 2155.400635
	Iteration 4Q: 3 clusters Score -81848.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81858.132812 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -81858.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81864.140625 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -81864.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81871.734375 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -81871.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81876.593750 Penalty: 2155.400635
	Iteration 8Q: 3 clusters Score -81876.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81879.390625 Penalty: 2155.400635
	Iteration 9Q: 3 clusters Score -81879.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81879.390625 Penalty: 2155.400635
	Iteration 10F: 3 clusters Score -81879.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -13750.668945 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13750.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -13772.672852 Penalty: 1476.570801
	Iteration 1Q: 3 clusters Score -13772.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -13772.672852 Penalty: 1476.570801
	Iteration 2F: 3 clusters Score -13772.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -1628497.875000 Penalty: 1542.299438
	Iteration 0F: 2 clusters Score -1628498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1619372.250000 Penalty: 3084.598877
	Iteration 0F: 3 clusters Score -1619372 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1622377.375000 Penalty: 3084.598877
	Iteration 1F: 3 clusters Score -1622377 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1622683.500000 Penalty: 3084.598877
	Iteration 2F: 3 clusters Score -1622684 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1622986.750000 Penalty: 3084.598877
	Iteration 3Q: 3 clusters Score -1622987 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1623309.500000 Penalty: 3084.598877
	Iteration 4Q: 3 clusters Score -1623310 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1623660.375000 Penalty: 3084.598877
	Iteration 5Q: 3 clusters Score -1623660 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1624055.125000 Penalty: 3084.598877
	Iteration 6Q: 3 clusters Score -1624055 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1624480.375000 Penalty: 3084.598877
	Iteration 7Q: 3 clusters Score -1624480 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1624889.750000 Penalty: 3084.598877
	Iteration 8Q: 3 clusters Score -1624890 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1625234.750000 Penalty: 3084.598877
	Iteration 9Q: 3 clusters Score -1625235 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1625506.625000 Penalty: 3084.598877
	Iteration 10Q: 3 clusters Score -1625507 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1625692.250000 Penalty: 3084.598877
	Iteration 11Q: 3 clusters Score -1625692 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1625808.875000 Penalty: 3084.598877
	Iteration 12Q: 3 clusters Score -1625809 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1625882.375000 Penalty: 3084.598877
	Iteration 13Q: 3 clusters Score -1625882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1625925.875000 Penalty: 3084.598877
	Iteration 14Q: 3 clusters Score -1625926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1625960.875000 Penalty: 3084.598877
	Iteration 15Q: 3 clusters Score -1625961 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1625986.000000 Penalty: 3084.598877
	Iteration 16Q: 3 clusters Score -1625986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1625998.375000 Penalty: 3084.598877
	Iteration 17Q: 3 clusters Score -1625998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1626012.125000 Penalty: 3084.598877
	Iteration 18Q: 3 clusters Score -1626012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1626028.875000 Penalty: 3084.598877
	Iteration 19Q: 3 clusters Score -1626029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1626042.875000 Penalty: 3084.598877
	Iteration 20F: 3 clusters Score -1626043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1626049.625000 Penalty: 3084.598877
	Iteration 21Q: 3 clusters Score -1626050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1626064.875000 Penalty: 3084.598877
	Iteration 22Q: 3 clusters Score -1626065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1626088.375000 Penalty: 3084.598877
	Iteration 23Q: 3 clusters Score -1626088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1626107.500000 Penalty: 3084.598877
	Iteration 24Q: 3 clusters Score -1626108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1626121.750000 Penalty: 3084.598877
	Iteration 25Q: 3 clusters Score -1626122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1626146.000000 Penalty: 3084.598877
	Iteration 26Q: 3 clusters Score -1626146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1626171.000000 Penalty: 3084.598877
	Iteration 27Q: 3 clusters Score -1626171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1626194.625000 Penalty: 3084.598877
	Iteration 28Q: 3 clusters Score -1626195 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1626218.125000 Penalty: 3084.598877
	Iteration 29Q: 3 clusters Score -1626218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1626243.250000 Penalty: 3084.598877
	Iteration 30Q: 3 clusters Score -1626243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1626271.625000 Penalty: 3084.598877
	Iteration 31Q: 3 clusters Score -1626272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1626296.750000 Penalty: 3084.598877
	Iteration 32Q: 3 clusters Score -1626297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1626326.125000 Penalty: 3084.598877
	Iteration 33Q: 3 clusters Score -1626326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1626359.750000 Penalty: 3084.598877
	Iteration 34Q: 3 clusters Score -1626360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1626391.375000 Penalty: 3084.598877
	Iteration 35Q: 3 clusters Score -1626391 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1626429.000000 Penalty: 3084.598877
	Iteration 36Q: 3 clusters Score -1626429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1626477.375000 Penalty: 3084.598877
	Iteration 37Q: 3 clusters Score -1626477 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1626528.000000 Penalty: 3084.598877
	Iteration 38Q: 3 clusters Score -1626528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1626585.375000 Penalty: 3084.598877
	Iteration 39Q: 3 clusters Score -1626585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1626640.375000 Penalty: 3084.598877
	Iteration 40F: 3 clusters Score -1626640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1626695.750000 Penalty: 3084.598877
	Iteration 41Q: 3 clusters Score -1626696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1626745.750000 Penalty: 3084.598877
	Iteration 42Q: 3 clusters Score -1626746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1626787.750000 Penalty: 3084.598877
	Iteration 43Q: 3 clusters Score -1626788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1626836.750000 Penalty: 3084.598877
	Iteration 44Q: 3 clusters Score -1626837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1626869.750000 Penalty: 3084.598877
	Iteration 45Q: 3 clusters Score -1626870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1626902.250000 Penalty: 3084.598877
	Iteration 46Q: 3 clusters Score -1626902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1626939.000000 Penalty: 3084.598877
	Iteration 47Q: 3 clusters Score -1626939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1626973.750000 Penalty: 3084.598877
	Iteration 48Q: 3 clusters Score -1626974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1626996.000000 Penalty: 3084.598877
	Iteration 49Q: 3 clusters Score -1626996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1627014.625000 Penalty: 3084.598877
	Iteration 50Q: 3 clusters Score -1627015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1627027.750000 Penalty: 3084.598877
	Iteration 51Q: 3 clusters Score -1627028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1627036.625000 Penalty: 3084.598877
	Iteration 52Q: 3 clusters Score -1627037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1627039.125000 Penalty: 3084.598877
	Iteration 53Q: 3 clusters Score -1627039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1627047.500000 Penalty: 3084.598877
	Iteration 54Q: 3 clusters Score -1627048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1627054.375000 Penalty: 3084.598877
	Iteration 55Q: 3 clusters Score -1627054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1627062.250000 Penalty: 3084.598877
	Iteration 56Q: 3 clusters Score -1627062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1627072.250000 Penalty: 3084.598877
	Iteration 57Q: 3 clusters Score -1627072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1627081.375000 Penalty: 3084.598877
	Iteration 58Q: 3 clusters Score -1627081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1627090.875000 Penalty: 3084.598877
	Iteration 59Q: 3 clusters Score -1627091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1627104.125000 Penalty: 3084.598877
	Iteration 60F: 3 clusters Score -1627104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1627114.625000 Penalty: 3084.598877
	Iteration 61Q: 3 clusters Score -1627115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1627116.750000 Penalty: 3084.598877
	Iteration 62Q: 3 clusters Score -1627117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1627117.875000 Penalty: 3084.598877
	Iteration 63Q: 3 clusters Score -1627118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1627122.000000 Penalty: 3084.598877
	Iteration 64Q: 3 clusters Score -1627122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1627124.000000 Penalty: 3084.598877
	Iteration 65Q: 3 clusters Score -1627124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1627127.000000 Penalty: 3084.598877
	Iteration 66Q: 3 clusters Score -1627127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1627131.375000 Penalty: 3084.598877
	Iteration 67Q: 3 clusters Score -1627131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1627136.000000 Penalty: 3084.598877
	Iteration 68Q: 3 clusters Score -1627136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1627137.000000 Penalty: 3084.598877
	Iteration 69Q: 3 clusters Score -1627137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1627137.250000 Penalty: 3084.598877
	Iteration 70Q: 3 clusters Score -1627137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1627141.750000 Penalty: 3084.598877
	Iteration 71Q: 3 clusters Score -1627142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1627140.375000 Penalty: 3084.598877
	Iteration 72Q: 3 clusters Score -1627140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1627143.625000 Penalty: 3084.598877
	Iteration 73Q: 3 clusters Score -1627144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1627148.875000 Penalty: 3084.598877
	Iteration 74Q: 3 clusters Score -1627149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1627150.125000 Penalty: 3084.598877
	Iteration 75Q: 3 clusters Score -1627150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1627151.500000 Penalty: 3084.598877
	Iteration 76Q: 3 clusters Score -1627152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1627153.625000 Penalty: 3084.598877
	Iteration 77Q: 3 clusters Score -1627154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1627155.875000 Penalty: 3084.598877
	Iteration 78Q: 3 clusters Score -1627156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1627155.625000 Penalty: 3084.598877
	Iteration 79Q: 3 clusters Score -1627156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1627160.625000 Penalty: 3084.598877
	Iteration 80F: 3 clusters Score -1627161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1627163.875000 Penalty: 3084.598877
	Iteration 81Q: 3 clusters Score -1627164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1627164.875000 Penalty: 3084.598877
	Iteration 82Q: 3 clusters Score -1627165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1627169.125000 Penalty: 3084.598877
	Iteration 83Q: 3 clusters Score -1627169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1627173.625000 Penalty: 3084.598877
	Iteration 84Q: 3 clusters Score -1627174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1627176.250000 Penalty: 3084.598877
	Iteration 85Q: 3 clusters Score -1627176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1627178.000000 Penalty: 3084.598877
	Iteration 86Q: 3 clusters Score -1627178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1627182.875000 Penalty: 3084.598877
	Iteration 87Q: 3 clusters Score -1627183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1627184.500000 Penalty: 3084.598877
	Iteration 88Q: 3 clusters Score -1627184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1627185.500000 Penalty: 3084.598877
	Iteration 89Q: 3 clusters Score -1627186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1627184.000000 Penalty: 3084.598877
	Iteration 90Q: 3 clusters Score -1627184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1627186.125000 Penalty: 3084.598877
	Iteration 91Q: 3 clusters Score -1627186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1627186.000000 Penalty: 3084.598877
	Iteration 92Q: 3 clusters Score -1627186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1627188.625000 Penalty: 3084.598877
	Iteration 93Q: 3 clusters Score -1627189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1627192.875000 Penalty: 3084.598877
	Iteration 94Q: 3 clusters Score -1627193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1627192.250000 Penalty: 3084.598877
	Iteration 95Q: 3 clusters Score -1627192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1627190.625000 Penalty: 3084.598877
	Iteration 96Q: 3 clusters Score -1627191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1627192.000000 Penalty: 3084.598877
	Iteration 97Q: 3 clusters Score -1627192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1627192.000000 Penalty: 3084.598877
	Iteration 98F: 3 clusters Score -1627192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -351051.000000 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -351051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348275.968750 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -348276 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -348981.312500 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -348981.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -349119.281250 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -349119.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -349208.812500 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -349208.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -349271.875000 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -349271.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -349329.062500 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -349329.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -349364.218750 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -349364.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -349402.250000 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -349402.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -349442.750000 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -349442.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -349485.406250 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -349485.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -349521.281250 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -349521.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -349550.281250 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -349550.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -349579.968750 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -349580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -349608.781250 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -349608.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -349636.906250 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -349636.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -349660.031250 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -349660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -349679.593750 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -349679.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -349694.625000 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -349694.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -349709.656250 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -349709.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -349729.625000 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -349729.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -349747.281250 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -349747.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -349761.937500 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -349761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -349776.812500 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -349776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -349786.937500 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -349786.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -349801.125000 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -349801.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -349811.093750 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -349811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -349818.781250 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -349818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -349824.125000 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -349824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -349825.625000 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -349825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -349827.281250 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -349827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -349827.281250 Penalty: 2608.399170
	Iteration 30F: 3 clusters Score -349827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -232218.937500 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -232218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230177.390625 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -230177.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230594.703125 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -230594.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230698.531250 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -230698.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230767.093750 Penalty: 2460.226562
	Iteration 3Q: 3 clusters Score -230767.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -230810.953125 Penalty: 2460.226562
	Iteration 4Q: 3 clusters Score -230811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -230833.609375 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -230833.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230850.859375 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -230850.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -230874.015625 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -230874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -230892.671875 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -230892.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -230914.156250 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -230914.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -230935.546875 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -230935.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -230953.359375 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -230953.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -230972.500000 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -230972.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230989.609375 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -230989.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231007.265625 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -231007.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -231029.531250 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -231029.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -231047.234375 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -231047.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231062.546875 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -231062.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -231071.234375 Penalty: 2460.226562
	Iteration 18Q: 3 clusters Score -231071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -231078.562500 Penalty: 2460.226562
	Iteration 19Q: 3 clusters Score -231078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -231083.031250 Penalty: 2460.226562
	Iteration 20F: 3 clusters Score -231083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231087.453125 Penalty: 2460.226562
	Iteration 21Q: 3 clusters Score -231087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231092.343750 Penalty: 2460.226562
	Iteration 22Q: 3 clusters Score -231092.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -231096.937500 Penalty: 2460.226562
	Iteration 23Q: 3 clusters Score -231096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -231099.250000 Penalty: 2460.226562
	Iteration 24Q: 3 clusters Score -231099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231102.421875 Penalty: 2460.226562
	Iteration 25Q: 3 clusters Score -231102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231105.515625 Penalty: 2460.226562
	Iteration 26Q: 3 clusters Score -231105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -231107.203125 Penalty: 2460.226562
	Iteration 27Q: 3 clusters Score -231107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -231110.109375 Penalty: 2460.226562
	Iteration 28Q: 3 clusters Score -231110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -231113.515625 Penalty: 2460.226562
	Iteration 29Q: 3 clusters Score -231113.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -231118.609375 Penalty: 2460.226562
	Iteration 30Q: 3 clusters Score -231118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -231126.781250 Penalty: 2460.226562
	Iteration 31Q: 3 clusters Score -231126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231130.781250 Penalty: 2460.226562
	Iteration 32Q: 3 clusters Score -231130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -231134.515625 Penalty: 2460.226562
	Iteration 33Q: 3 clusters Score -231134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -231143.750000 Penalty: 2460.226562
	Iteration 34Q: 3 clusters Score -231143.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -231152.890625 Penalty: 2460.226562
	Iteration 35Q: 3 clusters Score -231152.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -231161.171875 Penalty: 2460.226562
	Iteration 36Q: 3 clusters Score -231161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231166.937500 Penalty: 2460.226562
	Iteration 37Q: 3 clusters Score -231166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231175.875000 Penalty: 2460.226562
	Iteration 38Q: 3 clusters Score -231175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -231182.671875 Penalty: 2460.226562
	Iteration 39Q: 3 clusters Score -231182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -231190.828125 Penalty: 2460.226562
	Iteration 40F: 3 clusters Score -231190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -231192.500000 Penalty: 2460.226562
	Iteration 41Q: 3 clusters Score -231192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231194.625000 Penalty: 2460.226562
	Iteration 42Q: 3 clusters Score -231194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231197.859375 Penalty: 2460.226562
	Iteration 43Q: 3 clusters Score -231197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -231199.546875 Penalty: 2460.226562
	Iteration 44Q: 3 clusters Score -231199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -231201.593750 Penalty: 2460.226562
	Iteration 45Q: 3 clusters Score -231201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -231205.625000 Penalty: 2460.226562
	Iteration 46Q: 3 clusters Score -231205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231212.328125 Penalty: 2460.226562
	Iteration 47Q: 3 clusters Score -231212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -231218.140625 Penalty: 2460.226562
	Iteration 48Q: 3 clusters Score -231218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -231227.250000 Penalty: 2460.226562
	Iteration 49Q: 3 clusters Score -231227.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231237.312500 Penalty: 2460.226562
	Iteration 50Q: 3 clusters Score -231237.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -231245.562500 Penalty: 2460.226562
	Iteration 51Q: 3 clusters Score -231245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -231253.937500 Penalty: 2460.226562
	Iteration 52Q: 3 clusters Score -231253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -231254.468750 Penalty: 2460.226562
	Iteration 53Q: 3 clusters Score -231254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -231255.765625 Penalty: 2460.226562
	Iteration 54Q: 3 clusters Score -231255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -231256.109375 Penalty: 2460.226562
	Iteration 55Q: 3 clusters Score -231256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -231256.656250 Penalty: 2460.226562
	Iteration 56Q: 3 clusters Score -231256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -231258.828125 Penalty: 2460.226562
	Iteration 57Q: 3 clusters Score -231258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -231259.625000 Penalty: 2460.226562
	Iteration 58Q: 3 clusters Score -231259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -231260.875000 Penalty: 2460.226562
	Iteration 59Q: 3 clusters Score -231260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -231261.937500 Penalty: 2460.226562
	Iteration 60F: 3 clusters Score -231261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -231262.625000 Penalty: 2460.226562
	Iteration 61Q: 3 clusters Score -231262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -231262.625000 Penalty: 2460.226562
	Iteration 62F: 3 clusters Score -231262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -43085.082031 Penalty: 981.541382
	Iteration 0F: 2 clusters Score -43085.08 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 200 members 
Entering Unmasked Estep 
Score: -42096.800781 Penalty: 1963.082764
	Iteration 0F: 3 clusters Score -42096.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42260.785156 Penalty: 1963.082764
	Iteration 1F: 3 clusters Score -42260.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42308.066406 Penalty: 1963.082764
	Iteration 2F: 3 clusters Score -42308.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42339.847656 Penalty: 1963.082764
	Iteration 3Q: 3 clusters Score -42339.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42354.921875 Penalty: 1963.082764
	Iteration 4Q: 3 clusters Score -42354.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42359.144531 Penalty: 1963.082764
	Iteration 5Q: 3 clusters Score -42359.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42361.507812 Penalty: 1963.082764
	Iteration 6Q: 3 clusters Score -42361.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42361.507812 Penalty: 1963.082764
	Iteration 7F: 3 clusters Score -42361.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Entering Unmasked Estep 
Score: -864315.312500 Penalty: 1439.646606
	Iteration 0F: 2 clusters Score -864315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -859039.625000 Penalty: 2879.293213
	Iteration 0F: 3 clusters Score -859039.6 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -860702.312500 Penalty: 2879.293213
	Iteration 1F: 3 clusters Score -860702.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -861056.437500 Penalty: 2879.293213
	Iteration 2F: 3 clusters Score -861056.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -861478.562500 Penalty: 2879.293213
	Iteration 3F: 3 clusters Score -861478.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -862038.937500 Penalty: 2879.293213
	Iteration 4F: 3 clusters Score -862038.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -862605.312500 Penalty: 2879.293213
	Iteration 5F: 3 clusters Score -862605.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -862992.187500 Penalty: 2879.293213
	Iteration 6F: 3 clusters Score -862992.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -863208.750000 Penalty: 2879.293213
	Iteration 7Q: 3 clusters Score -863208.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -863310.375000 Penalty: 2879.293213
	Iteration 8Q: 3 clusters Score -863310.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -863370.812500 Penalty: 2879.293213
	Iteration 9Q: 3 clusters Score -863370.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -863412.562500 Penalty: 2879.293213
	Iteration 10Q: 3 clusters Score -863412.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -863432.687500 Penalty: 2879.293213
	Iteration 11Q: 3 clusters Score -863432.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -863442.562500 Penalty: 2879.293213
	Iteration 12Q: 3 clusters Score -863442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -863443.500000 Penalty: 2879.293213
	Iteration 13Q: 3 clusters Score -863443.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -863448.437500 Penalty: 2879.293213
	Iteration 14Q: 3 clusters Score -863448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -863448.125000 Penalty: 2879.293213
	Iteration 15Q: 3 clusters Score -863448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -863452.312500 Penalty: 2879.293213
	Iteration 16Q: 3 clusters Score -863452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -863452.375000 Penalty: 2879.293213
	Iteration 17Q: 3 clusters Score -863452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -863453.125000 Penalty: 2879.293213
	Iteration 18Q: 3 clusters Score -863453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -863451.250000 Penalty: 2879.293213
	Iteration 19Q: 3 clusters Score -863451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -863451.937500 Penalty: 2879.293213
	Iteration 20F: 3 clusters Score -863451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -863450.500000 Penalty: 2879.293213
	Iteration 21Q: 3 clusters Score -863450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -863454.687500 Penalty: 2879.293213
	Iteration 22Q: 3 clusters Score -863454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -863453.500000 Penalty: 2879.293213
	Iteration 23Q: 3 clusters Score -863453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -863453.187500 Penalty: 2879.293213
	Iteration 24Q: 3 clusters Score -863453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -863453.625000 Penalty: 2879.293213
	Iteration 25Q: 3 clusters Score -863453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -863455.187500 Penalty: 2879.293213
	Iteration 26Q: 3 clusters Score -863455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -863455.187500 Penalty: 2879.293213
	Iteration 27F: 3 clusters Score -863455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Entering Unmasked Estep 
Score: -2932574.000000 Penalty: 1639.133423
	Iteration 0F: 2 clusters Score -2932574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2916367.250000 Penalty: 3278.266846
	Iteration 0F: 3 clusters Score -2916367 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2922367.750000 Penalty: 3278.266846
	Iteration 1F: 3 clusters Score -2922368 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2922803.000000 Penalty: 3278.266846
	Iteration 2Q: 3 clusters Score -2922803 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2923251.750000 Penalty: 3278.266846
	Iteration 3Q: 3 clusters Score -2923252 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2923740.250000 Penalty: 3278.266846
	Iteration 4Q: 3 clusters Score -2923740 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2924283.000000 Penalty: 3278.266846
	Iteration 5Q: 3 clusters Score -2924283 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2924898.500000 Penalty: 3278.266846
	Iteration 6Q: 3 clusters Score -2924898 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2925714.750000 Penalty: 3278.266846
	Iteration 7F: 3 clusters Score -2925715 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2926745.000000 Penalty: 3278.266846
	Iteration 8F: 3 clusters Score -2926745 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2927914.250000 Penalty: 3278.266846
	Iteration 9F: 3 clusters Score -2927914 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2928893.750000 Penalty: 3278.266846
	Iteration 10F: 3 clusters Score -2928894 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2929640.250000 Penalty: 3278.266846
	Iteration 11Q: 3 clusters Score -2929640 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2930223.750000 Penalty: 3278.266846
	Iteration 12Q: 3 clusters Score -2930224 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2930613.000000 Penalty: 3278.266846
	Iteration 13Q: 3 clusters Score -2930613 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2930845.500000 Penalty: 3278.266846
	Iteration 14Q: 3 clusters Score -2930846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2931021.750000 Penalty: 3278.266846
	Iteration 15Q: 3 clusters Score -2931022 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2931158.500000 Penalty: 3278.266846
	Iteration 16Q: 3 clusters Score -2931158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2931226.250000 Penalty: 3278.266846
	Iteration 17Q: 3 clusters Score -2931226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2931285.500000 Penalty: 3278.266846
	Iteration 18Q: 3 clusters Score -2931286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2931333.500000 Penalty: 3278.266846
	Iteration 19Q: 3 clusters Score -2931334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2931363.000000 Penalty: 3278.266846
	Iteration 20F: 3 clusters Score -2931363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2931378.750000 Penalty: 3278.266846
	Iteration 21Q: 3 clusters Score -2931379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2931396.500000 Penalty: 3278.266846
	Iteration 22Q: 3 clusters Score -2931396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2931411.000000 Penalty: 3278.266846
	Iteration 23Q: 3 clusters Score -2931411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2931414.250000 Penalty: 3278.266846
	Iteration 24Q: 3 clusters Score -2931414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2931420.250000 Penalty: 3278.266846
	Iteration 25Q: 3 clusters Score -2931420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2931427.750000 Penalty: 3278.266846
	Iteration 26Q: 3 clusters Score -2931428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2931433.000000 Penalty: 3278.266846
	Iteration 27Q: 3 clusters Score -2931433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2931435.000000 Penalty: 3278.266846
	Iteration 28Q: 3 clusters Score -2931435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2931435.750000 Penalty: 3278.266846
	Iteration 29Q: 3 clusters Score -2931436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2931435.750000 Penalty: 3278.266846
	Iteration 30F: 3 clusters Score -2931436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -439906.656250 Penalty: 1336.905029
	Iteration 0F: 2 clusters Score -439906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -436687.000000 Penalty: 2673.810059
	Iteration 0F: 3 clusters Score -436687 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -437521.625000 Penalty: 2673.810059
	Iteration 1F: 3 clusters Score -437521.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -437653.343750 Penalty: 2673.810059
	Iteration 2F: 3 clusters Score -437653.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -437739.000000 Penalty: 2673.810059
	Iteration 3Q: 3 clusters Score -437739 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -437794.062500 Penalty: 2673.810059
	Iteration 4Q: 3 clusters Score -437794.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -437840.625000 Penalty: 2673.810059
	Iteration 5Q: 3 clusters Score -437840.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -437881.875000 Penalty: 2673.810059
	Iteration 6Q: 3 clusters Score -437881.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -437927.843750 Penalty: 2673.810059
	Iteration 7Q: 3 clusters Score -437927.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -437974.531250 Penalty: 2673.810059
	Iteration 8Q: 3 clusters Score -437974.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -438024.843750 Penalty: 2673.810059
	Iteration 9Q: 3 clusters Score -438024.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -438066.531250 Penalty: 2673.810059
	Iteration 10Q: 3 clusters Score -438066.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -438107.718750 Penalty: 2673.810059
	Iteration 11Q: 3 clusters Score -438107.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -438154.593750 Penalty: 2673.810059
	Iteration 12Q: 3 clusters Score -438154.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -438213.812500 Penalty: 2673.810059
	Iteration 13Q: 3 clusters Score -438213.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -438273.468750 Penalty: 2673.810059
	Iteration 14Q: 3 clusters Score -438273.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -438331.406250 Penalty: 2673.810059
	Iteration 15Q: 3 clusters Score -438331.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -438384.343750 Penalty: 2673.810059
	Iteration 16Q: 3 clusters Score -438384.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -438443.000000 Penalty: 2673.810059
	Iteration 17Q: 3 clusters Score -438443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -438487.687500 Penalty: 2673.810059
	Iteration 18Q: 3 clusters Score -438487.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -438529.906250 Penalty: 2673.810059
	Iteration 19Q: 3 clusters Score -438529.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -438567.906250 Penalty: 2673.810059
	Iteration 20F: 3 clusters Score -438567.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -438611.656250 Penalty: 2673.810059
	Iteration 21Q: 3 clusters Score -438611.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -438643.312500 Penalty: 2673.810059
	Iteration 22Q: 3 clusters Score -438643.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -438671.187500 Penalty: 2673.810059
	Iteration 23Q: 3 clusters Score -438671.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -438699.937500 Penalty: 2673.810059
	Iteration 24Q: 3 clusters Score -438699.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -438721.906250 Penalty: 2673.810059
	Iteration 25Q: 3 clusters Score -438721.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -438744.718750 Penalty: 2673.810059
	Iteration 26Q: 3 clusters Score -438744.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -438768.031250 Penalty: 2673.810059
	Iteration 27Q: 3 clusters Score -438768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -438797.125000 Penalty: 2673.810059
	Iteration 28Q: 3 clusters Score -438797.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -438821.281250 Penalty: 2673.810059
	Iteration 29Q: 3 clusters Score -438821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -438840.562500 Penalty: 2673.810059
	Iteration 30Q: 3 clusters Score -438840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -438854.468750 Penalty: 2673.810059
	Iteration 31Q: 3 clusters Score -438854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -438865.593750 Penalty: 2673.810059
	Iteration 32Q: 3 clusters Score -438865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -438872.156250 Penalty: 2673.810059
	Iteration 33Q: 3 clusters Score -438872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -438878.031250 Penalty: 2673.810059
	Iteration 34Q: 3 clusters Score -438878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -438884.656250 Penalty: 2673.810059
	Iteration 35Q: 3 clusters Score -438884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -438886.625000 Penalty: 2673.810059
	Iteration 36Q: 3 clusters Score -438886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -438886.625000 Penalty: 2673.810059
	Iteration 37F: 3 clusters Score -438886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 18416 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 7018 members 
Mstep: Class 5 contains 149805 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7040 members 
Mstep: Class 17 contains 24028 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435084.000000 Penalty: 32274.470703
Iteration 119Q: 17 clusters Score -2.943508e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 18419 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 7022 members 
Mstep: Class 5 contains 149830 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 24027 members 
Mstep: Class 18 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435066.000000 Penalty: 32274.470703
Iteration 120F: 17 clusters Score -2.943507e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 7024 members 
Mstep: Class 5 contains 149862 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435122.000000 Penalty: 32274.470703
Iteration 121Q: 17 clusters Score -2.943512e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 18429 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 149896 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435160.000000 Penalty: 32274.470703
Iteration 122Q: 17 clusters Score -2.943516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 18429 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 7027 members 
Mstep: Class 5 contains 149924 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435180.000000 Penalty: 32274.470703
Iteration 123Q: 17 clusters Score -2.943518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 18428 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 7022 members 
Mstep: Class 5 contains 149962 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435160.000000 Penalty: 32274.470703
Iteration 124Q: 17 clusters Score -2.943516e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 18429 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 7019 members 
Mstep: Class 5 contains 150000 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13246 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 24000 members 
Mstep: Class 18 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435152.000000 Penalty: 32274.470703
Iteration 125Q: 17 clusters Score -2.943515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 18432 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 7020 members 
Mstep: Class 5 contains 150033 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 23998 members 
Mstep: Class 18 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435166.000000 Penalty: 32274.470703
Iteration 126Q: 17 clusters Score -2.943517e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 18437 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 150054 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13249 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23992 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435186.000000 Penalty: 32274.470703
Iteration 127Q: 17 clusters Score -2.943519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 18439 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 150067 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13248 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1941 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23986 members 
Mstep: Class 18 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435190.000000 Penalty: 32274.470703
Iteration 128Q: 17 clusters Score -2.943519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7029 members 
Mstep: Class 5 contains 150079 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13247 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23985 members 
Mstep: Class 18 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435168.000000 Penalty: 32274.470703
Iteration 129Q: 17 clusters Score -2.943517e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 5 contains 150096 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13245 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23983 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435134.000000 Penalty: 32274.470703
Iteration 130Q: 17 clusters Score -2.943513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 150121 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13242 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23983 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435148.000000 Penalty: 32274.470703
Iteration 131Q: 17 clusters Score -2.943515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 18439 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 5 contains 150149 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13239 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435116.000000 Penalty: 32274.470703
Iteration 132Q: 17 clusters Score -2.943512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150164 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23983 members 
Mstep: Class 18 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435100.000000 Penalty: 32274.470703
Iteration 133Q: 17 clusters Score -2.94351e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 18439 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150182 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23980 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435076.000000 Penalty: 32274.470703
Iteration 134Q: 17 clusters Score -2.943508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 150198 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23976 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435058.000000 Penalty: 32274.470703
Iteration 135Q: 17 clusters Score -2.943506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 18438 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 150217 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13241 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23972 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435054.000000 Penalty: 32274.470703
Iteration 136Q: 17 clusters Score -2.943505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 18439 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 150229 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13239 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23973 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435078.000000 Penalty: 32274.470703
Iteration 137Q: 17 clusters Score -2.943508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 18439 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 150248 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13238 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 23970 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435036.000000 Penalty: 32274.470703
Iteration 138Q: 17 clusters Score -2.943504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 18440 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 5 contains 150271 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23968 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435054.000000 Penalty: 32274.470703
Iteration 139Q: 17 clusters Score -2.943505e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7036 members 
Mstep: Class 5 contains 150300 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435034.000000 Penalty: 32274.470703
Iteration 140F: 17 clusters Score -2.943503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 150311 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13233 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435042.000000 Penalty: 32274.470703
Iteration 141Q: 17 clusters Score -2.943504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 18444 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 150326 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13232 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435026.000000 Penalty: 32274.470703
Iteration 142Q: 17 clusters Score -2.943503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150341 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13231 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435008.000000 Penalty: 32274.470703
Iteration 143Q: 17 clusters Score -2.943501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150341 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13234 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435010.000000 Penalty: 32274.470703
Iteration 144Q: 17 clusters Score -2.943501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150347 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7035 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435002.000000 Penalty: 32274.470703
Iteration 145Q: 17 clusters Score -2.9435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150351 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434998.000000 Penalty: 32274.470703
Iteration 146Q: 17 clusters Score -2.9435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 18443 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150358 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434972.000000 Penalty: 32274.470703
Iteration 147Q: 17 clusters Score -2.943497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150369 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434978.000000 Penalty: 32274.470703
Iteration 148Q: 17 clusters Score -2.943498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150376 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434988.000000 Penalty: 32274.470703
Iteration 149Q: 17 clusters Score -2.943499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7041 members 
Mstep: Class 5 contains 150379 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434992.000000 Penalty: 32274.470703
Iteration 150Q: 17 clusters Score -2.943499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7040 members 
Mstep: Class 5 contains 150382 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435002.000000 Penalty: 32274.470703
Iteration 151Q: 17 clusters Score -2.9435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 18441 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 150390 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23941 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434998.000000 Penalty: 32274.470703
Iteration 152Q: 17 clusters Score -2.9435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 150394 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434988.000000 Penalty: 32274.470703
Iteration 153Q: 17 clusters Score -2.943499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 150401 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434992.000000 Penalty: 32274.470703
Iteration 154Q: 17 clusters Score -2.943499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 150402 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23939 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435000.000000 Penalty: 32274.470703
Iteration 155Q: 17 clusters Score -2.9435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7034 members 
Mstep: Class 5 contains 150405 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434998.000000 Penalty: 32274.470703
Iteration 156Q: 17 clusters Score -2.9435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 150404 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435006.000000 Penalty: 32274.470703
Iteration 157Q: 17 clusters Score -2.943501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 150403 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435012.000000 Penalty: 32274.470703
Iteration 158Q: 17 clusters Score -2.943501e+07 nChanged 3
Entering ConstructFrom: 
Score: -29435012.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (12139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Entering Unmasked Estep 
Score: -1462769.375000 Penalty: 1528.179077
	Iteration 0F: 2 clusters Score -1462769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1454151.500000 Penalty: 3056.358154
	Iteration 0F: 3 clusters Score -1454152 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1457376.750000 Penalty: 3056.358154
	Iteration 1F: 3 clusters Score -1457377 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1458022.875000 Penalty: 3056.358154
	Iteration 2F: 3 clusters Score -1458023 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1458820.875000 Penalty: 3056.358154
	Iteration 3F: 3 clusters Score -1458821 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1459672.000000 Penalty: 3056.358154
	Iteration 4F: 3 clusters Score -1459672 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1460373.250000 Penalty: 3056.358154
	Iteration 5F: 3 clusters Score -1460373 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1460918.125000 Penalty: 3056.358154
	Iteration 6F: 3 clusters Score -1460918 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1461356.375000 Penalty: 3056.358154
	Iteration 7Q: 3 clusters Score -1461356 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1461678.250000 Penalty: 3056.358154
	Iteration 8Q: 3 clusters Score -1461678 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1461850.750000 Penalty: 3056.358154
	Iteration 9Q: 3 clusters Score -1461851 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1461946.750000 Penalty: 3056.358154
	Iteration 10Q: 3 clusters Score -1461947 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1462012.375000 Penalty: 3056.358154
	Iteration 11Q: 3 clusters Score -1462012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1462059.125000 Penalty: 3056.358154
	Iteration 12Q: 3 clusters Score -1462059 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1462083.000000 Penalty: 3056.358154
	Iteration 13Q: 3 clusters Score -1462083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1462101.750000 Penalty: 3056.358154
	Iteration 14Q: 3 clusters Score -1462102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1462120.625000 Penalty: 3056.358154
	Iteration 15Q: 3 clusters Score -1462121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1462145.000000 Penalty: 3056.358154
	Iteration 16Q: 3 clusters Score -1462145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1462160.750000 Penalty: 3056.358154
	Iteration 17Q: 3 clusters Score -1462161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1462183.875000 Penalty: 3056.358154
	Iteration 18Q: 3 clusters Score -1462184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1462197.250000 Penalty: 3056.358154
	Iteration 19Q: 3 clusters Score -1462197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1462211.250000 Penalty: 3056.358154
	Iteration 20F: 3 clusters Score -1462211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1462223.750000 Penalty: 3056.358154
	Iteration 21Q: 3 clusters Score -1462224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1462238.250000 Penalty: 3056.358154
	Iteration 22Q: 3 clusters Score -1462238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1462249.750000 Penalty: 3056.358154
	Iteration 23Q: 3 clusters Score -1462250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1462253.500000 Penalty: 3056.358154
	Iteration 24Q: 3 clusters Score -1462254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1462255.875000 Penalty: 3056.358154
	Iteration 25Q: 3 clusters Score -1462256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1462263.125000 Penalty: 3056.358154
	Iteration 26Q: 3 clusters Score -1462263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1462271.500000 Penalty: 3056.358154
	Iteration 27Q: 3 clusters Score -1462272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1462277.375000 Penalty: 3056.358154
	Iteration 28Q: 3 clusters Score -1462277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1462276.375000 Penalty: 3056.358154
	Iteration 29Q: 3 clusters Score -1462276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1462284.125000 Penalty: 3056.358154
	Iteration 30Q: 3 clusters Score -1462284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1462284.875000 Penalty: 3056.358154
	Iteration 31Q: 3 clusters Score -1462285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1462288.750000 Penalty: 3056.358154
	Iteration 32Q: 3 clusters Score -1462289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1462291.750000 Penalty: 3056.358154
	Iteration 33Q: 3 clusters Score -1462292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1462290.750000 Penalty: 3056.358154
	Iteration 34Q: 3 clusters Score -1462291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1462296.000000 Penalty: 3056.358154
	Iteration 35Q: 3 clusters Score -1462296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1462295.750000 Penalty: 3056.358154
	Iteration 36Q: 3 clusters Score -1462296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1462298.500000 Penalty: 3056.358154
	Iteration 37Q: 3 clusters Score -1462298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1462297.125000 Penalty: 3056.358154
	Iteration 38Q: 3 clusters Score -1462297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1462296.500000 Penalty: 3056.358154
	Iteration 39Q: 3 clusters Score -1462296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1462301.125000 Penalty: 3056.358154
	Iteration 40F: 3 clusters Score -1462301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1462302.750000 Penalty: 3056.358154
	Iteration 41Q: 3 clusters Score -1462303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1462299.375000 Penalty: 3056.358154
	Iteration 42Q: 3 clusters Score -1462299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1462299.250000 Penalty: 3056.358154
	Iteration 43Q: 3 clusters Score -1462299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1462302.125000 Penalty: 3056.358154
	Iteration 44Q: 3 clusters Score -1462302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1462302.375000 Penalty: 3056.358154
	Iteration 45Q: 3 clusters Score -1462302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1462302.750000 Penalty: 3056.358154
	Iteration 46Q: 3 clusters Score -1462303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1462303.750000 Penalty: 3056.358154
	Iteration 47Q: 3 clusters Score -1462304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1462306.625000 Penalty: 3056.358154
	Iteration 48Q: 3 clusters Score -1462307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1462307.750000 Penalty: 3056.358154
	Iteration 49Q: 3 clusters Score -1462308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1462309.625000 Penalty: 3056.358154
	Iteration 50Q: 3 clusters Score -1462310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1462310.000000 Penalty: 3056.358154
	Iteration 51Q: 3 clusters Score -1462310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1462308.625000 Penalty: 3056.358154
	Iteration 52Q: 3 clusters Score -1462309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1462309.375000 Penalty: 3056.358154
	Iteration 53Q: 3 clusters Score -1462309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1462314.125000 Penalty: 3056.358154
	Iteration 54Q: 3 clusters Score -1462314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1462311.250000 Penalty: 3056.358154
	Iteration 55Q: 3 clusters Score -1462311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1462312.250000 Penalty: 3056.358154
	Iteration 56Q: 3 clusters Score -1462312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1462312.500000 Penalty: 3056.358154
	Iteration 57Q: 3 clusters Score -1462312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1462311.250000 Penalty: 3056.358154
	Iteration 58Q: 3 clusters Score -1462311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1462310.625000 Penalty: 3056.358154
	Iteration 59Q: 3 clusters Score -1462311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1462314.375000 Penalty: 3056.358154
	Iteration 60F: 3 clusters Score -1462314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1462312.000000 Penalty: 3056.358154
	Iteration 61Q: 3 clusters Score -1462312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1462308.125000 Penalty: 3056.358154
	Iteration 62Q: 3 clusters Score -1462308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1462311.500000 Penalty: 3056.358154
	Iteration 63Q: 3 clusters Score -1462312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1462311.750000 Penalty: 3056.358154
	Iteration 64Q: 3 clusters Score -1462312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1462312.625000 Penalty: 3056.358154
	Iteration 65Q: 3 clusters Score -1462313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1462312.125000 Penalty: 3056.358154
	Iteration 66Q: 3 clusters Score -1462312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1462311.250000 Penalty: 3056.358154
	Iteration 67Q: 3 clusters Score -1462311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1462311.125000 Penalty: 3056.358154
	Iteration 68Q: 3 clusters Score -1462311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1462309.000000 Penalty: 3056.358154
	Iteration 69Q: 3 clusters Score -1462309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1462311.125000 Penalty: 3056.358154
	Iteration 70Q: 3 clusters Score -1462311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1462311.875000 Penalty: 3056.358154
	Iteration 71Q: 3 clusters Score -1462312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1462315.500000 Penalty: 3056.358154
	Iteration 72Q: 3 clusters Score -1462316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1462313.125000 Penalty: 3056.358154
	Iteration 73Q: 3 clusters Score -1462313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1462315.875000 Penalty: 3056.358154
	Iteration 74Q: 3 clusters Score -1462316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1462313.375000 Penalty: 3056.358154
	Iteration 75Q: 3 clusters Score -1462313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1462321.125000 Penalty: 3056.358154
	Iteration 76Q: 3 clusters Score -1462321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1462320.875000 Penalty: 3056.358154
	Iteration 77Q: 3 clusters Score -1462321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1462321.000000 Penalty: 3056.358154
	Iteration 78Q: 3 clusters Score -1462321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1462322.125000 Penalty: 3056.358154
	Iteration 79Q: 3 clusters Score -1462322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1462324.125000 Penalty: 3056.358154
	Iteration 80F: 3 clusters Score -1462324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1462323.250000 Penalty: 3056.358154
	Iteration 81Q: 3 clusters Score -1462323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1462325.375000 Penalty: 3056.358154
	Iteration 82Q: 3 clusters Score -1462325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1462326.875000 Penalty: 3056.358154
	Iteration 83Q: 3 clusters Score -1462327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1462329.500000 Penalty: 3056.358154
	Iteration 84Q: 3 clusters Score -1462330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1462329.750000 Penalty: 3056.358154
	Iteration 85Q: 3 clusters Score -1462330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1462334.750000 Penalty: 3056.358154
	Iteration 86Q: 3 clusters Score -1462335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1462333.250000 Penalty: 3056.358154
	Iteration 87Q: 3 clusters Score -1462333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1462330.625000 Penalty: 3056.358154
	Iteration 88Q: 3 clusters Score -1462331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1462332.250000 Penalty: 3056.358154
	Iteration 89Q: 3 clusters Score -1462332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1462333.125000 Penalty: 3056.358154
	Iteration 90Q: 3 clusters Score -1462333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1462332.000000 Penalty: 3056.358154
	Iteration 91Q: 3 clusters Score -1462332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1462332.000000 Penalty: 3056.358154
	Iteration 92F: 3 clusters Score -1462332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Entering Unmasked Estep 
Score: -2195271.250000 Penalty: 1596.137695
	Iteration 0F: 2 clusters Score -2195271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2182596.500000 Penalty: 3192.275391
	Iteration 0F: 3 clusters Score -2182596 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2187188.000000 Penalty: 3192.275391
	Iteration 1F: 3 clusters Score -2187188 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2187569.250000 Penalty: 3192.275391
	Iteration 2F: 3 clusters Score -2187569 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2187978.500000 Penalty: 3192.275391
	Iteration 3F: 3 clusters Score -2187978 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2188458.500000 Penalty: 3192.275391
	Iteration 4F: 3 clusters Score -2188458 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2189060.750000 Penalty: 3192.275391
	Iteration 5F: 3 clusters Score -2189061 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2189750.500000 Penalty: 3192.275391
	Iteration 6F: 3 clusters Score -2189750 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2190378.250000 Penalty: 3192.275391
	Iteration 7F: 3 clusters Score -2190378 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2190894.750000 Penalty: 3192.275391
	Iteration 8F: 3 clusters Score -2190895 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2191342.250000 Penalty: 3192.275391
	Iteration 9Q: 3 clusters Score -2191342 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2191691.500000 Penalty: 3192.275391
	Iteration 10Q: 3 clusters Score -2191692 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2191995.000000 Penalty: 3192.275391
	Iteration 11Q: 3 clusters Score -2191995 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2192234.750000 Penalty: 3192.275391
	Iteration 12Q: 3 clusters Score -2192235 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2192396.000000 Penalty: 3192.275391
	Iteration 13Q: 3 clusters Score -2192396 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2192513.250000 Penalty: 3192.275391
	Iteration 14Q: 3 clusters Score -2192513 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2192614.500000 Penalty: 3192.275391
	Iteration 15Q: 3 clusters Score -2192614 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2192692.750000 Penalty: 3192.275391
	Iteration 16Q: 3 clusters Score -2192693 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2192757.250000 Penalty: 3192.275391
	Iteration 17Q: 3 clusters Score -2192757 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2192811.750000 Penalty: 3192.275391
	Iteration 18Q: 3 clusters Score -2192812 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2192849.750000 Penalty: 3192.275391
	Iteration 19Q: 3 clusters Score -2192850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2192880.250000 Penalty: 3192.275391
	Iteration 20F: 3 clusters Score -2192880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2192916.500000 Penalty: 3192.275391
	Iteration 21Q: 3 clusters Score -2192916 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2192935.500000 Penalty: 3192.275391
	Iteration 22Q: 3 clusters Score -2192936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2192973.000000 Penalty: 3192.275391
	Iteration 23Q: 3 clusters Score -2192973 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2193009.500000 Penalty: 3192.275391
	Iteration 24Q: 3 clusters Score -2193010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2193039.000000 Penalty: 3192.275391
	Iteration 25Q: 3 clusters Score -2193039 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2193066.250000 Penalty: 3192.275391
	Iteration 26Q: 3 clusters Score -2193066 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2193089.750000 Penalty: 3192.275391
	Iteration 27Q: 3 clusters Score -2193090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2193112.500000 Penalty: 3192.275391
	Iteration 28Q: 3 clusters Score -2193112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2193139.750000 Penalty: 3192.275391
	Iteration 29Q: 3 clusters Score -2193140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2193166.500000 Penalty: 3192.275391
	Iteration 30Q: 3 clusters Score -2193166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2193195.750000 Penalty: 3192.275391
	Iteration 31Q: 3 clusters Score -2193196 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2193228.000000 Penalty: 3192.275391
	Iteration 32Q: 3 clusters Score -2193228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2193247.500000 Penalty: 3192.275391
	Iteration 33Q: 3 clusters Score -2193248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2193271.500000 Penalty: 3192.275391
	Iteration 34Q: 3 clusters Score -2193272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2193301.750000 Penalty: 3192.275391
	Iteration 35Q: 3 clusters Score -2193302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2193329.250000 Penalty: 3192.275391
	Iteration 36Q: 3 clusters Score -2193329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2193351.000000 Penalty: 3192.275391
	Iteration 37Q: 3 clusters Score -2193351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2193359.750000 Penalty: 3192.275391
	Iteration 38Q: 3 clusters Score -2193360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2193376.750000 Penalty: 3192.275391
	Iteration 39Q: 3 clusters Score -2193377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2193393.500000 Penalty: 3192.275391
	Iteration 40F: 3 clusters Score -2193394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2193406.500000 Penalty: 3192.275391
	Iteration 41Q: 3 clusters Score -2193406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2193417.750000 Penalty: 3192.275391
	Iteration 42Q: 3 clusters Score -2193418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2193442.000000 Penalty: 3192.275391
	Iteration 43Q: 3 clusters Score -2193442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2193454.750000 Penalty: 3192.275391
	Iteration 44Q: 3 clusters Score -2193455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2193479.000000 Penalty: 3192.275391
	Iteration 45Q: 3 clusters Score -2193479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2193503.750000 Penalty: 3192.275391
	Iteration 46Q: 3 clusters Score -2193504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2193517.500000 Penalty: 3192.275391
	Iteration 47Q: 3 clusters Score -2193518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2193532.250000 Penalty: 3192.275391
	Iteration 48Q: 3 clusters Score -2193532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2193553.500000 Penalty: 3192.275391
	Iteration 49Q: 3 clusters Score -2193554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2193569.000000 Penalty: 3192.275391
	Iteration 50Q: 3 clusters Score -2193569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2193588.750000 Penalty: 3192.275391
	Iteration 51Q: 3 clusters Score -2193589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2193611.250000 Penalty: 3192.275391
	Iteration 52Q: 3 clusters Score -2193611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2193625.500000 Penalty: 3192.275391
	Iteration 53Q: 3 clusters Score -2193626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2193639.750000 Penalty: 3192.275391
	Iteration 54Q: 3 clusters Score -2193640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2193669.750000 Penalty: 3192.275391
	Iteration 55Q: 3 clusters Score -2193670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2193677.750000 Penalty: 3192.275391
	Iteration 56Q: 3 clusters Score -2193678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2193694.750000 Penalty: 3192.275391
	Iteration 57Q: 3 clusters Score -2193695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2193707.000000 Penalty: 3192.275391
	Iteration 58Q: 3 clusters Score -2193707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2193719.000000 Penalty: 3192.275391
	Iteration 59Q: 3 clusters Score -2193719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2193734.000000 Penalty: 3192.275391
	Iteration 60F: 3 clusters Score -2193734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2193749.000000 Penalty: 3192.275391
	Iteration 61Q: 3 clusters Score -2193749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2193758.500000 Penalty: 3192.275391
	Iteration 62Q: 3 clusters Score -2193758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2193766.500000 Penalty: 3192.275391
	Iteration 63Q: 3 clusters Score -2193766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2193768.250000 Penalty: 3192.275391
	Iteration 64Q: 3 clusters Score -2193768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2193778.750000 Penalty: 3192.275391
	Iteration 65Q: 3 clusters Score -2193779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2193785.250000 Penalty: 3192.275391
	Iteration 66Q: 3 clusters Score -2193785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2193799.750000 Penalty: 3192.275391
	Iteration 67Q: 3 clusters Score -2193800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2193807.250000 Penalty: 3192.275391
	Iteration 68Q: 3 clusters Score -2193807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2193815.000000 Penalty: 3192.275391
	Iteration 69Q: 3 clusters Score -2193815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2193829.250000 Penalty: 3192.275391
	Iteration 70Q: 3 clusters Score -2193829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2193841.750000 Penalty: 3192.275391
	Iteration 71Q: 3 clusters Score -2193842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2193849.750000 Penalty: 3192.275391
	Iteration 72Q: 3 clusters Score -2193850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2193859.250000 Penalty: 3192.275391
	Iteration 73Q: 3 clusters Score -2193859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2193870.250000 Penalty: 3192.275391
	Iteration 74Q: 3 clusters Score -2193870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2193874.000000 Penalty: 3192.275391
	Iteration 75Q: 3 clusters Score -2193874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2193875.250000 Penalty: 3192.275391
	Iteration 76Q: 3 clusters Score -2193875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2193885.750000 Penalty: 3192.275391
	Iteration 77Q: 3 clusters Score -2193886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2193887.000000 Penalty: 3192.275391
	Iteration 78Q: 3 clusters Score -2193887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2193891.250000 Penalty: 3192.275391
	Iteration 79Q: 3 clusters Score -2193891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2193893.750000 Penalty: 3192.275391
	Iteration 80F: 3 clusters Score -2193894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2193896.500000 Penalty: 3192.275391
	Iteration 81Q: 3 clusters Score -2193896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2193899.250000 Penalty: 3192.275391
	Iteration 82Q: 3 clusters Score -2193899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2193898.750000 Penalty: 3192.275391
	Iteration 83Q: 3 clusters Score -2193899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2193903.500000 Penalty: 3192.275391
	Iteration 84Q: 3 clusters Score -2193904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2193905.500000 Penalty: 3192.275391
	Iteration 85Q: 3 clusters Score -2193906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2193907.500000 Penalty: 3192.275391
	Iteration 86Q: 3 clusters Score -2193908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2193906.750000 Penalty: 3192.275391
	Iteration 87Q: 3 clusters Score -2193907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2193906.250000 Penalty: 3192.275391
	Iteration 88Q: 3 clusters Score -2193906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2193905.500000 Penalty: 3192.275391
	Iteration 89Q: 3 clusters Score -2193906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2193907.500000 Penalty: 3192.275391
	Iteration 90Q: 3 clusters Score -2193908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2193909.000000 Penalty: 3192.275391
	Iteration 91Q: 3 clusters Score -2193909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2193908.250000 Penalty: 3192.275391
	Iteration 92Q: 3 clusters Score -2193908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2193911.500000 Penalty: 3192.275391
	Iteration 93Q: 3 clusters Score -2193912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2193918.750000 Penalty: 3192.275391
	Iteration 94Q: 3 clusters Score -2193919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2193916.000000 Penalty: 3192.275391
	Iteration 95Q: 3 clusters Score -2193916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2193924.500000 Penalty: 3192.275391
	Iteration 96Q: 3 clusters Score -2193924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2193929.000000 Penalty: 3192.275391
	Iteration 97Q: 3 clusters Score -2193929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2193928.250000 Penalty: 3192.275391
	Iteration 98Q: 3 clusters Score -2193928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2193935.250000 Penalty: 3192.275391
	Iteration 99Q: 3 clusters Score -2193935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2193936.750000 Penalty: 3192.275391
	Iteration 100F: 3 clusters Score -2193937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2193939.000000 Penalty: 3192.275391
	Iteration 101Q: 3 clusters Score -2193939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2193937.000000 Penalty: 3192.275391
	Iteration 102Q: 3 clusters Score -2193937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2193943.500000 Penalty: 3192.275391
	Iteration 103Q: 3 clusters Score -2193944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2193947.250000 Penalty: 3192.275391
	Iteration 104Q: 3 clusters Score -2193947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2193951.500000 Penalty: 3192.275391
	Iteration 105Q: 3 clusters Score -2193952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2193956.750000 Penalty: 3192.275391
	Iteration 106Q: 3 clusters Score -2193957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2193960.000000 Penalty: 3192.275391
	Iteration 107Q: 3 clusters Score -2193960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2193964.250000 Penalty: 3192.275391
	Iteration 108Q: 3 clusters Score -2193964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2193962.500000 Penalty: 3192.275391
	Iteration 109Q: 3 clusters Score -2193962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2193963.750000 Penalty: 3192.275391
	Iteration 110Q: 3 clusters Score -2193964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2193965.500000 Penalty: 3192.275391
	Iteration 111Q: 3 clusters Score -2193966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2193970.750000 Penalty: 3192.275391
	Iteration 112Q: 3 clusters Score -2193971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2193974.750000 Penalty: 3192.275391
	Iteration 113Q: 3 clusters Score -2193975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2193974.750000 Penalty: 3192.275391
	Iteration 114Q: 3 clusters Score -2193975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2193975.000000 Penalty: 3192.275391
	Iteration 115Q: 3 clusters Score -2193975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2193975.000000 Penalty: 3192.275391
	Iteration 116Q: 3 clusters Score -2193975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2193983.250000 Penalty: 3192.275391
	Iteration 117Q: 3 clusters Score -2193983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2193986.500000 Penalty: 3192.275391
	Iteration 118Q: 3 clusters Score -2193986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2193989.000000 Penalty: 3192.275391
	Iteration 119Q: 3 clusters Score -2193989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2193991.250000 Penalty: 3192.275391
	Iteration 120F: 3 clusters Score -2193991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2193991.250000 Penalty: 3192.275391
	Iteration 121Q: 3 clusters Score -2193991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2193988.500000 Penalty: 3192.275391
	Iteration 122Q: 3 clusters Score -2193988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2193991.500000 Penalty: 3192.275391
	Iteration 123Q: 3 clusters Score -2193992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2193993.500000 Penalty: 3192.275391
	Iteration 124Q: 3 clusters Score -2193994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2193994.500000 Penalty: 3192.275391
	Iteration 125Q: 3 clusters Score -2193994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2193993.000000 Penalty: 3192.275391
	Iteration 126Q: 3 clusters Score -2193993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2193995.000000 Penalty: 3192.275391
	Iteration 127Q: 3 clusters Score -2193995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2193994.000000 Penalty: 3192.275391
	Iteration 128Q: 3 clusters Score -2193994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2193992.750000 Penalty: 3192.275391
	Iteration 129Q: 3 clusters Score -2193993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2193991.500000 Penalty: 3192.275391
	Iteration 130Q: 3 clusters Score -2193992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2193994.250000 Penalty: 3192.275391
	Iteration 131Q: 3 clusters Score -2193994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2193995.750000 Penalty: 3192.275391
	Iteration 132Q: 3 clusters Score -2193996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2193994.750000 Penalty: 3192.275391
	Iteration 133Q: 3 clusters Score -2193995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2193995.000000 Penalty: 3192.275391
	Iteration 134Q: 3 clusters Score -2193995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2193997.500000 Penalty: 3192.275391
	Iteration 135Q: 3 clusters Score -2193998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2193993.000000 Penalty: 3192.275391
	Iteration 136Q: 3 clusters Score -2193993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2193998.250000 Penalty: 3192.275391
	Iteration 137Q: 3 clusters Score -2193998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2194002.750000 Penalty: 3192.275391
	Iteration 138Q: 3 clusters Score -2194003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2194001.000000 Penalty: 3192.275391
	Iteration 139Q: 3 clusters Score -2194001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2194003.000000 Penalty: 3192.275391
	Iteration 140F: 3 clusters Score -2194003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2194005.500000 Penalty: 3192.275391
	Iteration 141Q: 3 clusters Score -2194006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2194005.500000 Penalty: 3192.275391
	Iteration 142Q: 3 clusters Score -2194006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2194007.000000 Penalty: 3192.275391
	Iteration 143Q: 3 clusters Score -2194007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2194006.750000 Penalty: 3192.275391
	Iteration 144Q: 3 clusters Score -2194007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2194005.000000 Penalty: 3192.275391
	Iteration 145Q: 3 clusters Score -2194005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2194007.250000 Penalty: 3192.275391
	Iteration 146Q: 3 clusters Score -2194007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2194007.250000 Penalty: 3192.275391
	Iteration 147Q: 3 clusters Score -2194007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2194009.000000 Penalty: 3192.275391
	Iteration 148Q: 3 clusters Score -2194009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2194008.000000 Penalty: 3192.275391
	Iteration 149Q: 3 clusters Score -2194008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2194011.250000 Penalty: 3192.275391
	Iteration 150Q: 3 clusters Score -2194011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2194012.500000 Penalty: 3192.275391
	Iteration 151Q: 3 clusters Score -2194012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2194011.000000 Penalty: 3192.275391
	Iteration 152Q: 3 clusters Score -2194011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2194017.500000 Penalty: 3192.275391
	Iteration 153Q: 3 clusters Score -2194018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2194015.500000 Penalty: 3192.275391
	Iteration 154Q: 3 clusters Score -2194016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2194017.250000 Penalty: 3192.275391
	Iteration 155Q: 3 clusters Score -2194017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2194020.500000 Penalty: 3192.275391
	Iteration 156Q: 3 clusters Score -2194020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2194019.250000 Penalty: 3192.275391
	Iteration 157Q: 3 clusters Score -2194019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2194018.000000 Penalty: 3192.275391
	Iteration 158Q: 3 clusters Score -2194018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2194018.750000 Penalty: 3192.275391
	Iteration 159Q: 3 clusters Score -2194019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2194019.750000 Penalty: 3192.275391
	Iteration 160F: 3 clusters Score -2194020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2194022.750000 Penalty: 3192.275391
	Iteration 161Q: 3 clusters Score -2194023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2194021.500000 Penalty: 3192.275391
	Iteration 162Q: 3 clusters Score -2194022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2194028.500000 Penalty: 3192.275391
	Iteration 163Q: 3 clusters Score -2194028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2194027.750000 Penalty: 3192.275391
	Iteration 164Q: 3 clusters Score -2194028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2194029.250000 Penalty: 3192.275391
	Iteration 165Q: 3 clusters Score -2194029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2194028.750000 Penalty: 3192.275391
	Iteration 166Q: 3 clusters Score -2194029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2194029.750000 Penalty: 3192.275391
	Iteration 167Q: 3 clusters Score -2194030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2194032.250000 Penalty: 3192.275391
	Iteration 168Q: 3 clusters Score -2194032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2194033.750000 Penalty: 3192.275391
	Iteration 169Q: 3 clusters Score -2194034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2194032.500000 Penalty: 3192.275391
	Iteration 170Q: 3 clusters Score -2194032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2194035.500000 Penalty: 3192.275391
	Iteration 171Q: 3 clusters Score -2194036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2194033.250000 Penalty: 3192.275391
	Iteration 172Q: 3 clusters Score -2194033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2194032.750000 Penalty: 3192.275391
	Iteration 173Q: 3 clusters Score -2194033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2194031.250000 Penalty: 3192.275391
	Iteration 174Q: 3 clusters Score -2194031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2194033.000000 Penalty: 3192.275391
	Iteration 175Q: 3 clusters Score -2194033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2194034.250000 Penalty: 3192.275391
	Iteration 176Q: 3 clusters Score -2194034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2194037.750000 Penalty: 3192.275391
	Iteration 177Q: 3 clusters Score -2194038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2194037.750000 Penalty: 3192.275391
	Iteration 178Q: 3 clusters Score -2194038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2194035.000000 Penalty: 3192.275391
	Iteration 179Q: 3 clusters Score -2194035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2194034.000000 Penalty: 3192.275391
	Iteration 180F: 3 clusters Score -2194034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2194038.500000 Penalty: 3192.275391
	Iteration 181Q: 3 clusters Score -2194038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2194036.000000 Penalty: 3192.275391
	Iteration 182Q: 3 clusters Score -2194036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2194034.000000 Penalty: 3192.275391
	Iteration 183Q: 3 clusters Score -2194034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2194037.000000 Penalty: 3192.275391
	Iteration 184Q: 3 clusters Score -2194037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2194036.250000 Penalty: 3192.275391
	Iteration 185Q: 3 clusters Score -2194036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2194036.000000 Penalty: 3192.275391
	Iteration 186Q: 3 clusters Score -2194036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2194036.000000 Penalty: 3192.275391
	Iteration 187F: 3 clusters Score -2194036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -270447.656250 Penalty: 1255.437866
	Iteration 0F: 2 clusters Score -270447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268195.031250 Penalty: 2510.875732
	Iteration 0F: 3 clusters Score -268195 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268690.093750 Penalty: 2510.875732
	Iteration 1F: 3 clusters Score -268690.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -268807.750000 Penalty: 2510.875732
	Iteration 2F: 3 clusters Score -268807.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -268888.968750 Penalty: 2510.875732
	Iteration 3F: 3 clusters Score -268889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -268952.968750 Penalty: 2510.875732
	Iteration 4Q: 3 clusters Score -268953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -269003.281250 Penalty: 2510.875732
	Iteration 5Q: 3 clusters Score -269003.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -269043.250000 Penalty: 2510.875732
	Iteration 6Q: 3 clusters Score -269043.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -269084.125000 Penalty: 2510.875732
	Iteration 7Q: 3 clusters Score -269084.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -269114.250000 Penalty: 2510.875732
	Iteration 8Q: 3 clusters Score -269114.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269129.750000 Penalty: 2510.875732
	Iteration 9Q: 3 clusters Score -269129.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -269137.062500 Penalty: 2510.875732
	Iteration 10Q: 3 clusters Score -269137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -269142.250000 Penalty: 2510.875732
	Iteration 11Q: 3 clusters Score -269142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -269153.281250 Penalty: 2510.875732
	Iteration 12Q: 3 clusters Score -269153.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -269163.000000 Penalty: 2510.875732
	Iteration 13Q: 3 clusters Score -269163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269171.062500 Penalty: 2510.875732
	Iteration 14Q: 3 clusters Score -269171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269184.843750 Penalty: 2510.875732
	Iteration 15Q: 3 clusters Score -269184.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -269199.093750 Penalty: 2510.875732
	Iteration 16Q: 3 clusters Score -269199.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -269208.531250 Penalty: 2510.875732
	Iteration 17Q: 3 clusters Score -269208.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -269226.187500 Penalty: 2510.875732
	Iteration 18Q: 3 clusters Score -269226.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269239.250000 Penalty: 2510.875732
	Iteration 19Q: 3 clusters Score -269239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269244.312500 Penalty: 2510.875732
	Iteration 20F: 3 clusters Score -269244.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -269247.968750 Penalty: 2510.875732
	Iteration 21Q: 3 clusters Score -269248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269251.250000 Penalty: 2510.875732
	Iteration 22Q: 3 clusters Score -269251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269254.312500 Penalty: 2510.875732
	Iteration 23Q: 3 clusters Score -269254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269257.500000 Penalty: 2510.875732
	Iteration 24Q: 3 clusters Score -269257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -269258.781250 Penalty: 2510.875732
	Iteration 25Q: 3 clusters Score -269258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269258.937500 Penalty: 2510.875732
	Iteration 26Q: 3 clusters Score -269258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269258.937500 Penalty: 2510.875732
	Iteration 27F: 3 clusters Score -269258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -870574.625000 Penalty: 1439.531128
	Iteration 0F: 2 clusters Score -870574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -865265.250000 Penalty: 2879.062256
	Iteration 0F: 3 clusters Score -865265.2 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -866842.062500 Penalty: 2879.062256
	Iteration 1F: 3 clusters Score -866842.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -867106.812500 Penalty: 2879.062256
	Iteration 2F: 3 clusters Score -867106.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -867303.625000 Penalty: 2879.062256
	Iteration 3F: 3 clusters Score -867303.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -867451.687500 Penalty: 2879.062256
	Iteration 4Q: 3 clusters Score -867451.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -867585.437500 Penalty: 2879.062256
	Iteration 5Q: 3 clusters Score -867585.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -867728.500000 Penalty: 2879.062256
	Iteration 6Q: 3 clusters Score -867728.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -867875.125000 Penalty: 2879.062256
	Iteration 7Q: 3 clusters Score -867875.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -868024.312500 Penalty: 2879.062256
	Iteration 8Q: 3 clusters Score -868024.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -868191.125000 Penalty: 2879.062256
	Iteration 9Q: 3 clusters Score -868191.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -868361.500000 Penalty: 2879.062256
	Iteration 10Q: 3 clusters Score -868361.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -868515.312500 Penalty: 2879.062256
	Iteration 11Q: 3 clusters Score -868515.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -868670.187500 Penalty: 2879.062256
	Iteration 12Q: 3 clusters Score -868670.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -868829.312500 Penalty: 2879.062256
	Iteration 13Q: 3 clusters Score -868829.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -868976.562500 Penalty: 2879.062256
	Iteration 14Q: 3 clusters Score -868976.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -869091.062500 Penalty: 2879.062256
	Iteration 15Q: 3 clusters Score -869091.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -869178.187500 Penalty: 2879.062256
	Iteration 16Q: 3 clusters Score -869178.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -869227.812500 Penalty: 2879.062256
	Iteration 17Q: 3 clusters Score -869227.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -869262.375000 Penalty: 2879.062256
	Iteration 18Q: 3 clusters Score -869262.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -869292.187500 Penalty: 2879.062256
	Iteration 19Q: 3 clusters Score -869292.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -869313.375000 Penalty: 2879.062256
	Iteration 20F: 3 clusters Score -869313.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -869335.187500 Penalty: 2879.062256
	Iteration 21Q: 3 clusters Score -869335.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -869360.937500 Penalty: 2879.062256
	Iteration 22Q: 3 clusters Score -869360.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -869369.625000 Penalty: 2879.062256
	Iteration 23Q: 3 clusters Score -869369.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -869378.875000 Penalty: 2879.062256
	Iteration 24Q: 3 clusters Score -869378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -869384.375000 Penalty: 2879.062256
	Iteration 25Q: 3 clusters Score -869384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -869388.687500 Penalty: 2879.062256
	Iteration 26Q: 3 clusters Score -869388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -869392.437500 Penalty: 2879.062256
	Iteration 27Q: 3 clusters Score -869392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -869394.062500 Penalty: 2879.062256
	Iteration 28Q: 3 clusters Score -869394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -869394.562500 Penalty: 2879.062256
	Iteration 29Q: 3 clusters Score -869394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -869395.937500 Penalty: 2879.062256
	Iteration 30Q: 3 clusters Score -869395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -869395.812500 Penalty: 2879.062256
	Iteration 31Q: 3 clusters Score -869395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -869395.812500 Penalty: 2879.062256
	Iteration 32F: 3 clusters Score -869395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (150404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Entering Unmasked Estep 
Score: -18255168.000000 Penalty: 1937.175537
	Iteration 0F: 2 clusters Score -1.825517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -18161530.000000 Penalty: 3874.351074
	Iteration 0F: 3 clusters Score -1.816153e+07 nChanged 72496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -18204210.000000 Penalty: 3874.351074
	Iteration 1F: 3 clusters Score -1.820421e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -18204792.000000 Penalty: 3874.351074
	Iteration 2Q: 3 clusters Score -1.820479e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -18205910.000000 Penalty: 3874.351074
	Iteration 3Q: 3 clusters Score -1.820591e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -18207500.000000 Penalty: 3874.351074
	Iteration 4Q: 3 clusters Score -1.82075e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -18210532.000000 Penalty: 3874.351074
	Iteration 5Q: 3 clusters Score -1.821053e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -18215682.000000 Penalty: 3874.351074
	Iteration 6F: 3 clusters Score -1.821568e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -18223156.000000 Penalty: 3874.351074
	Iteration 7F: 3 clusters Score -1.822316e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -18231736.000000 Penalty: 3874.351074
	Iteration 8F: 3 clusters Score -1.823174e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -18239858.000000 Penalty: 3874.351074
	Iteration 9F: 3 clusters Score -1.823986e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135624 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -18245684.000000 Penalty: 3874.351074
	Iteration 10Q: 3 clusters Score -1.824568e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139275 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -18249538.000000 Penalty: 3874.351074
	Iteration 11Q: 3 clusters Score -1.824954e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141288 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -18251758.000000 Penalty: 3874.351074
	Iteration 12Q: 3 clusters Score -1.825176e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -18252912.000000 Penalty: 3874.351074
	Iteration 13Q: 3 clusters Score -1.825291e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -18253514.000000 Penalty: 3874.351074
	Iteration 14Q: 3 clusters Score -1.825351e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -18253760.000000 Penalty: 3874.351074
	Iteration 15Q: 3 clusters Score -1.825376e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -18253964.000000 Penalty: 3874.351074
	Iteration 16Q: 3 clusters Score -1.825396e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144216 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -18254112.000000 Penalty: 3874.351074
	Iteration 17Q: 3 clusters Score -1.825411e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -18254234.000000 Penalty: 3874.351074
	Iteration 18Q: 3 clusters Score -1.825423e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144621 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -18254376.000000 Penalty: 3874.351074
	Iteration 19Q: 3 clusters Score -1.825438e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -18254500.000000 Penalty: 3874.351074
	Iteration 20F: 3 clusters Score -1.82545e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -18254534.000000 Penalty: 3874.351074
	Iteration 21Q: 3 clusters Score -1.825453e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -18254556.000000 Penalty: 3874.351074
	Iteration 22Q: 3 clusters Score -1.825456e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144817 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -18254582.000000 Penalty: 3874.351074
	Iteration 23Q: 3 clusters Score -1.825458e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144805 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -18254610.000000 Penalty: 3874.351074
	Iteration 24Q: 3 clusters Score -1.825461e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -18254676.000000 Penalty: 3874.351074
	Iteration 25Q: 3 clusters Score -1.825468e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -18254696.000000 Penalty: 3874.351074
	Iteration 26Q: 3 clusters Score -1.82547e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144689 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -18254714.000000 Penalty: 3874.351074
	Iteration 27Q: 3 clusters Score -1.825471e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144652 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -18254744.000000 Penalty: 3874.351074
	Iteration 28Q: 3 clusters Score -1.825474e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144605 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -18254774.000000 Penalty: 3874.351074
	Iteration 29Q: 3 clusters Score -1.825477e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -18254820.000000 Penalty: 3874.351074
	Iteration 30Q: 3 clusters Score -1.825482e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -18254840.000000 Penalty: 3874.351074
	Iteration 31Q: 3 clusters Score -1.825484e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -18254890.000000 Penalty: 3874.351074
	Iteration 32Q: 3 clusters Score -1.825489e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144388 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -18254948.000000 Penalty: 3874.351074
	Iteration 33Q: 3 clusters Score -1.825495e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -18255020.000000 Penalty: 3874.351074
	Iteration 34Q: 3 clusters Score -1.825502e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -18255080.000000 Penalty: 3874.351074
	Iteration 35Q: 3 clusters Score -1.825508e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144191 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -18255152.000000 Penalty: 3874.351074
	Iteration 36Q: 3 clusters Score -1.825515e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -18255186.000000 Penalty: 3874.351074
	Iteration 37Q: 3 clusters Score -1.825519e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -18255224.000000 Penalty: 3874.351074
	Iteration 38Q: 3 clusters Score -1.825522e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143895 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -18255276.000000 Penalty: 3874.351074
	Iteration 39Q: 3 clusters Score -1.825528e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -18255308.000000 Penalty: 3874.351074
	Iteration 40F: 3 clusters Score -1.825531e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -18255390.000000 Penalty: 3874.351074
	Iteration 41Q: 3 clusters Score -1.825539e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -18255422.000000 Penalty: 3874.351074
	Iteration 42Q: 3 clusters Score -1.825542e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -18255494.000000 Penalty: 3874.351074
	Iteration 43Q: 3 clusters Score -1.825549e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -18255550.000000 Penalty: 3874.351074
	Iteration 44Q: 3 clusters Score -1.825555e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -18255638.000000 Penalty: 3874.351074
	Iteration 45Q: 3 clusters Score -1.825564e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -18255736.000000 Penalty: 3874.351074
	Iteration 46Q: 3 clusters Score -1.825574e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -18255778.000000 Penalty: 3874.351074
	Iteration 47Q: 3 clusters Score -1.825578e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -18255858.000000 Penalty: 3874.351074
	Iteration 48Q: 3 clusters Score -1.825586e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -18255954.000000 Penalty: 3874.351074
	Iteration 49Q: 3 clusters Score -1.825595e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142539 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -18256026.000000 Penalty: 3874.351074
	Iteration 50Q: 3 clusters Score -1.825603e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -18256088.000000 Penalty: 3874.351074
	Iteration 51Q: 3 clusters Score -1.825609e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -18256212.000000 Penalty: 3874.351074
	Iteration 52Q: 3 clusters Score -1.825621e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -18256342.000000 Penalty: 3874.351074
	Iteration 53Q: 3 clusters Score -1.825634e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -18256430.000000 Penalty: 3874.351074
	Iteration 54Q: 3 clusters Score -1.825643e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -18256518.000000 Penalty: 3874.351074
	Iteration 55Q: 3 clusters Score -1.825652e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -18256584.000000 Penalty: 3874.351074
	Iteration 56Q: 3 clusters Score -1.825658e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -18256684.000000 Penalty: 3874.351074
	Iteration 57Q: 3 clusters Score -1.825668e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -18256724.000000 Penalty: 3874.351074
	Iteration 58Q: 3 clusters Score -1.825672e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141596 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -18256780.000000 Penalty: 3874.351074
	Iteration 59Q: 3 clusters Score -1.825678e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -18256866.000000 Penalty: 3874.351074
	Iteration 60F: 3 clusters Score -1.825687e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -18256910.000000 Penalty: 3874.351074
	Iteration 61Q: 3 clusters Score -1.825691e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -18256982.000000 Penalty: 3874.351074
	Iteration 62Q: 3 clusters Score -1.825698e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -18257034.000000 Penalty: 3874.351074
	Iteration 63Q: 3 clusters Score -1.825703e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -18257066.000000 Penalty: 3874.351074
	Iteration 64Q: 3 clusters Score -1.825707e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -18257098.000000 Penalty: 3874.351074
	Iteration 65Q: 3 clusters Score -1.82571e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -18257114.000000 Penalty: 3874.351074
	Iteration 66Q: 3 clusters Score -1.825711e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -18257096.000000 Penalty: 3874.351074
	Iteration 67Q: 3 clusters Score -1.82571e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -18257064.000000 Penalty: 3874.351074
	Iteration 68Q: 3 clusters Score -1.825706e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -18257118.000000 Penalty: 3874.351074
	Iteration 69Q: 3 clusters Score -1.825712e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -18257148.000000 Penalty: 3874.351074
	Iteration 70Q: 3 clusters Score -1.825715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -18257146.000000 Penalty: 3874.351074
	Iteration 71Q: 3 clusters Score -1.825715e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -18257174.000000 Penalty: 3874.351074
	Iteration 72Q: 3 clusters Score -1.825717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141508 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -18257160.000000 Penalty: 3874.351074
	Iteration 73Q: 3 clusters Score -1.825716e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -18257162.000000 Penalty: 3874.351074
	Iteration 74Q: 3 clusters Score -1.825716e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -18257196.000000 Penalty: 3874.351074
	Iteration 75Q: 3 clusters Score -1.82572e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -18257220.000000 Penalty: 3874.351074
	Iteration 76Q: 3 clusters Score -1.825722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -18257236.000000 Penalty: 3874.351074
	Iteration 77Q: 3 clusters Score -1.825724e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -18257250.000000 Penalty: 3874.351074
	Iteration 78Q: 3 clusters Score -1.825725e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -18257252.000000 Penalty: 3874.351074
	Iteration 79Q: 3 clusters Score -1.825725e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141552 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -18257252.000000 Penalty: 3874.351074
	Iteration 80F: 3 clusters Score -1.825725e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -18257252.000000 Penalty: 3874.351074
	Iteration 81Q: 3 clusters Score -1.825725e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -18257246.000000 Penalty: 3874.351074
	Iteration 82Q: 3 clusters Score -1.825725e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -18257256.000000 Penalty: 3874.351074
	Iteration 83Q: 3 clusters Score -1.825726e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -18257260.000000 Penalty: 3874.351074
	Iteration 84Q: 3 clusters Score -1.825726e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -18257272.000000 Penalty: 3874.351074
	Iteration 85Q: 3 clusters Score -1.825727e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -18257270.000000 Penalty: 3874.351074
	Iteration 86Q: 3 clusters Score -1.825727e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -18257244.000000 Penalty: 3874.351074
	Iteration 87Q: 3 clusters Score -1.825724e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141669 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -18257270.000000 Penalty: 3874.351074
	Iteration 88Q: 3 clusters Score -1.825727e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -18257282.000000 Penalty: 3874.351074
	Iteration 89Q: 3 clusters Score -1.825728e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -18257276.000000 Penalty: 3874.351074
	Iteration 90Q: 3 clusters Score -1.825728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -18257294.000000 Penalty: 3874.351074
	Iteration 91Q: 3 clusters Score -1.825729e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -18257282.000000 Penalty: 3874.351074
	Iteration 92Q: 3 clusters Score -1.825728e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -18257308.000000 Penalty: 3874.351074
	Iteration 93Q: 3 clusters Score -1.825731e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141741 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -18257320.000000 Penalty: 3874.351074
	Iteration 94Q: 3 clusters Score -1.825732e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -18257336.000000 Penalty: 3874.351074
	Iteration 95Q: 3 clusters Score -1.825734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -18257330.000000 Penalty: 3874.351074
	Iteration 96Q: 3 clusters Score -1.825733e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -18257332.000000 Penalty: 3874.351074
	Iteration 97Q: 3 clusters Score -1.825733e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -18257334.000000 Penalty: 3874.351074
	Iteration 98Q: 3 clusters Score -1.825733e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -18257322.000000 Penalty: 3874.351074
	Iteration 99Q: 3 clusters Score -1.825732e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141926 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -18257308.000000 Penalty: 3874.351074
	Iteration 100F: 3 clusters Score -1.825731e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -18257320.000000 Penalty: 3874.351074
	Iteration 101Q: 3 clusters Score -1.825732e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -18257296.000000 Penalty: 3874.351074
	Iteration 102Q: 3 clusters Score -1.82573e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142081 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -18257268.000000 Penalty: 3874.351074
	Iteration 103Q: 3 clusters Score -1.825727e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -18257286.000000 Penalty: 3874.351074
	Iteration 104Q: 3 clusters Score -1.825729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -18257308.000000 Penalty: 3874.351074
	Iteration 105Q: 3 clusters Score -1.825731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -18257300.000000 Penalty: 3874.351074
	Iteration 106Q: 3 clusters Score -1.82573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -18257298.000000 Penalty: 3874.351074
	Iteration 107Q: 3 clusters Score -1.82573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -18257320.000000 Penalty: 3874.351074
	Iteration 108Q: 3 clusters Score -1.825732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -18257326.000000 Penalty: 3874.351074
	Iteration 109Q: 3 clusters Score -1.825733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -18257324.000000 Penalty: 3874.351074
	Iteration 110Q: 3 clusters Score -1.825732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142014 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -18257332.000000 Penalty: 3874.351074
	Iteration 111Q: 3 clusters Score -1.825733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -18257334.000000 Penalty: 3874.351074
	Iteration 112Q: 3 clusters Score -1.825733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -18257348.000000 Penalty: 3874.351074
	Iteration 113Q: 3 clusters Score -1.825735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141988 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -18257350.000000 Penalty: 3874.351074
	Iteration 114Q: 3 clusters Score -1.825735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141979 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -18257354.000000 Penalty: 3874.351074
	Iteration 115Q: 3 clusters Score -1.825735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -18257364.000000 Penalty: 3874.351074
	Iteration 116Q: 3 clusters Score -1.825736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -18257364.000000 Penalty: 3874.351074
	Iteration 117Q: 3 clusters Score -1.825736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141950 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -18257356.000000 Penalty: 3874.351074
	Iteration 118Q: 3 clusters Score -1.825736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -18257342.000000 Penalty: 3874.351074
	Iteration 119Q: 3 clusters Score -1.825734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -18257356.000000 Penalty: 3874.351074
	Iteration 120F: 3 clusters Score -1.825736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -18257352.000000 Penalty: 3874.351074
	Iteration 121Q: 3 clusters Score -1.825735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -18257354.000000 Penalty: 3874.351074
	Iteration 122Q: 3 clusters Score -1.825735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141928 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -18257368.000000 Penalty: 3874.351074
	Iteration 123Q: 3 clusters Score -1.825737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141923 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -18257364.000000 Penalty: 3874.351074
	Iteration 124Q: 3 clusters Score -1.825736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -18257360.000000 Penalty: 3874.351074
	Iteration 125Q: 3 clusters Score -1.825736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -18257352.000000 Penalty: 3874.351074
	Iteration 126Q: 3 clusters Score -1.825735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -18257352.000000 Penalty: 3874.351074
	Iteration 127F: 3 clusters Score -1.825735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 141924 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 8480 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23936 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
Score: -29437134.000000 Penalty: 34291.625000
Splitting cluster 5 changes total score from -29435012.000000 to -29437134.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -141987.375000 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -141987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140355.843750 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -140355.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140615.218750 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -140615.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140690.156250 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -140690.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140735.046875 Penalty: 2312.564209
	Iteration 3Q: 3 clusters Score -140735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140767.828125 Penalty: 2312.564209
	Iteration 4Q: 3 clusters Score -140767.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140789.531250 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -140789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140806.640625 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -140806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140820.390625 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -140820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140832.406250 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -140832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140842.953125 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -140843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140855.515625 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -140855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140864.421875 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -140864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140870.812500 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -140870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140875.687500 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -140875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140879.406250 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -140879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140879.890625 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -140879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140880.640625 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -140880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140880.640625 Penalty: 2312.564209
	Iteration 17F: 3 clusters Score -140880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 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 153 members 
Entering Unmasked Estep 
Score: -42199.980469 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42199.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42299.984375 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42299.98 nChanged 12
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: -42323.183594 Penalty: 1856.963135
	Iteration 2Q: 3 clusters Score -42323.18 nChanged 3
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: -42329.687500 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42329.69 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: -42336.500000 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42336.5 nChanged 1
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: -42339.062500 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -42339.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42341.113281 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -42341.11 nChanged 1
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: -42342.199219 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -42342.2 nChanged 0
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: -42342.199219 Penalty: 1856.963135
	Iteration 8F: 3 clusters Score -42342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -82436.570312 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -82436.57 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 361 members 
Entering Unmasked Estep 
Score: -81169.937500 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -81169.94 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81428.085938 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -81428.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81486.468750 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -81486.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81509.578125 Penalty: 2154.113525
	Iteration 3Q: 3 clusters Score -81509.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81525.890625 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -81525.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81538.203125 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -81538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81547.070312 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -81547.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81551.929688 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -81551.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81552.890625 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -81552.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81552.890625 Penalty: 2154.113525
	Iteration 9F: 3 clusters Score -81552.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -13714.546875 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13714.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -13721.431641 Penalty: 1476.570801
	Iteration 1Q: 3 clusters Score -13721.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13735.170898 Penalty: 1476.570801
	Iteration 2Q: 3 clusters Score -13735.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13735.170898 Penalty: 1476.570801
	Iteration 3F: 3 clusters Score -13735.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Entering Unmasked Estep 
Score: -1627983.875000 Penalty: 1542.250366
	Iteration 0F: 2 clusters Score -1627984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1618681.875000 Penalty: 3084.500732
	Iteration 0F: 3 clusters Score -1618682 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1621759.000000 Penalty: 3084.500732
	Iteration 1F: 3 clusters Score -1621759 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1621993.375000 Penalty: 3084.500732
	Iteration 2F: 3 clusters Score -1621993 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1622187.500000 Penalty: 3084.500732
	Iteration 3Q: 3 clusters Score -1622188 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1622329.750000 Penalty: 3084.500732
	Iteration 4Q: 3 clusters Score -1622330 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1622449.000000 Penalty: 3084.500732
	Iteration 5Q: 3 clusters Score -1622449 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1622608.875000 Penalty: 3084.500732
	Iteration 6Q: 3 clusters Score -1622609 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1622799.125000 Penalty: 3084.500732
	Iteration 7Q: 3 clusters Score -1622799 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1623061.875000 Penalty: 3084.500732
	Iteration 8Q: 3 clusters Score -1623062 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1623430.375000 Penalty: 3084.500732
	Iteration 9Q: 3 clusters Score -1623430 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1623902.875000 Penalty: 3084.500732
	Iteration 10F: 3 clusters Score -1623903 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1624480.250000 Penalty: 3084.500732
	Iteration 11F: 3 clusters Score -1624480 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1625095.125000 Penalty: 3084.500732
	Iteration 12F: 3 clusters Score -1625095 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1625590.125000 Penalty: 3084.500732
	Iteration 13Q: 3 clusters Score -1625590 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1626004.375000 Penalty: 3084.500732
	Iteration 14Q: 3 clusters Score -1626004 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1626319.000000 Penalty: 3084.500732
	Iteration 15Q: 3 clusters Score -1626319 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1626492.500000 Penalty: 3084.500732
	Iteration 16Q: 3 clusters Score -1626492 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1626565.625000 Penalty: 3084.500732
	Iteration 17Q: 3 clusters Score -1626566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1626611.500000 Penalty: 3084.500732
	Iteration 18Q: 3 clusters Score -1626612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1626633.000000 Penalty: 3084.500732
	Iteration 19Q: 3 clusters Score -1626633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1626645.750000 Penalty: 3084.500732
	Iteration 20F: 3 clusters Score -1626646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1626658.625000 Penalty: 3084.500732
	Iteration 21Q: 3 clusters Score -1626659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1626671.625000 Penalty: 3084.500732
	Iteration 22Q: 3 clusters Score -1626672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1626676.000000 Penalty: 3084.500732
	Iteration 23Q: 3 clusters Score -1626676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1626681.875000 Penalty: 3084.500732
	Iteration 24Q: 3 clusters Score -1626682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1626680.125000 Penalty: 3084.500732
	Iteration 25Q: 3 clusters Score -1626680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1626684.375000 Penalty: 3084.500732
	Iteration 26Q: 3 clusters Score -1626684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1626686.000000 Penalty: 3084.500732
	Iteration 27Q: 3 clusters Score -1626686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1626686.375000 Penalty: 3084.500732
	Iteration 28Q: 3 clusters Score -1626686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1626689.500000 Penalty: 3084.500732
	Iteration 29Q: 3 clusters Score -1626690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1626691.125000 Penalty: 3084.500732
	Iteration 30Q: 3 clusters Score -1626691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1626690.875000 Penalty: 3084.500732
	Iteration 31Q: 3 clusters Score -1626691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1626692.875000 Penalty: 3084.500732
	Iteration 32Q: 3 clusters Score -1626693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1626695.750000 Penalty: 3084.500732
	Iteration 33Q: 3 clusters Score -1626696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1626696.500000 Penalty: 3084.500732
	Iteration 34Q: 3 clusters Score -1626696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1626696.500000 Penalty: 3084.500732
	Iteration 35F: 3 clusters Score -1626696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -350222.218750 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -350222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -347458.093750 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -347458.1 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -348116.875000 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -348116.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -348233.906250 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -348233.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -348313.281250 Penalty: 2607.654297
	Iteration 3Q: 3 clusters Score -348313.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -348360.593750 Penalty: 2607.654297
	Iteration 4Q: 3 clusters Score -348360.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -348404.718750 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -348404.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -348436.562500 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -348436.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -348462.343750 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -348462.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -348479.031250 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -348479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -348497.156250 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -348497.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -348516.000000 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -348516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -348529.656250 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -348529.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -348548.000000 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -348548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -348562.250000 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -348562.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -348578.781250 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -348578.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -348595.656250 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -348595.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -348609.406250 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -348609.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -348623.250000 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -348623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -348634.531250 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -348634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -348647.781250 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -348647.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -348659.437500 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -348659.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -348676.781250 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -348676.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -348698.250000 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -348698.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -348726.781250 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -348726.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -348763.218750 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -348763.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -348799.312500 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -348799.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -348821.000000 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -348821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -348843.187500 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -348843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -348864.031250 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -348864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -348880.281250 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -348880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -348893.593750 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -348893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -348904.937500 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -348904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -348914.718750 Penalty: 2607.654297
	Iteration 32Q: 3 clusters Score -348914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -348920.562500 Penalty: 2607.654297
	Iteration 33Q: 3 clusters Score -348920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -348925.500000 Penalty: 2607.654297
	Iteration 34Q: 3 clusters Score -348925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -348931.406250 Penalty: 2607.654297
	Iteration 35Q: 3 clusters Score -348931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -348935.812500 Penalty: 2607.654297
	Iteration 36Q: 3 clusters Score -348935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -348942.156250 Penalty: 2607.654297
	Iteration 37Q: 3 clusters Score -348942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -348946.437500 Penalty: 2607.654297
	Iteration 38Q: 3 clusters Score -348946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -348950.625000 Penalty: 2607.654297
	Iteration 39Q: 3 clusters Score -348950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -348956.750000 Penalty: 2607.654297
	Iteration 40F: 3 clusters Score -348956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -348959.468750 Penalty: 2607.654297
	Iteration 41Q: 3 clusters Score -348959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -348962.593750 Penalty: 2607.654297
	Iteration 42Q: 3 clusters Score -348962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -348965.281250 Penalty: 2607.654297
	Iteration 43Q: 3 clusters Score -348965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -348968.000000 Penalty: 2607.654297
	Iteration 44Q: 3 clusters Score -348968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -348969.406250 Penalty: 2607.654297
	Iteration 45Q: 3 clusters Score -348969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -348971.093750 Penalty: 2607.654297
	Iteration 46Q: 3 clusters Score -348971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -348972.812500 Penalty: 2607.654297
	Iteration 47Q: 3 clusters Score -348972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -348972.875000 Penalty: 2607.654297
	Iteration 48Q: 3 clusters Score -348972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -348973.375000 Penalty: 2607.654297
	Iteration 49Q: 3 clusters Score -348973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -348973.937500 Penalty: 2607.654297
	Iteration 50Q: 3 clusters Score -348973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -348974.781250 Penalty: 2607.654297
	Iteration 51Q: 3 clusters Score -348974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -348975.687500 Penalty: 2607.654297
	Iteration 52Q: 3 clusters Score -348975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -348976.843750 Penalty: 2607.654297
	Iteration 53Q: 3 clusters Score -348976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -348980.250000 Penalty: 2607.654297
	Iteration 54Q: 3 clusters Score -348980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -348983.000000 Penalty: 2607.654297
	Iteration 55Q: 3 clusters Score -348983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -348984.531250 Penalty: 2607.654297
	Iteration 56Q: 3 clusters Score -348984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -348986.906250 Penalty: 2607.654297
	Iteration 57Q: 3 clusters Score -348986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -348989.031250 Penalty: 2607.654297
	Iteration 58Q: 3 clusters Score -348989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -348991.812500 Penalty: 2607.654297
	Iteration 59Q: 3 clusters Score -348991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -348995.593750 Penalty: 2607.654297
	Iteration 60F: 3 clusters Score -348995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -348999.343750 Penalty: 2607.654297
	Iteration 61Q: 3 clusters Score -348999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -349000.843750 Penalty: 2607.654297
	Iteration 62Q: 3 clusters Score -349000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -349000.812500 Penalty: 2607.654297
	Iteration 63Q: 3 clusters Score -349000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -349003.093750 Penalty: 2607.654297
	Iteration 64Q: 3 clusters Score -349003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -349004.843750 Penalty: 2607.654297
	Iteration 65Q: 3 clusters Score -349004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -349006.375000 Penalty: 2607.654297
	Iteration 66Q: 3 clusters Score -349006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -349012.562500 Penalty: 2607.654297
	Iteration 67Q: 3 clusters Score -349012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -349014.593750 Penalty: 2607.654297
	Iteration 68Q: 3 clusters Score -349014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -349018.843750 Penalty: 2607.654297
	Iteration 69Q: 3 clusters Score -349018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -349022.000000 Penalty: 2607.654297
	Iteration 70Q: 3 clusters Score -349022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -349024.125000 Penalty: 2607.654297
	Iteration 71Q: 3 clusters Score -349024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -349024.156250 Penalty: 2607.654297
	Iteration 72Q: 3 clusters Score -349024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -349028.093750 Penalty: 2607.654297
	Iteration 73Q: 3 clusters Score -349028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -349030.125000 Penalty: 2607.654297
	Iteration 74Q: 3 clusters Score -349030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -349035.406250 Penalty: 2607.654297
	Iteration 75Q: 3 clusters Score -349035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -349045.000000 Penalty: 2607.654297
	Iteration 76Q: 3 clusters Score -349045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -349056.000000 Penalty: 2607.654297
	Iteration 77Q: 3 clusters Score -349056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -349063.062500 Penalty: 2607.654297
	Iteration 78Q: 3 clusters Score -349063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -349069.125000 Penalty: 2607.654297
	Iteration 79Q: 3 clusters Score -349069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -349076.687500 Penalty: 2607.654297
	Iteration 80F: 3 clusters Score -349076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -349080.687500 Penalty: 2607.654297
	Iteration 81Q: 3 clusters Score -349080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -349080.968750 Penalty: 2607.654297
	Iteration 82Q: 3 clusters Score -349081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -349082.281250 Penalty: 2607.654297
	Iteration 83Q: 3 clusters Score -349082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -349083.656250 Penalty: 2607.654297
	Iteration 84Q: 3 clusters Score -349083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -349083.656250 Penalty: 2607.654297
	Iteration 85F: 3 clusters Score -349083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -233194.609375 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -233194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -231116.484375 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -231116.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -231537.125000 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -231537.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231622.031250 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -231622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231670.109375 Penalty: 2461.564697
	Iteration 3Q: 3 clusters Score -231670.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231708.828125 Penalty: 2461.564697
	Iteration 4Q: 3 clusters Score -231708.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -231745.890625 Penalty: 2461.564697
	Iteration 5Q: 3 clusters Score -231745.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -231774.343750 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -231774.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231807.656250 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -231807.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231832.937500 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -231832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231850.328125 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -231850.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231864.421875 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -231864.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231879.062500 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -231879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231888.234375 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -231888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231894.281250 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -231894.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231904.359375 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -231904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231914.703125 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -231914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -231929.750000 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -231929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -231947.843750 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -231947.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231963.562500 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -231963.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -231987.765625 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -231987.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232014.234375 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -232014.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232035.281250 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -232035.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232055.687500 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -232055.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232073.890625 Penalty: 2461.564697
	Iteration 23Q: 3 clusters Score -232073.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -232090.703125 Penalty: 2461.564697
	Iteration 24Q: 3 clusters Score -232090.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -232109.437500 Penalty: 2461.564697
	Iteration 25Q: 3 clusters Score -232109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232122.062500 Penalty: 2461.564697
	Iteration 26Q: 3 clusters Score -232122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232126.859375 Penalty: 2461.564697
	Iteration 27Q: 3 clusters Score -232126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -232132.468750 Penalty: 2461.564697
	Iteration 28Q: 3 clusters Score -232132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232144.609375 Penalty: 2461.564697
	Iteration 29Q: 3 clusters Score -232144.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232160.109375 Penalty: 2461.564697
	Iteration 30Q: 3 clusters Score -232160.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232171.250000 Penalty: 2461.564697
	Iteration 31Q: 3 clusters Score -232171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -232183.843750 Penalty: 2461.564697
	Iteration 32Q: 3 clusters Score -232183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232192.671875 Penalty: 2461.564697
	Iteration 33Q: 3 clusters Score -232192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232194.984375 Penalty: 2461.564697
	Iteration 34Q: 3 clusters Score -232195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232196.171875 Penalty: 2461.564697
	Iteration 35Q: 3 clusters Score -232196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232197.187500 Penalty: 2461.564697
	Iteration 36Q: 3 clusters Score -232197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232199.093750 Penalty: 2461.564697
	Iteration 37Q: 3 clusters Score -232199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232199.843750 Penalty: 2461.564697
	Iteration 38Q: 3 clusters Score -232199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232200.968750 Penalty: 2461.564697
	Iteration 39Q: 3 clusters Score -232201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232200.968750 Penalty: 2461.564697
	Iteration 40F: 3 clusters Score -232201 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: -42863.195312 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -42863.2 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 190 members 
Entering Unmasked Estep 
Score: -41898.140625 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -41898.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42010.691406 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -42010.69 nChanged 17
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: -42043.687500 Penalty: 1961.531494
	Iteration 2Q: 3 clusters Score -42043.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42082.164062 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -42082.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42096.292969 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -42096.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42103.093750 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -42103.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42105.687500 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -42105.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42105.687500 Penalty: 1961.531494
	Iteration 7F: 3 clusters Score -42105.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -863580.875000 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -863580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -858301.187500 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -858301.2 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -859854.437500 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -859854.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -860078.062500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -860078.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -860266.562500 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -860266.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -860405.250000 Penalty: 2879.016113
	Iteration 4Q: 3 clusters Score -860405.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -860550.875000 Penalty: 2879.016113
	Iteration 5Q: 3 clusters Score -860550.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -860750.125000 Penalty: 2879.016113
	Iteration 6Q: 3 clusters Score -860750.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -860965.250000 Penalty: 2879.016113
	Iteration 7F: 3 clusters Score -860965.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -861212.812500 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -861212.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -861475.062500 Penalty: 2879.016113
	Iteration 9F: 3 clusters Score -861475.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -861738.937500 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -861738.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -861942.250000 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -861942.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -862092.875000 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -862092.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -862204.750000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -862204.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -862273.187500 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -862273.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -862322.125000 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -862322.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -862365.062500 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -862365.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -862406.500000 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -862406.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -862445.687500 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -862445.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -862486.062500 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -862486.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -862524.562500 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -862524.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -862558.687500 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -862558.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -862578.937500 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -862578.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -862595.562500 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -862595.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -862614.125000 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -862614.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -862632.687500 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -862632.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -862646.687500 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -862646.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -862655.312500 Penalty: 2879.016113
	Iteration 27Q: 3 clusters Score -862655.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -862661.437500 Penalty: 2879.016113
	Iteration 28Q: 3 clusters Score -862661.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -862669.000000 Penalty: 2879.016113
	Iteration 29Q: 3 clusters Score -862669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -862674.125000 Penalty: 2879.016113
	Iteration 30Q: 3 clusters Score -862674.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -862676.500000 Penalty: 2879.016113
	Iteration 31Q: 3 clusters Score -862676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -862678.375000 Penalty: 2879.016113
	Iteration 32Q: 3 clusters Score -862678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -862680.437500 Penalty: 2879.016113
	Iteration 33Q: 3 clusters Score -862680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -862681.437500 Penalty: 2879.016113
	Iteration 34Q: 3 clusters Score -862681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -862684.187500 Penalty: 2879.016113
	Iteration 35Q: 3 clusters Score -862684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -862685.000000 Penalty: 2879.016113
	Iteration 36Q: 3 clusters Score -862685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -862684.937500 Penalty: 2879.016113
	Iteration 37Q: 3 clusters Score -862684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -862684.625000 Penalty: 2879.016113
	Iteration 38Q: 3 clusters Score -862684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -862685.687500 Penalty: 2879.016113
	Iteration 39Q: 3 clusters Score -862685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -862685.437500 Penalty: 2879.016113
	Iteration 40F: 3 clusters Score -862685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -862686.937500 Penalty: 2879.016113
	Iteration 41Q: 3 clusters Score -862686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -862687.125000 Penalty: 2879.016113
	Iteration 42Q: 3 clusters Score -862687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -862687.812500 Penalty: 2879.016113
	Iteration 43Q: 3 clusters Score -862687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -862687.187500 Penalty: 2879.016113
	Iteration 44Q: 3 clusters Score -862687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -862687.312500 Penalty: 2879.016113
	Iteration 45Q: 3 clusters Score -862687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -862687.187500 Penalty: 2879.016113
	Iteration 46Q: 3 clusters Score -862687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -862687.687500 Penalty: 2879.016113
	Iteration 47Q: 3 clusters Score -862687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -862687.125000 Penalty: 2879.016113
	Iteration 48Q: 3 clusters Score -862687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -862687.125000 Penalty: 2879.016113
	Iteration 49F: 3 clusters Score -862687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Entering Unmasked Estep 
Score: -2921611.750000 Penalty: 1638.510010
	Iteration 0F: 2 clusters Score -2921612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2905451.500000 Penalty: 3277.020020
	Iteration 0F: 3 clusters Score -2905452 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2911367.500000 Penalty: 3277.020020
	Iteration 1F: 3 clusters Score -2911368 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2911661.500000 Penalty: 3277.020020
	Iteration 2Q: 3 clusters Score -2911662 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2911923.500000 Penalty: 3277.020020
	Iteration 3Q: 3 clusters Score -2911924 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2912172.750000 Penalty: 3277.020020
	Iteration 4Q: 3 clusters Score -2912173 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2912438.500000 Penalty: 3277.020020
	Iteration 5Q: 3 clusters Score -2912438 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2912757.750000 Penalty: 3277.020020
	Iteration 6Q: 3 clusters Score -2912758 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2913132.250000 Penalty: 3277.020020
	Iteration 7Q: 3 clusters Score -2913132 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2913544.500000 Penalty: 3277.020020
	Iteration 8Q: 3 clusters Score -2913544 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2914062.500000 Penalty: 3277.020020
	Iteration 9Q: 3 clusters Score -2914062 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2914769.250000 Penalty: 3277.020020
	Iteration 10Q: 3 clusters Score -2914769 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2915600.500000 Penalty: 3277.020020
	Iteration 11F: 3 clusters Score -2915600 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2916515.000000 Penalty: 3277.020020
	Iteration 12F: 3 clusters Score -2916515 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2917463.000000 Penalty: 3277.020020
	Iteration 13Q: 3 clusters Score -2917463 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2918324.750000 Penalty: 3277.020020
	Iteration 14Q: 3 clusters Score -2918325 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2918978.500000 Penalty: 3277.020020
	Iteration 15Q: 3 clusters Score -2918978 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2919417.750000 Penalty: 3277.020020
	Iteration 16Q: 3 clusters Score -2919418 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2919706.250000 Penalty: 3277.020020
	Iteration 17Q: 3 clusters Score -2919706 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2919861.750000 Penalty: 3277.020020
	Iteration 18Q: 3 clusters Score -2919862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2919971.500000 Penalty: 3277.020020
	Iteration 19Q: 3 clusters Score -2919972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2920044.500000 Penalty: 3277.020020
	Iteration 20F: 3 clusters Score -2920044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2920103.500000 Penalty: 3277.020020
	Iteration 21Q: 3 clusters Score -2920104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2920140.000000 Penalty: 3277.020020
	Iteration 22Q: 3 clusters Score -2920140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2920172.500000 Penalty: 3277.020020
	Iteration 23Q: 3 clusters Score -2920172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2920192.250000 Penalty: 3277.020020
	Iteration 24Q: 3 clusters Score -2920192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2920211.250000 Penalty: 3277.020020
	Iteration 25Q: 3 clusters Score -2920211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2920213.500000 Penalty: 3277.020020
	Iteration 26Q: 3 clusters Score -2920214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2920223.250000 Penalty: 3277.020020
	Iteration 27Q: 3 clusters Score -2920223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2920231.750000 Penalty: 3277.020020
	Iteration 28Q: 3 clusters Score -2920232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2920233.750000 Penalty: 3277.020020
	Iteration 29Q: 3 clusters Score -2920234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2920235.750000 Penalty: 3277.020020
	Iteration 30Q: 3 clusters Score -2920236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2920237.000000 Penalty: 3277.020020
	Iteration 31Q: 3 clusters Score -2920237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2920237.000000 Penalty: 3277.020020
	Iteration 32F: 3 clusters Score -2920237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -439186.781250 Penalty: 1336.644287
	Iteration 0F: 2 clusters Score -439186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -435928.687500 Penalty: 2673.288574
	Iteration 0F: 3 clusters Score -435928.7 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -436755.218750 Penalty: 2673.288574
	Iteration 1F: 3 clusters Score -436755.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -436913.656250 Penalty: 2673.288574
	Iteration 2F: 3 clusters Score -436913.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -437025.562500 Penalty: 2673.288574
	Iteration 3F: 3 clusters Score -437025.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -437127.843750 Penalty: 2673.288574
	Iteration 4Q: 3 clusters Score -437127.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -437218.281250 Penalty: 2673.288574
	Iteration 5Q: 3 clusters Score -437218.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -437301.187500 Penalty: 2673.288574
	Iteration 6Q: 3 clusters Score -437301.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -437366.843750 Penalty: 2673.288574
	Iteration 7Q: 3 clusters Score -437366.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -437442.562500 Penalty: 2673.288574
	Iteration 8Q: 3 clusters Score -437442.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -437523.062500 Penalty: 2673.288574
	Iteration 9Q: 3 clusters Score -437523.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -437605.781250 Penalty: 2673.288574
	Iteration 10Q: 3 clusters Score -437605.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -437677.093750 Penalty: 2673.288574
	Iteration 11Q: 3 clusters Score -437677.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -437743.031250 Penalty: 2673.288574
	Iteration 12Q: 3 clusters Score -437743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -437798.531250 Penalty: 2673.288574
	Iteration 13Q: 3 clusters Score -437798.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -437857.437500 Penalty: 2673.288574
	Iteration 14Q: 3 clusters Score -437857.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -437911.000000 Penalty: 2673.288574
	Iteration 15Q: 3 clusters Score -437911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -437947.468750 Penalty: 2673.288574
	Iteration 16Q: 3 clusters Score -437947.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -437984.250000 Penalty: 2673.288574
	Iteration 17Q: 3 clusters Score -437984.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -438030.343750 Penalty: 2673.288574
	Iteration 18Q: 3 clusters Score -438030.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -438105.125000 Penalty: 2673.288574
	Iteration 19Q: 3 clusters Score -438105.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -438201.500000 Penalty: 2673.288574
	Iteration 20F: 3 clusters Score -438201.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -438299.406250 Penalty: 2673.288574
	Iteration 21Q: 3 clusters Score -438299.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -438378.250000 Penalty: 2673.288574
	Iteration 22Q: 3 clusters Score -438378.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -438435.031250 Penalty: 2673.288574
	Iteration 23Q: 3 clusters Score -438435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -438479.156250 Penalty: 2673.288574
	Iteration 24Q: 3 clusters Score -438479.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -438501.031250 Penalty: 2673.288574
	Iteration 25Q: 3 clusters Score -438501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438511.343750 Penalty: 2673.288574
	Iteration 26Q: 3 clusters Score -438511.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -438517.781250 Penalty: 2673.288574
	Iteration 27Q: 3 clusters Score -438517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -438522.218750 Penalty: 2673.288574
	Iteration 28Q: 3 clusters Score -438522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438525.468750 Penalty: 2673.288574
	Iteration 29Q: 3 clusters Score -438525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438526.687500 Penalty: 2673.288574
	Iteration 30Q: 3 clusters Score -438526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -438527.312500 Penalty: 2673.288574
	Iteration 31Q: 3 clusters Score -438527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -438528.625000 Penalty: 2673.288574
	Iteration 32Q: 3 clusters Score -438528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -438528.593750 Penalty: 2673.288574
	Iteration 33Q: 3 clusters Score -438528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -438529.062500 Penalty: 2673.288574
	Iteration 34Q: 3 clusters Score -438529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -438529.750000 Penalty: 2673.288574
	Iteration 35Q: 3 clusters Score -438529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -438529.812500 Penalty: 2673.288574
	Iteration 36Q: 3 clusters Score -438529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -438531.468750 Penalty: 2673.288574
	Iteration 37Q: 3 clusters Score -438531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -438533.093750 Penalty: 2673.288574
	Iteration 38Q: 3 clusters Score -438533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -438533.093750 Penalty: 2673.288574
	Iteration 39F: 3 clusters Score -438533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 141924 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13237 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 1947 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 23936 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437524.000000 Penalty: 34291.625000
Iteration 159Q: 18 clusters Score -2.943752e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 18430 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 7021 members 
Mstep: Class 5 contains 141699 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 8830 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13213 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438184.000000 Penalty: 34291.625000
Iteration 160F: 18 clusters Score -2.943818e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 6940 members 
Mstep: Class 5 contains 141635 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13091 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7011 members 
Mstep: Class 17 contains 23723 members 
Mstep: Class 18 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438538.000000 Penalty: 34291.625000
Iteration 161Q: 18 clusters Score -2.943854e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 141678 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 13027 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 23620 members 
Mstep: Class 18 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438438.000000 Penalty: 34291.625000
Iteration 162Q: 18 clusters Score -2.943844e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 141668 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 9965 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12993 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 23546 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438476.000000 Penalty: 34291.625000
Iteration 163Q: 18 clusters Score -2.943848e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 18307 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6894 members 
Mstep: Class 5 contains 141655 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10105 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12968 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 23493 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438526.000000 Penalty: 34291.625000
Iteration 164Q: 18 clusters Score -2.943853e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 18300 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6893 members 
Mstep: Class 5 contains 141632 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10225 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 23458 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438506.000000 Penalty: 34291.625000
Iteration 165Q: 18 clusters Score -2.943851e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 141563 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 23441 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438522.000000 Penalty: 34291.625000
Iteration 166Q: 18 clusters Score -2.943852e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 18294 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 141520 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12921 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 23432 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438578.000000 Penalty: 34291.625000
Iteration 167Q: 18 clusters Score -2.943858e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 141509 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10544 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 23416 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438640.000000 Penalty: 34291.625000
Iteration 168Q: 18 clusters Score -2.943864e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 18294 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 141497 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12900 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 23404 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438740.000000 Penalty: 34291.625000
Iteration 169Q: 18 clusters Score -2.943874e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 141511 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10611 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6995 members 
Mstep: Class 17 contains 23395 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439058.000000 Penalty: 34291.625000
Iteration 170Q: 18 clusters Score -2.943906e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 18286 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 6863 members 
Mstep: Class 5 contains 141466 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10703 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12886 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23388 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439336.000000 Penalty: 34291.625000
Iteration 171Q: 18 clusters Score -2.943934e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 18285 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 141363 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 10860 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12881 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 23375 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439424.000000 Penalty: 34291.625000
Iteration 172Q: 18 clusters Score -2.943942e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 18281 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 141236 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11030 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12873 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 23367 members 
Mstep: Class 18 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439478.000000 Penalty: 34291.625000
Iteration 173Q: 18 clusters Score -2.943948e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 18272 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 141115 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12863 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 23351 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439594.000000 Penalty: 34291.625000
Iteration 174Q: 18 clusters Score -2.943959e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 141000 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11356 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12857 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 23341 members 
Mstep: Class 18 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439698.000000 Penalty: 34291.625000
Iteration 175Q: 18 clusters Score -2.94397e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 18270 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 140887 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11506 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 23334 members 
Mstep: Class 18 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439728.000000 Penalty: 34291.625000
Iteration 176Q: 18 clusters Score -2.943973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 18270 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 140780 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11631 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23329 members 
Mstep: Class 18 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439730.000000 Penalty: 34291.625000
Iteration 177Q: 18 clusters Score -2.943973e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 18270 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 6844 members 
Mstep: Class 5 contains 140689 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11752 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23316 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439790.000000 Penalty: 34291.625000
Iteration 178Q: 18 clusters Score -2.943979e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 18271 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 140588 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11884 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12848 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23308 members 
Mstep: Class 18 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439854.000000 Penalty: 34291.625000
Iteration 179Q: 18 clusters Score -2.943985e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 18271 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 6839 members 
Mstep: Class 5 contains 140498 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23303 members 
Mstep: Class 18 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439908.000000 Penalty: 34291.625000
Iteration 180F: 18 clusters Score -2.943991e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 18268 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 140399 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12123 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12839 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23297 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439952.000000 Penalty: 34291.625000
Iteration 181Q: 18 clusters Score -2.943995e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 18271 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 140305 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12232 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12836 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23288 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439958.000000 Penalty: 34291.625000
Iteration 182Q: 18 clusters Score -2.943996e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 140218 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12336 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12835 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23283 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439988.000000 Penalty: 34291.625000
Iteration 183Q: 18 clusters Score -2.943999e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 18267 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 140121 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12834 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23279 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439946.000000 Penalty: 34291.625000
Iteration 184Q: 18 clusters Score -2.943995e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 18269 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 6827 members 
Mstep: Class 5 contains 140035 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12829 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23275 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439986.000000 Penalty: 34291.625000
Iteration 185Q: 18 clusters Score -2.943999e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 18273 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 139969 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23269 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440064.000000 Penalty: 34291.625000
Iteration 186Q: 18 clusters Score -2.944006e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 18274 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 139902 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12716 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23261 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440120.000000 Penalty: 34291.625000
Iteration 187Q: 18 clusters Score -2.944012e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 18278 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 139849 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12786 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12814 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23254 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440150.000000 Penalty: 34291.625000
Iteration 188Q: 18 clusters Score -2.944015e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 18283 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 6817 members 
Mstep: Class 5 contains 139786 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12863 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12811 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23246 members 
Mstep: Class 18 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440138.000000 Penalty: 34291.625000
Iteration 189Q: 18 clusters Score -2.944014e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 6817 members 
Mstep: Class 5 contains 139713 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12934 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12809 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440212.000000 Penalty: 34291.625000
Iteration 190Q: 18 clusters Score -2.944021e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18295 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 139654 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12807 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23239 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440184.000000 Penalty: 34291.625000
Iteration 191Q: 18 clusters Score -2.944018e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 18301 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 5 contains 139600 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 23233 members 
Mstep: Class 18 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440196.000000 Penalty: 34291.625000
Iteration 192Q: 18 clusters Score -2.94402e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 18306 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 139546 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12802 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 23228 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440260.000000 Penalty: 34291.625000
Iteration 193Q: 18 clusters Score -2.944026e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 18309 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 139491 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13186 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12801 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 23222 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440246.000000 Penalty: 34291.625000
Iteration 194Q: 18 clusters Score -2.944025e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6804 members 
Mstep: Class 5 contains 139437 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13251 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 23217 members 
Mstep: Class 18 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440302.000000 Penalty: 34291.625000
Iteration 195Q: 18 clusters Score -2.94403e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 18317 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6802 members 
Mstep: Class 5 contains 139393 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13307 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440306.000000 Penalty: 34291.625000
Iteration 196Q: 18 clusters Score -2.944031e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 18318 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 139346 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13367 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 18 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440330.000000 Penalty: 34291.625000
Iteration 197Q: 18 clusters Score -2.944033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 18317 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6796 members 
Mstep: Class 5 contains 139312 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13418 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23200 members 
Mstep: Class 18 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440360.000000 Penalty: 34291.625000
Iteration 198Q: 18 clusters Score -2.944036e+07 nChanged 84
Entering ConstructFrom: 
Score: -29440360.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Entering Unmasked Estep 
Score: -1381866.875000 Penalty: 1519.023926
	Iteration 0F: 2 clusters Score -1381867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1373665.000000 Penalty: 3038.047852
	Iteration 0F: 3 clusters Score -1373665 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1376462.750000 Penalty: 3038.047852
	Iteration 1F: 3 clusters Score -1376463 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1376978.750000 Penalty: 3038.047852
	Iteration 2F: 3 clusters Score -1376979 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1377578.625000 Penalty: 3038.047852
	Iteration 3F: 3 clusters Score -1377579 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1378263.625000 Penalty: 3038.047852
	Iteration 4F: 3 clusters Score -1378264 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1378917.250000 Penalty: 3038.047852
	Iteration 5F: 3 clusters Score -1378917 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1379485.750000 Penalty: 3038.047852
	Iteration 6F: 3 clusters Score -1379486 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1379917.875000 Penalty: 3038.047852
	Iteration 7F: 3 clusters Score -1379918 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1380268.250000 Penalty: 3038.047852
	Iteration 8Q: 3 clusters Score -1380268 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1380556.625000 Penalty: 3038.047852
	Iteration 9Q: 3 clusters Score -1380557 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1380757.375000 Penalty: 3038.047852
	Iteration 10Q: 3 clusters Score -1380757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1380925.500000 Penalty: 3038.047852
	Iteration 11Q: 3 clusters Score -1380926 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1381038.000000 Penalty: 3038.047852
	Iteration 12Q: 3 clusters Score -1381038 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1381136.125000 Penalty: 3038.047852
	Iteration 13Q: 3 clusters Score -1381136 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1381230.750000 Penalty: 3038.047852
	Iteration 14Q: 3 clusters Score -1381231 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1381307.250000 Penalty: 3038.047852
	Iteration 15Q: 3 clusters Score -1381307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1381361.875000 Penalty: 3038.047852
	Iteration 16Q: 3 clusters Score -1381362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1381391.000000 Penalty: 3038.047852
	Iteration 17Q: 3 clusters Score -1381391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1381422.000000 Penalty: 3038.047852
	Iteration 18Q: 3 clusters Score -1381422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1381441.125000 Penalty: 3038.047852
	Iteration 19Q: 3 clusters Score -1381441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1381451.750000 Penalty: 3038.047852
	Iteration 20F: 3 clusters Score -1381452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1381461.875000 Penalty: 3038.047852
	Iteration 21Q: 3 clusters Score -1381462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1381472.125000 Penalty: 3038.047852
	Iteration 22Q: 3 clusters Score -1381472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1381481.500000 Penalty: 3038.047852
	Iteration 23Q: 3 clusters Score -1381482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1381484.875000 Penalty: 3038.047852
	Iteration 24Q: 3 clusters Score -1381485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1381487.125000 Penalty: 3038.047852
	Iteration 25Q: 3 clusters Score -1381487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1381491.125000 Penalty: 3038.047852
	Iteration 26Q: 3 clusters Score -1381491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1381497.250000 Penalty: 3038.047852
	Iteration 27Q: 3 clusters Score -1381497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1381496.750000 Penalty: 3038.047852
	Iteration 28Q: 3 clusters Score -1381497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1381498.625000 Penalty: 3038.047852
	Iteration 29Q: 3 clusters Score -1381499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1381499.250000 Penalty: 3038.047852
	Iteration 30Q: 3 clusters Score -1381499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1381498.000000 Penalty: 3038.047852
	Iteration 31Q: 3 clusters Score -1381498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1381497.750000 Penalty: 3038.047852
	Iteration 32Q: 3 clusters Score -1381498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1381497.125000 Penalty: 3038.047852
	Iteration 33Q: 3 clusters Score -1381497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1381495.375000 Penalty: 3038.047852
	Iteration 34Q: 3 clusters Score -1381495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1381494.625000 Penalty: 3038.047852
	Iteration 35Q: 3 clusters Score -1381495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1381496.875000 Penalty: 3038.047852
	Iteration 36Q: 3 clusters Score -1381497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1381496.875000 Penalty: 3038.047852
	Iteration 37F: 3 clusters Score -1381497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Entering Unmasked Estep 
Score: -2181112.750000 Penalty: 1595.059082
	Iteration 0F: 2 clusters Score -2181113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2168586.500000 Penalty: 3190.118164
	Iteration 0F: 3 clusters Score -2168586 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2173110.750000 Penalty: 3190.118164
	Iteration 1F: 3 clusters Score -2173111 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2173417.250000 Penalty: 3190.118164
	Iteration 2F: 3 clusters Score -2173417 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2173676.250000 Penalty: 3190.118164
	Iteration 3Q: 3 clusters Score -2173676 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2173908.500000 Penalty: 3190.118164
	Iteration 4Q: 3 clusters Score -2173908 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2174141.750000 Penalty: 3190.118164
	Iteration 5Q: 3 clusters Score -2174142 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2174329.250000 Penalty: 3190.118164
	Iteration 6Q: 3 clusters Score -2174329 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2174505.750000 Penalty: 3190.118164
	Iteration 7Q: 3 clusters Score -2174506 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2174706.500000 Penalty: 3190.118164
	Iteration 8Q: 3 clusters Score -2174706 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2174955.000000 Penalty: 3190.118164
	Iteration 9Q: 3 clusters Score -2174955 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2175259.000000 Penalty: 3190.118164
	Iteration 10Q: 3 clusters Score -2175259 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2175631.500000 Penalty: 3190.118164
	Iteration 11Q: 3 clusters Score -2175632 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2176033.750000 Penalty: 3190.118164
	Iteration 12Q: 3 clusters Score -2176034 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2176454.000000 Penalty: 3190.118164
	Iteration 13Q: 3 clusters Score -2176454 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2176869.000000 Penalty: 3190.118164
	Iteration 14Q: 3 clusters Score -2176869 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2177272.500000 Penalty: 3190.118164
	Iteration 15Q: 3 clusters Score -2177272 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2177676.500000 Penalty: 3190.118164
	Iteration 16Q: 3 clusters Score -2177676 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2178115.750000 Penalty: 3190.118164
	Iteration 17Q: 3 clusters Score -2178116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2178461.250000 Penalty: 3190.118164
	Iteration 18Q: 3 clusters Score -2178461 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2178745.750000 Penalty: 3190.118164
	Iteration 19Q: 3 clusters Score -2178746 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2178971.500000 Penalty: 3190.118164
	Iteration 20F: 3 clusters Score -2178972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2179139.250000 Penalty: 3190.118164
	Iteration 21Q: 3 clusters Score -2179139 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2179260.250000 Penalty: 3190.118164
	Iteration 22Q: 3 clusters Score -2179260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2179356.500000 Penalty: 3190.118164
	Iteration 23Q: 3 clusters Score -2179356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2179430.500000 Penalty: 3190.118164
	Iteration 24Q: 3 clusters Score -2179430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2179491.750000 Penalty: 3190.118164
	Iteration 25Q: 3 clusters Score -2179492 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2179542.250000 Penalty: 3190.118164
	Iteration 26Q: 3 clusters Score -2179542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2179587.500000 Penalty: 3190.118164
	Iteration 27Q: 3 clusters Score -2179588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2179621.500000 Penalty: 3190.118164
	Iteration 28Q: 3 clusters Score -2179622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2179650.750000 Penalty: 3190.118164
	Iteration 29Q: 3 clusters Score -2179651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2179684.250000 Penalty: 3190.118164
	Iteration 30Q: 3 clusters Score -2179684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2179713.500000 Penalty: 3190.118164
	Iteration 31Q: 3 clusters Score -2179714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2179724.750000 Penalty: 3190.118164
	Iteration 32Q: 3 clusters Score -2179725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2179744.000000 Penalty: 3190.118164
	Iteration 33Q: 3 clusters Score -2179744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2179757.000000 Penalty: 3190.118164
	Iteration 34Q: 3 clusters Score -2179757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2179765.250000 Penalty: 3190.118164
	Iteration 35Q: 3 clusters Score -2179765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2179781.250000 Penalty: 3190.118164
	Iteration 36Q: 3 clusters Score -2179781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2179791.500000 Penalty: 3190.118164
	Iteration 37Q: 3 clusters Score -2179792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2179805.750000 Penalty: 3190.118164
	Iteration 38Q: 3 clusters Score -2179806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2179807.250000 Penalty: 3190.118164
	Iteration 39Q: 3 clusters Score -2179807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2179810.750000 Penalty: 3190.118164
	Iteration 40F: 3 clusters Score -2179811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2179815.750000 Penalty: 3190.118164
	Iteration 41Q: 3 clusters Score -2179816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2179821.000000 Penalty: 3190.118164
	Iteration 42Q: 3 clusters Score -2179821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2179828.750000 Penalty: 3190.118164
	Iteration 43Q: 3 clusters Score -2179829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2179831.000000 Penalty: 3190.118164
	Iteration 44Q: 3 clusters Score -2179831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2179836.000000 Penalty: 3190.118164
	Iteration 45Q: 3 clusters Score -2179836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2179839.500000 Penalty: 3190.118164
	Iteration 46Q: 3 clusters Score -2179840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2179841.250000 Penalty: 3190.118164
	Iteration 47Q: 3 clusters Score -2179841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2179843.750000 Penalty: 3190.118164
	Iteration 48Q: 3 clusters Score -2179844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2179850.250000 Penalty: 3190.118164
	Iteration 49Q: 3 clusters Score -2179850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2179859.000000 Penalty: 3190.118164
	Iteration 50Q: 3 clusters Score -2179859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2179867.250000 Penalty: 3190.118164
	Iteration 51Q: 3 clusters Score -2179867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2179868.250000 Penalty: 3190.118164
	Iteration 52Q: 3 clusters Score -2179868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2179874.000000 Penalty: 3190.118164
	Iteration 53Q: 3 clusters Score -2179874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2179878.000000 Penalty: 3190.118164
	Iteration 54Q: 3 clusters Score -2179878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2179878.750000 Penalty: 3190.118164
	Iteration 55Q: 3 clusters Score -2179879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2179881.500000 Penalty: 3190.118164
	Iteration 56Q: 3 clusters Score -2179882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2179880.750000 Penalty: 3190.118164
	Iteration 57Q: 3 clusters Score -2179881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2179885.500000 Penalty: 3190.118164
	Iteration 58Q: 3 clusters Score -2179886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2179884.500000 Penalty: 3190.118164
	Iteration 59Q: 3 clusters Score -2179884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2179881.750000 Penalty: 3190.118164
	Iteration 60F: 3 clusters Score -2179882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2179881.250000 Penalty: 3190.118164
	Iteration 61Q: 3 clusters Score -2179881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2179884.750000 Penalty: 3190.118164
	Iteration 62Q: 3 clusters Score -2179885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2179886.250000 Penalty: 3190.118164
	Iteration 63Q: 3 clusters Score -2179886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2179886.750000 Penalty: 3190.118164
	Iteration 64Q: 3 clusters Score -2179887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2179889.000000 Penalty: 3190.118164
	Iteration 65Q: 3 clusters Score -2179889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2179888.500000 Penalty: 3190.118164
	Iteration 66Q: 3 clusters Score -2179888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2179885.000000 Penalty: 3190.118164
	Iteration 67Q: 3 clusters Score -2179885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2179886.750000 Penalty: 3190.118164
	Iteration 68Q: 3 clusters Score -2179887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2179888.250000 Penalty: 3190.118164
	Iteration 69Q: 3 clusters Score -2179888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2179892.250000 Penalty: 3190.118164
	Iteration 70Q: 3 clusters Score -2179892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2179889.250000 Penalty: 3190.118164
	Iteration 71Q: 3 clusters Score -2179889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2179890.500000 Penalty: 3190.118164
	Iteration 72Q: 3 clusters Score -2179890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2179893.000000 Penalty: 3190.118164
	Iteration 73Q: 3 clusters Score -2179893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2179891.750000 Penalty: 3190.118164
	Iteration 74Q: 3 clusters Score -2179892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2179895.000000 Penalty: 3190.118164
	Iteration 75Q: 3 clusters Score -2179895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2179892.000000 Penalty: 3190.118164
	Iteration 76Q: 3 clusters Score -2179892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2179894.000000 Penalty: 3190.118164
	Iteration 77Q: 3 clusters Score -2179894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2179894.000000 Penalty: 3190.118164
	Iteration 78F: 3 clusters Score -2179894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -269982.468750 Penalty: 1255.078857
	Iteration 0F: 2 clusters Score -269982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267736.000000 Penalty: 2510.157715
	Iteration 0F: 3 clusters Score -267736 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268198.156250 Penalty: 2510.157715
	Iteration 1F: 3 clusters Score -268198.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -268338.500000 Penalty: 2510.157715
	Iteration 2F: 3 clusters Score -268338.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268406.718750 Penalty: 2510.157715
	Iteration 3F: 3 clusters Score -268406.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -268450.281250 Penalty: 2510.157715
	Iteration 4Q: 3 clusters Score -268450.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268481.468750 Penalty: 2510.157715
	Iteration 5Q: 3 clusters Score -268481.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268502.718750 Penalty: 2510.157715
	Iteration 6Q: 3 clusters Score -268502.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268524.625000 Penalty: 2510.157715
	Iteration 7Q: 3 clusters Score -268524.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268543.687500 Penalty: 2510.157715
	Iteration 8Q: 3 clusters Score -268543.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -268551.500000 Penalty: 2510.157715
	Iteration 9Q: 3 clusters Score -268551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -268554.687500 Penalty: 2510.157715
	Iteration 10Q: 3 clusters Score -268554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268559.031250 Penalty: 2510.157715
	Iteration 11Q: 3 clusters Score -268559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -268563.406250 Penalty: 2510.157715
	Iteration 12Q: 3 clusters Score -268563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268566.562500 Penalty: 2510.157715
	Iteration 13Q: 3 clusters Score -268566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268570.593750 Penalty: 2510.157715
	Iteration 14Q: 3 clusters Score -268570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268573.281250 Penalty: 2510.157715
	Iteration 15Q: 3 clusters Score -268573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268575.062500 Penalty: 2510.157715
	Iteration 16Q: 3 clusters Score -268575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -268577.781250 Penalty: 2510.157715
	Iteration 17Q: 3 clusters Score -268577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268580.906250 Penalty: 2510.157715
	Iteration 18Q: 3 clusters Score -268580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268584.750000 Penalty: 2510.157715
	Iteration 19Q: 3 clusters Score -268584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268589.218750 Penalty: 2510.157715
	Iteration 20F: 3 clusters Score -268589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268595.500000 Penalty: 2510.157715
	Iteration 21Q: 3 clusters Score -268595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268598.312500 Penalty: 2510.157715
	Iteration 22Q: 3 clusters Score -268598.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -268601.812500 Penalty: 2510.157715
	Iteration 23Q: 3 clusters Score -268601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -268606.187500 Penalty: 2510.157715
	Iteration 24Q: 3 clusters Score -268606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -268607.875000 Penalty: 2510.157715
	Iteration 25Q: 3 clusters Score -268607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268609.031250 Penalty: 2510.157715
	Iteration 26Q: 3 clusters Score -268609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268611.625000 Penalty: 2510.157715
	Iteration 27Q: 3 clusters Score -268611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268611.625000 Penalty: 2510.157715
	Iteration 28Q: 3 clusters Score -268611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268611.812500 Penalty: 2510.157715
	Iteration 29Q: 3 clusters Score -268611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268612.187500 Penalty: 2510.157715
	Iteration 30Q: 3 clusters Score -268612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268612.187500 Penalty: 2510.157715
	Iteration 31F: 3 clusters Score -268612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -840290.250000 Penalty: 1433.770996
	Iteration 0F: 2 clusters Score -840290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -835153.687500 Penalty: 2867.541992
	Iteration 0F: 3 clusters Score -835153.7 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -836635.625000 Penalty: 2867.541992
	Iteration 1F: 3 clusters Score -836635.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -836834.250000 Penalty: 2867.541992
	Iteration 2F: 3 clusters Score -836834.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -836983.437500 Penalty: 2867.541992
	Iteration 3F: 3 clusters Score -836983.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -837108.875000 Penalty: 2867.541992
	Iteration 4Q: 3 clusters Score -837108.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -837206.062500 Penalty: 2867.541992
	Iteration 5Q: 3 clusters Score -837206.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -837296.312500 Penalty: 2867.541992
	Iteration 6Q: 3 clusters Score -837296.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -837377.062500 Penalty: 2867.541992
	Iteration 7Q: 3 clusters Score -837377.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -837462.625000 Penalty: 2867.541992
	Iteration 8Q: 3 clusters Score -837462.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -837560.500000 Penalty: 2867.541992
	Iteration 9Q: 3 clusters Score -837560.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -837649.625000 Penalty: 2867.541992
	Iteration 10Q: 3 clusters Score -837649.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -837731.062500 Penalty: 2867.541992
	Iteration 11Q: 3 clusters Score -837731.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -837809.000000 Penalty: 2867.541992
	Iteration 12Q: 3 clusters Score -837809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -837892.312500 Penalty: 2867.541992
	Iteration 13Q: 3 clusters Score -837892.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -837973.187500 Penalty: 2867.541992
	Iteration 14Q: 3 clusters Score -837973.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -838056.000000 Penalty: 2867.541992
	Iteration 15Q: 3 clusters Score -838056 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -838142.312500 Penalty: 2867.541992
	Iteration 16Q: 3 clusters Score -838142.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -838230.187500 Penalty: 2867.541992
	Iteration 17Q: 3 clusters Score -838230.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -838304.750000 Penalty: 2867.541992
	Iteration 18Q: 3 clusters Score -838304.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -838358.812500 Penalty: 2867.541992
	Iteration 19Q: 3 clusters Score -838358.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -838399.062500 Penalty: 2867.541992
	Iteration 20F: 3 clusters Score -838399.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -838431.000000 Penalty: 2867.541992
	Iteration 21Q: 3 clusters Score -838431 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -838459.500000 Penalty: 2867.541992
	Iteration 22Q: 3 clusters Score -838459.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -838485.625000 Penalty: 2867.541992
	Iteration 23Q: 3 clusters Score -838485.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -838502.125000 Penalty: 2867.541992
	Iteration 24Q: 3 clusters Score -838502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -838516.500000 Penalty: 2867.541992
	Iteration 25Q: 3 clusters Score -838516.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -838532.625000 Penalty: 2867.541992
	Iteration 26Q: 3 clusters Score -838532.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -838542.437500 Penalty: 2867.541992
	Iteration 27Q: 3 clusters Score -838542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -838551.375000 Penalty: 2867.541992
	Iteration 28Q: 3 clusters Score -838551.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -838562.812500 Penalty: 2867.541992
	Iteration 29Q: 3 clusters Score -838562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -838576.250000 Penalty: 2867.541992
	Iteration 30Q: 3 clusters Score -838576.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -838588.750000 Penalty: 2867.541992
	Iteration 31Q: 3 clusters Score -838588.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -838602.125000 Penalty: 2867.541992
	Iteration 32Q: 3 clusters Score -838602.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -838614.500000 Penalty: 2867.541992
	Iteration 33Q: 3 clusters Score -838614.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -838623.062500 Penalty: 2867.541992
	Iteration 34Q: 3 clusters Score -838623.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -838639.625000 Penalty: 2867.541992
	Iteration 35Q: 3 clusters Score -838639.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -838651.062500 Penalty: 2867.541992
	Iteration 36Q: 3 clusters Score -838651.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -838672.312500 Penalty: 2867.541992
	Iteration 37Q: 3 clusters Score -838672.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -838697.937500 Penalty: 2867.541992
	Iteration 38Q: 3 clusters Score -838697.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -838725.312500 Penalty: 2867.541992
	Iteration 39Q: 3 clusters Score -838725.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -838744.437500 Penalty: 2867.541992
	Iteration 40F: 3 clusters Score -838744.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -838763.562500 Penalty: 2867.541992
	Iteration 41Q: 3 clusters Score -838763.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -838781.000000 Penalty: 2867.541992
	Iteration 42Q: 3 clusters Score -838781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -838791.000000 Penalty: 2867.541992
	Iteration 43Q: 3 clusters Score -838791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -838803.312500 Penalty: 2867.541992
	Iteration 44Q: 3 clusters Score -838803.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -838814.812500 Penalty: 2867.541992
	Iteration 45Q: 3 clusters Score -838814.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -838822.312500 Penalty: 2867.541992
	Iteration 46Q: 3 clusters Score -838822.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -838831.000000 Penalty: 2867.541992
	Iteration 47Q: 3 clusters Score -838831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -838839.562500 Penalty: 2867.541992
	Iteration 48Q: 3 clusters Score -838839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -838846.687500 Penalty: 2867.541992
	Iteration 49Q: 3 clusters Score -838846.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -838853.062500 Penalty: 2867.541992
	Iteration 50Q: 3 clusters Score -838853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -838861.000000 Penalty: 2867.541992
	Iteration 51Q: 3 clusters Score -838861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -838863.312500 Penalty: 2867.541992
	Iteration 52Q: 3 clusters Score -838863.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -838863.875000 Penalty: 2867.541992
	Iteration 53Q: 3 clusters Score -838863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -838868.687500 Penalty: 2867.541992
	Iteration 54Q: 3 clusters Score -838868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -838873.250000 Penalty: 2867.541992
	Iteration 55Q: 3 clusters Score -838873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -838875.500000 Penalty: 2867.541992
	Iteration 56Q: 3 clusters Score -838875.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -838879.812500 Penalty: 2867.541992
	Iteration 57Q: 3 clusters Score -838879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -838885.687500 Penalty: 2867.541992
	Iteration 58Q: 3 clusters Score -838885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -838890.062500 Penalty: 2867.541992
	Iteration 59Q: 3 clusters Score -838890.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -838895.750000 Penalty: 2867.541992
	Iteration 60F: 3 clusters Score -838895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -838899.875000 Penalty: 2867.541992
	Iteration 61Q: 3 clusters Score -838899.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -838906.562500 Penalty: 2867.541992
	Iteration 62Q: 3 clusters Score -838906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -838909.625000 Penalty: 2867.541992
	Iteration 63Q: 3 clusters Score -838909.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -838914.187500 Penalty: 2867.541992
	Iteration 64Q: 3 clusters Score -838914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -838914.875000 Penalty: 2867.541992
	Iteration 65Q: 3 clusters Score -838914.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -838918.937500 Penalty: 2867.541992
	Iteration 66Q: 3 clusters Score -838918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -838922.375000 Penalty: 2867.541992
	Iteration 67Q: 3 clusters Score -838922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -838921.937500 Penalty: 2867.541992
	Iteration 68Q: 3 clusters Score -838921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -838923.250000 Penalty: 2867.541992
	Iteration 69Q: 3 clusters Score -838923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -838924.875000 Penalty: 2867.541992
	Iteration 70Q: 3 clusters Score -838924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -838926.062500 Penalty: 2867.541992
	Iteration 71Q: 3 clusters Score -838926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -838926.437500 Penalty: 2867.541992
	Iteration 72Q: 3 clusters Score -838926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -838927.875000 Penalty: 2867.541992
	Iteration 73Q: 3 clusters Score -838927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -838927.000000 Penalty: 2867.541992
	Iteration 74Q: 3 clusters Score -838927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -838929.125000 Penalty: 2867.541992
	Iteration 75Q: 3 clusters Score -838929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -838931.062500 Penalty: 2867.541992
	Iteration 76Q: 3 clusters Score -838931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -838933.687500 Penalty: 2867.541992
	Iteration 77Q: 3 clusters Score -838933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -838933.875000 Penalty: 2867.541992
	Iteration 78Q: 3 clusters Score -838933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -838934.187500 Penalty: 2867.541992
	Iteration 79Q: 3 clusters Score -838934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -838933.437500 Penalty: 2867.541992
	Iteration 80F: 3 clusters Score -838933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -838934.375000 Penalty: 2867.541992
	Iteration 81Q: 3 clusters Score -838934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -838934.375000 Penalty: 2867.541992
	Iteration 82Q: 3 clusters Score -838934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -838936.500000 Penalty: 2867.541992
	Iteration 83Q: 3 clusters Score -838936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -838936.187500 Penalty: 2867.541992
	Iteration 84Q: 3 clusters Score -838936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -838937.437500 Penalty: 2867.541992
	Iteration 85Q: 3 clusters Score -838937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -838937.437500 Penalty: 2867.541992
	Iteration 86F: 3 clusters Score -838937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Entering Unmasked Estep 
Score: -16888410.000000 Penalty: 1924.679932
	Iteration 0F: 2 clusters Score -1.688841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -16799634.000000 Penalty: 3849.359863
	Iteration 0F: 3 clusters Score -1.679963e+07 nChanged 67264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -16838860.000000 Penalty: 3849.359863
	Iteration 1F: 3 clusters Score -1.683886e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -16840028.000000 Penalty: 3849.359863
	Iteration 2Q: 3 clusters Score -1.684003e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -16841420.000000 Penalty: 3849.359863
	Iteration 3Q: 3 clusters Score -1.684142e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -16843332.000000 Penalty: 3849.359863
	Iteration 4Q: 3 clusters Score -1.684333e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -16845740.000000 Penalty: 3849.359863
	Iteration 5Q: 3 clusters Score -1.684574e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -16849114.000000 Penalty: 3849.359863
	Iteration 6Q: 3 clusters Score -1.684911e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -16853642.000000 Penalty: 3849.359863
	Iteration 7F: 3 clusters Score -1.685364e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -16859500.000000 Penalty: 3849.359863
	Iteration 8F: 3 clusters Score -1.68595e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -16866060.000000 Penalty: 3849.359863
	Iteration 9F: 3 clusters Score -1.686606e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -16872118.000000 Penalty: 3849.359863
	Iteration 10F: 3 clusters Score -1.687212e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -16876336.000000 Penalty: 3849.359863
	Iteration 11Q: 3 clusters Score -1.687634e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -16878906.000000 Penalty: 3849.359863
	Iteration 12Q: 3 clusters Score -1.687891e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -16880752.000000 Penalty: 3849.359863
	Iteration 13Q: 3 clusters Score -1.688075e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -16881956.000000 Penalty: 3849.359863
	Iteration 14Q: 3 clusters Score -1.688196e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -16883012.000000 Penalty: 3849.359863
	Iteration 15Q: 3 clusters Score -1.688301e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -16883834.000000 Penalty: 3849.359863
	Iteration 16Q: 3 clusters Score -1.688383e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -16884444.000000 Penalty: 3849.359863
	Iteration 17Q: 3 clusters Score -1.688444e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -16884982.000000 Penalty: 3849.359863
	Iteration 18Q: 3 clusters Score -1.688498e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -16885484.000000 Penalty: 3849.359863
	Iteration 19Q: 3 clusters Score -1.688548e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -16885838.000000 Penalty: 3849.359863
	Iteration 20F: 3 clusters Score -1.688584e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -16886094.000000 Penalty: 3849.359863
	Iteration 21Q: 3 clusters Score -1.688609e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -16886322.000000 Penalty: 3849.359863
	Iteration 22Q: 3 clusters Score -1.688632e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -16886460.000000 Penalty: 3849.359863
	Iteration 23Q: 3 clusters Score -1.688646e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136340 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16886580.000000 Penalty: 3849.359863
	Iteration 24Q: 3 clusters Score -1.688658e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16886680.000000 Penalty: 3849.359863
	Iteration 25Q: 3 clusters Score -1.688668e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -16886744.000000 Penalty: 3849.359863
	Iteration 26Q: 3 clusters Score -1.688674e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -16886792.000000 Penalty: 3849.359863
	Iteration 27Q: 3 clusters Score -1.688679e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137032 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16886856.000000 Penalty: 3849.359863
	Iteration 28Q: 3 clusters Score -1.688686e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16886876.000000 Penalty: 3849.359863
	Iteration 29Q: 3 clusters Score -1.688688e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -16886898.000000 Penalty: 3849.359863
	Iteration 30Q: 3 clusters Score -1.68869e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137282 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16886912.000000 Penalty: 3849.359863
	Iteration 31Q: 3 clusters Score -1.688691e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -16886950.000000 Penalty: 3849.359863
	Iteration 32Q: 3 clusters Score -1.688695e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16886974.000000 Penalty: 3849.359863
	Iteration 33Q: 3 clusters Score -1.688697e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137468 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16886978.000000 Penalty: 3849.359863
	Iteration 34Q: 3 clusters Score -1.688698e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137516 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -16887006.000000 Penalty: 3849.359863
	Iteration 35Q: 3 clusters Score -1.688701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137544 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16887026.000000 Penalty: 3849.359863
	Iteration 36Q: 3 clusters Score -1.688703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137576 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -16887044.000000 Penalty: 3849.359863
	Iteration 37Q: 3 clusters Score -1.688704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16887038.000000 Penalty: 3849.359863
	Iteration 38Q: 3 clusters Score -1.688704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16887054.000000 Penalty: 3849.359863
	Iteration 39Q: 3 clusters Score -1.688705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16887074.000000 Penalty: 3849.359863
	Iteration 40F: 3 clusters Score -1.688707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137670 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -16887064.000000 Penalty: 3849.359863
	Iteration 41Q: 3 clusters Score -1.688706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137689 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16887068.000000 Penalty: 3849.359863
	Iteration 42Q: 3 clusters Score -1.688707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137700 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16887074.000000 Penalty: 3849.359863
	Iteration 43Q: 3 clusters Score -1.688707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16887064.000000 Penalty: 3849.359863
	Iteration 44Q: 3 clusters Score -1.688706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137723 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16887086.000000 Penalty: 3849.359863
	Iteration 45Q: 3 clusters Score -1.688709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -16887090.000000 Penalty: 3849.359863
	Iteration 46Q: 3 clusters Score -1.688709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137750 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16887098.000000 Penalty: 3849.359863
	Iteration 47Q: 3 clusters Score -1.68871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16887110.000000 Penalty: 3849.359863
	Iteration 48Q: 3 clusters Score -1.688711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16887100.000000 Penalty: 3849.359863
	Iteration 49Q: 3 clusters Score -1.68871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16887102.000000 Penalty: 3849.359863
	Iteration 50Q: 3 clusters Score -1.68871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16887106.000000 Penalty: 3849.359863
	Iteration 51Q: 3 clusters Score -1.688711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16887106.000000 Penalty: 3849.359863
	Iteration 52Q: 3 clusters Score -1.688711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137804 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16887120.000000 Penalty: 3849.359863
	Iteration 53Q: 3 clusters Score -1.688712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -16887118.000000 Penalty: 3849.359863
	Iteration 54Q: 3 clusters Score -1.688712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16887106.000000 Penalty: 3849.359863
	Iteration 55Q: 3 clusters Score -1.688711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16887110.000000 Penalty: 3849.359863
	Iteration 56Q: 3 clusters Score -1.688711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16887122.000000 Penalty: 3849.359863
	Iteration 57Q: 3 clusters Score -1.688712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16887124.000000 Penalty: 3849.359863
	Iteration 58Q: 3 clusters Score -1.688712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16887134.000000 Penalty: 3849.359863
	Iteration 59Q: 3 clusters Score -1.688713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137829 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16887128.000000 Penalty: 3849.359863
	Iteration 60F: 3 clusters Score -1.688713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16887132.000000 Penalty: 3849.359863
	Iteration 61Q: 3 clusters Score -1.688713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16887136.000000 Penalty: 3849.359863
	Iteration 62Q: 3 clusters Score -1.688714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16887150.000000 Penalty: 3849.359863
	Iteration 63Q: 3 clusters Score -1.688715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137835 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16887128.000000 Penalty: 3849.359863
	Iteration 64Q: 3 clusters Score -1.688713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137838 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16887130.000000 Penalty: 3849.359863
	Iteration 65Q: 3 clusters Score -1.688713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16887124.000000 Penalty: 3849.359863
	Iteration 66Q: 3 clusters Score -1.688712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16887142.000000 Penalty: 3849.359863
	Iteration 67Q: 3 clusters Score -1.688714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16887148.000000 Penalty: 3849.359863
	Iteration 68Q: 3 clusters Score -1.688715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16887128.000000 Penalty: 3849.359863
	Iteration 69Q: 3 clusters Score -1.688713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137854 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16887140.000000 Penalty: 3849.359863
	Iteration 70Q: 3 clusters Score -1.688714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137851 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16887132.000000 Penalty: 3849.359863
	Iteration 71Q: 3 clusters Score -1.688713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137852 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16887134.000000 Penalty: 3849.359863
	Iteration 72Q: 3 clusters Score -1.688713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16887140.000000 Penalty: 3849.359863
	Iteration 73Q: 3 clusters Score -1.688714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16887148.000000 Penalty: 3849.359863
	Iteration 74Q: 3 clusters Score -1.688715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137854 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16887158.000000 Penalty: 3849.359863
	Iteration 75Q: 3 clusters Score -1.688716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16887146.000000 Penalty: 3849.359863
	Iteration 76Q: 3 clusters Score -1.688715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16887152.000000 Penalty: 3849.359863
	Iteration 77Q: 3 clusters Score -1.688715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16887154.000000 Penalty: 3849.359863
	Iteration 78Q: 3 clusters Score -1.688715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137857 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16887152.000000 Penalty: 3849.359863
	Iteration 79Q: 3 clusters Score -1.688715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137857 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16887152.000000 Penalty: 3849.359863
	Iteration 80F: 3 clusters Score -1.688715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -141184.500000 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -141184.5 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 613 members 
Entering Unmasked Estep 
Score: -139610.531250 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -139610.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -139942.578125 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -139942.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140015.640625 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -140015.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140047.781250 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -140047.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140072.375000 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -140072.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140089.609375 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -140089.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140099.234375 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -140099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140102.375000 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -140102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140108.859375 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -140108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140111.625000 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -140111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140115.953125 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -140116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140123.109375 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -140123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140133.375000 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -140133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140142.031250 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -140142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140147.578125 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -140147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140151.453125 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -140151.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140156.546875 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -140156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140160.171875 Penalty: 2310.710938
	Iteration 17Q: 3 clusters Score -140160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140165.796875 Penalty: 2310.710938
	Iteration 18Q: 3 clusters Score -140165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140173.609375 Penalty: 2310.710938
	Iteration 19Q: 3 clusters Score -140173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140185.406250 Penalty: 2310.710938
	Iteration 20F: 3 clusters Score -140185.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140191.218750 Penalty: 2310.710938
	Iteration 21Q: 3 clusters Score -140191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140195.968750 Penalty: 2310.710938
	Iteration 22Q: 3 clusters Score -140196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140198.156250 Penalty: 2310.710938
	Iteration 23Q: 3 clusters Score -140198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140200.296875 Penalty: 2310.710938
	Iteration 24Q: 3 clusters Score -140200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140201.031250 Penalty: 2310.710938
	Iteration 25Q: 3 clusters Score -140201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140201.031250 Penalty: 2310.710938
	Iteration 26F: 3 clusters Score -140201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 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 147 members 
Entering Unmasked Estep 
Score: -42223.199219 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42223.2 nChanged 52
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: -42329.503906 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42329.5 nChanged 8
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: -42349.765625 Penalty: 1856.963135
	Iteration 2Q: 3 clusters Score -42349.77 nChanged 3
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: -42362.550781 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42362.55 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: -42365.894531 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42365.89 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: -42365.894531 Penalty: 1856.963135
	Iteration 5F: 3 clusters Score -42365.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Entering Unmasked Estep 
Score: -1698207.375000 Penalty: 1545.158203
	Iteration 0F: 2 clusters Score -1698207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1687977.500000 Penalty: 3090.316406
	Iteration 0F: 3 clusters Score -1687978 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1691180.500000 Penalty: 3090.316406
	Iteration 1F: 3 clusters Score -1691180 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1691436.750000 Penalty: 3090.316406
	Iteration 2F: 3 clusters Score -1691437 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1691697.625000 Penalty: 3090.316406
	Iteration 3Q: 3 clusters Score -1691698 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1691953.125000 Penalty: 3090.316406
	Iteration 4Q: 3 clusters Score -1691953 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1692240.125000 Penalty: 3090.316406
	Iteration 5Q: 3 clusters Score -1692240 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1692574.125000 Penalty: 3090.316406
	Iteration 6Q: 3 clusters Score -1692574 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1692908.875000 Penalty: 3090.316406
	Iteration 7Q: 3 clusters Score -1692909 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1693326.875000 Penalty: 3090.316406
	Iteration 8Q: 3 clusters Score -1693327 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1693771.125000 Penalty: 3090.316406
	Iteration 9Q: 3 clusters Score -1693771 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1694269.250000 Penalty: 3090.316406
	Iteration 10Q: 3 clusters Score -1694269 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1694713.000000 Penalty: 3090.316406
	Iteration 11Q: 3 clusters Score -1694713 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1695080.000000 Penalty: 3090.316406
	Iteration 12Q: 3 clusters Score -1695080 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1695395.125000 Penalty: 3090.316406
	Iteration 13Q: 3 clusters Score -1695395 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1695594.250000 Penalty: 3090.316406
	Iteration 14Q: 3 clusters Score -1695594 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1695738.625000 Penalty: 3090.316406
	Iteration 15Q: 3 clusters Score -1695739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1695865.375000 Penalty: 3090.316406
	Iteration 16Q: 3 clusters Score -1695865 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1695970.375000 Penalty: 3090.316406
	Iteration 17Q: 3 clusters Score -1695970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1696078.000000 Penalty: 3090.316406
	Iteration 18Q: 3 clusters Score -1696078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1696167.625000 Penalty: 3090.316406
	Iteration 19Q: 3 clusters Score -1696168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1696249.125000 Penalty: 3090.316406
	Iteration 20F: 3 clusters Score -1696249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1696328.375000 Penalty: 3090.316406
	Iteration 21Q: 3 clusters Score -1696328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1696391.125000 Penalty: 3090.316406
	Iteration 22Q: 3 clusters Score -1696391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1696462.750000 Penalty: 3090.316406
	Iteration 23Q: 3 clusters Score -1696463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1696527.000000 Penalty: 3090.316406
	Iteration 24Q: 3 clusters Score -1696527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1696573.500000 Penalty: 3090.316406
	Iteration 25Q: 3 clusters Score -1696574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1696629.000000 Penalty: 3090.316406
	Iteration 26Q: 3 clusters Score -1696629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1696663.500000 Penalty: 3090.316406
	Iteration 27Q: 3 clusters Score -1696664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1696691.000000 Penalty: 3090.316406
	Iteration 28Q: 3 clusters Score -1696691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1696718.625000 Penalty: 3090.316406
	Iteration 29Q: 3 clusters Score -1696719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1696739.875000 Penalty: 3090.316406
	Iteration 30Q: 3 clusters Score -1696740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1696763.000000 Penalty: 3090.316406
	Iteration 31Q: 3 clusters Score -1696763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1696774.750000 Penalty: 3090.316406
	Iteration 32Q: 3 clusters Score -1696775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1696785.625000 Penalty: 3090.316406
	Iteration 33Q: 3 clusters Score -1696786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1696795.500000 Penalty: 3090.316406
	Iteration 34Q: 3 clusters Score -1696796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1696797.750000 Penalty: 3090.316406
	Iteration 35Q: 3 clusters Score -1696798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1696801.875000 Penalty: 3090.316406
	Iteration 36Q: 3 clusters Score -1696802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1696801.250000 Penalty: 3090.316406
	Iteration 37Q: 3 clusters Score -1696801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1696802.750000 Penalty: 3090.316406
	Iteration 38Q: 3 clusters Score -1696803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1696806.000000 Penalty: 3090.316406
	Iteration 39Q: 3 clusters Score -1696806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1696807.125000 Penalty: 3090.316406
	Iteration 40F: 3 clusters Score -1696807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -82323.859375 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -82323.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81044.546875 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -81044.55 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81246.437500 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -81246.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81314.585938 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -81314.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81367.226562 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -81367.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81387.726562 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -81387.73 nChanged 8
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: -81397.375000 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -81397.38 nChanged 9
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: -81407.671875 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -81407.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81410.148438 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -81410.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81410.625000 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -81410.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81411.210938 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -81411.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81411.210938 Penalty: 2153.683105
	Iteration 10F: 3 clusters Score -81411.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13749.419922 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13749.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13755.332031 Penalty: 1476.570801
	Iteration 1Q: 3 clusters Score -13755.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13755.332031 Penalty: 1476.570801
	Iteration 2F: 3 clusters Score -13755.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1572268.625000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1572269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1563277.375000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1563277 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1566315.625000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1566316 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1566633.625000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1566634 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1566941.500000 Penalty: 3073.158203
	Iteration 3F: 3 clusters Score -1566942 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1567301.000000 Penalty: 3073.158203
	Iteration 4F: 3 clusters Score -1567301 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1567723.000000 Penalty: 3073.158203
	Iteration 5F: 3 clusters Score -1567723 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1568283.500000 Penalty: 3073.158203
	Iteration 6F: 3 clusters Score -1568284 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1568892.875000 Penalty: 3073.158203
	Iteration 7F: 3 clusters Score -1568893 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1569475.250000 Penalty: 3073.158203
	Iteration 8F: 3 clusters Score -1569475 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1569903.750000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1569904 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1570187.375000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1570187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1570381.125000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1570381 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1570524.875000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1570525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1570598.500000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1570598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1570661.750000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1570662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1570706.875000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1570707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1570749.750000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1570750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1570787.875000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1570788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1570818.750000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1570819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1570844.750000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1570845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1570875.125000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1570875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1570894.750000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1570895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1570906.000000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1570906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1570917.500000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1570918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1570925.625000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1570926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1570933.500000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1570934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1570933.250000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1570933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1570941.000000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1570941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1570944.000000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1570944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1570943.875000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1570944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1570946.375000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1570946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1570949.750000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1570950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1570951.375000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1570951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1570950.375000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1570950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1570954.500000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1570954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1570954.000000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1570954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1570955.625000 Penalty: 3073.158203
	Iteration 36Q: 3 clusters Score -1570956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1570955.750000 Penalty: 3073.158203
	Iteration 37Q: 3 clusters Score -1570956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1570957.750000 Penalty: 3073.158203
	Iteration 38Q: 3 clusters Score -1570958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1570960.375000 Penalty: 3073.158203
	Iteration 39Q: 3 clusters Score -1570960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1570959.875000 Penalty: 3073.158203
	Iteration 40F: 3 clusters Score -1570960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1570963.250000 Penalty: 3073.158203
	Iteration 41Q: 3 clusters Score -1570963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1570966.000000 Penalty: 3073.158203
	Iteration 42Q: 3 clusters Score -1570966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1570967.750000 Penalty: 3073.158203
	Iteration 43Q: 3 clusters Score -1570968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1570967.500000 Penalty: 3073.158203
	Iteration 44Q: 3 clusters Score -1570968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1570969.375000 Penalty: 3073.158203
	Iteration 45Q: 3 clusters Score -1570969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1570967.375000 Penalty: 3073.158203
	Iteration 46Q: 3 clusters Score -1570967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1570972.750000 Penalty: 3073.158203
	Iteration 47Q: 3 clusters Score -1570973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1570984.250000 Penalty: 3073.158203
	Iteration 48Q: 3 clusters Score -1570984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1570993.875000 Penalty: 3073.158203
	Iteration 49Q: 3 clusters Score -1570994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1570996.750000 Penalty: 3073.158203
	Iteration 50Q: 3 clusters Score -1570997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1570999.625000 Penalty: 3073.158203
	Iteration 51Q: 3 clusters Score -1571000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1570997.875000 Penalty: 3073.158203
	Iteration 52Q: 3 clusters Score -1570998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1571001.250000 Penalty: 3073.158203
	Iteration 53Q: 3 clusters Score -1571001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1571001.250000 Penalty: 3073.158203
	Iteration 54F: 3 clusters Score -1571001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -348239.093750 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -348239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -345461.718750 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -345461.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -346145.312500 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -346145.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346243.843750 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -346243.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -346320.968750 Penalty: 2605.839111
	Iteration 3Q: 3 clusters Score -346321 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -346378.500000 Penalty: 2605.839111
	Iteration 4Q: 3 clusters Score -346378.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -346426.875000 Penalty: 2605.839111
	Iteration 5Q: 3 clusters Score -346426.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -346476.000000 Penalty: 2605.839111
	Iteration 6Q: 3 clusters Score -346476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346514.562500 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -346514.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -346548.468750 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -346548.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346587.593750 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -346587.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -346624.125000 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -346624.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -346651.750000 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -346651.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -346685.437500 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -346685.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346726.718750 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -346726.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -346765.937500 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -346765.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -346809.781250 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -346809.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -346847.281250 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -346847.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -346879.437500 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -346879.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -346907.718750 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -346907.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -346941.593750 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -346941.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -346972.281250 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -346972.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -347006.375000 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -347006.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -347043.843750 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -347043.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -347077.343750 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -347077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -347092.593750 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -347092.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -347105.375000 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -347105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -347115.312500 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -347115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -347120.625000 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -347120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -347127.281250 Penalty: 2605.839111
	Iteration 28Q: 3 clusters Score -347127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -347131.718750 Penalty: 2605.839111
	Iteration 29Q: 3 clusters Score -347131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -347137.343750 Penalty: 2605.839111
	Iteration 30Q: 3 clusters Score -347137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -347142.250000 Penalty: 2605.839111
	Iteration 31Q: 3 clusters Score -347142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -347146.156250 Penalty: 2605.839111
	Iteration 32Q: 3 clusters Score -347146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -347148.812500 Penalty: 2605.839111
	Iteration 33Q: 3 clusters Score -347148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -347150.593750 Penalty: 2605.839111
	Iteration 34Q: 3 clusters Score -347150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -347154.062500 Penalty: 2605.839111
	Iteration 35Q: 3 clusters Score -347154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -347155.281250 Penalty: 2605.839111
	Iteration 36Q: 3 clusters Score -347155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -347155.281250 Penalty: 2605.839111
	Iteration 37F: 3 clusters Score -347155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -229718.031250 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -229718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -227659.531250 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -227659.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -228076.343750 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -228076.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -228178.687500 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -228178.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -228248.640625 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -228248.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -228299.640625 Penalty: 2456.687500
	Iteration 4Q: 3 clusters Score -228299.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -228338.359375 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -228338.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -228370.015625 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -228370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228400.734375 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -228400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -228426.140625 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -228426.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -228442.109375 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -228442.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -228471.343750 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -228471.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -228501.640625 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -228501.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -228522.500000 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -228522.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -228541.453125 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -228541.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -228561.125000 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -228561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -228576.937500 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -228576.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228590.828125 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -228590.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228600.078125 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -228600.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228605.203125 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -228605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -228610.265625 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -228610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228614.562500 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -228614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -228616.421875 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -228616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -228618.781250 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -228618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228622.546875 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -228622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -228623.640625 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -228623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228624.515625 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -228624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228624.546875 Penalty: 2456.687500
	Iteration 26Q: 3 clusters Score -228624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228624.546875 Penalty: 2456.687500
	Iteration 27F: 3 clusters Score -228624.5 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: -42863.195312 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -42863.2 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: -41896.527344 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -41896.53 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42035.824219 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -42035.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42088.746094 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -42088.75 nChanged 18
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: -42123.980469 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -42123.98 nChanged 5
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: -42137.558594 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -42137.56 nChanged 6
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: -42172.796875 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -42172.8 nChanged 7
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: -42184.386719 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -42184.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42198.214844 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -42198.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42201.558594 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -42201.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42209.792969 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -42209.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42210.917969 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -42210.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42210.917969 Penalty: 1961.531494
	Iteration 11F: 3 clusters Score -42210.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -858558.562500 Penalty: 1438.534790
	Iteration 0F: 2 clusters Score -858558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -853303.062500 Penalty: 2877.069580
	Iteration 0F: 3 clusters Score -853303.1 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -854906.125000 Penalty: 2877.069580
	Iteration 1F: 3 clusters Score -854906.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -855110.937500 Penalty: 2877.069580
	Iteration 2F: 3 clusters Score -855110.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -855256.187500 Penalty: 2877.069580
	Iteration 3Q: 3 clusters Score -855256.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -855351.812500 Penalty: 2877.069580
	Iteration 4Q: 3 clusters Score -855351.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -855428.187500 Penalty: 2877.069580
	Iteration 5Q: 3 clusters Score -855428.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -855507.500000 Penalty: 2877.069580
	Iteration 6Q: 3 clusters Score -855507.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -855588.875000 Penalty: 2877.069580
	Iteration 7Q: 3 clusters Score -855588.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -855683.250000 Penalty: 2877.069580
	Iteration 8Q: 3 clusters Score -855683.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -855805.875000 Penalty: 2877.069580
	Iteration 9Q: 3 clusters Score -855805.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -855982.187500 Penalty: 2877.069580
	Iteration 10Q: 3 clusters Score -855982.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -856215.562500 Penalty: 2877.069580
	Iteration 11Q: 3 clusters Score -856215.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -856407.937500 Penalty: 2877.069580
	Iteration 12Q: 3 clusters Score -856407.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -856565.250000 Penalty: 2877.069580
	Iteration 13Q: 3 clusters Score -856565.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -856663.187500 Penalty: 2877.069580
	Iteration 14Q: 3 clusters Score -856663.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -856729.500000 Penalty: 2877.069580
	Iteration 15Q: 3 clusters Score -856729.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -856792.687500 Penalty: 2877.069580
	Iteration 16Q: 3 clusters Score -856792.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -856868.125000 Penalty: 2877.069580
	Iteration 17Q: 3 clusters Score -856868.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -856921.312500 Penalty: 2877.069580
	Iteration 18Q: 3 clusters Score -856921.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -856960.875000 Penalty: 2877.069580
	Iteration 19Q: 3 clusters Score -856960.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -856988.312500 Penalty: 2877.069580
	Iteration 20F: 3 clusters Score -856988.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -857017.875000 Penalty: 2877.069580
	Iteration 21Q: 3 clusters Score -857017.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -857046.000000 Penalty: 2877.069580
	Iteration 22Q: 3 clusters Score -857046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -857076.187500 Penalty: 2877.069580
	Iteration 23Q: 3 clusters Score -857076.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -857104.875000 Penalty: 2877.069580
	Iteration 24Q: 3 clusters Score -857104.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -857131.375000 Penalty: 2877.069580
	Iteration 25Q: 3 clusters Score -857131.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -857157.750000 Penalty: 2877.069580
	Iteration 26Q: 3 clusters Score -857157.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -857179.000000 Penalty: 2877.069580
	Iteration 27Q: 3 clusters Score -857179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -857201.687500 Penalty: 2877.069580
	Iteration 28Q: 3 clusters Score -857201.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -857215.812500 Penalty: 2877.069580
	Iteration 29Q: 3 clusters Score -857215.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -857232.250000 Penalty: 2877.069580
	Iteration 30Q: 3 clusters Score -857232.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -857241.437500 Penalty: 2877.069580
	Iteration 31Q: 3 clusters Score -857241.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -857249.375000 Penalty: 2877.069580
	Iteration 32Q: 3 clusters Score -857249.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -857255.437500 Penalty: 2877.069580
	Iteration 33Q: 3 clusters Score -857255.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -857263.812500 Penalty: 2877.069580
	Iteration 34Q: 3 clusters Score -857263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -857271.000000 Penalty: 2877.069580
	Iteration 35Q: 3 clusters Score -857271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -857280.437500 Penalty: 2877.069580
	Iteration 36Q: 3 clusters Score -857280.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -857290.500000 Penalty: 2877.069580
	Iteration 37Q: 3 clusters Score -857290.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -857298.312500 Penalty: 2877.069580
	Iteration 38Q: 3 clusters Score -857298.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -857308.437500 Penalty: 2877.069580
	Iteration 39Q: 3 clusters Score -857308.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -857317.687500 Penalty: 2877.069580
	Iteration 40F: 3 clusters Score -857317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -857322.875000 Penalty: 2877.069580
	Iteration 41Q: 3 clusters Score -857322.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -857327.687500 Penalty: 2877.069580
	Iteration 42Q: 3 clusters Score -857327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -857330.687500 Penalty: 2877.069580
	Iteration 43Q: 3 clusters Score -857330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -857332.125000 Penalty: 2877.069580
	Iteration 44Q: 3 clusters Score -857332.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -857337.437500 Penalty: 2877.069580
	Iteration 45Q: 3 clusters Score -857337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -857339.625000 Penalty: 2877.069580
	Iteration 46Q: 3 clusters Score -857339.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -857341.687500 Penalty: 2877.069580
	Iteration 47Q: 3 clusters Score -857341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -857343.375000 Penalty: 2877.069580
	Iteration 48Q: 3 clusters Score -857343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -857345.812500 Penalty: 2877.069580
	Iteration 49Q: 3 clusters Score -857345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -857348.250000 Penalty: 2877.069580
	Iteration 50Q: 3 clusters Score -857348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -857352.937500 Penalty: 2877.069580
	Iteration 51Q: 3 clusters Score -857352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -857354.312500 Penalty: 2877.069580
	Iteration 52Q: 3 clusters Score -857354.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -857358.250000 Penalty: 2877.069580
	Iteration 53Q: 3 clusters Score -857358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -857358.687500 Penalty: 2877.069580
	Iteration 54Q: 3 clusters Score -857358.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -857364.187500 Penalty: 2877.069580
	Iteration 55Q: 3 clusters Score -857364.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -857364.125000 Penalty: 2877.069580
	Iteration 56Q: 3 clusters Score -857364.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -857371.312500 Penalty: 2877.069580
	Iteration 57Q: 3 clusters Score -857371.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -857377.625000 Penalty: 2877.069580
	Iteration 58Q: 3 clusters Score -857377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -857377.250000 Penalty: 2877.069580
	Iteration 59Q: 3 clusters Score -857377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -857381.687500 Penalty: 2877.069580
	Iteration 60F: 3 clusters Score -857381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -857384.125000 Penalty: 2877.069580
	Iteration 61Q: 3 clusters Score -857384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -857384.500000 Penalty: 2877.069580
	Iteration 62Q: 3 clusters Score -857384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -857387.875000 Penalty: 2877.069580
	Iteration 63Q: 3 clusters Score -857387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -857390.812500 Penalty: 2877.069580
	Iteration 64Q: 3 clusters Score -857390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -857392.062500 Penalty: 2877.069580
	Iteration 65Q: 3 clusters Score -857392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -857394.000000 Penalty: 2877.069580
	Iteration 66Q: 3 clusters Score -857394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -857396.125000 Penalty: 2877.069580
	Iteration 67Q: 3 clusters Score -857396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -857398.750000 Penalty: 2877.069580
	Iteration 68Q: 3 clusters Score -857398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -857398.437500 Penalty: 2877.069580
	Iteration 69Q: 3 clusters Score -857398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -857398.437500 Penalty: 2877.069580
	Iteration 70F: 3 clusters Score -857398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Entering Unmasked Estep 
Score: -2830586.750000 Penalty: 1633.385986
	Iteration 0F: 2 clusters Score -2830587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2815014.250000 Penalty: 3266.771973
	Iteration 0F: 3 clusters Score -2815014 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2820793.750000 Penalty: 3266.771973
	Iteration 1F: 3 clusters Score -2820794 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2821150.250000 Penalty: 3266.771973
	Iteration 2Q: 3 clusters Score -2821150 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2821443.500000 Penalty: 3266.771973
	Iteration 3Q: 3 clusters Score -2821444 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2821716.750000 Penalty: 3266.771973
	Iteration 4Q: 3 clusters Score -2821717 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2821972.750000 Penalty: 3266.771973
	Iteration 5Q: 3 clusters Score -2821973 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2822212.250000 Penalty: 3266.771973
	Iteration 6Q: 3 clusters Score -2822212 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2822507.750000 Penalty: 3266.771973
	Iteration 7Q: 3 clusters Score -2822508 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2822833.500000 Penalty: 3266.771973
	Iteration 8Q: 3 clusters Score -2822834 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2823259.250000 Penalty: 3266.771973
	Iteration 9Q: 3 clusters Score -2823259 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2823878.000000 Penalty: 3266.771973
	Iteration 10Q: 3 clusters Score -2823878 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2824770.000000 Penalty: 3266.771973
	Iteration 11F: 3 clusters Score -2824770 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2825916.750000 Penalty: 3266.771973
	Iteration 12F: 3 clusters Score -2825917 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2827081.500000 Penalty: 3266.771973
	Iteration 13F: 3 clusters Score -2827082 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2827883.250000 Penalty: 3266.771973
	Iteration 14Q: 3 clusters Score -2827883 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2828320.500000 Penalty: 3266.771973
	Iteration 15Q: 3 clusters Score -2828320 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2828553.500000 Penalty: 3266.771973
	Iteration 16Q: 3 clusters Score -2828554 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2828699.500000 Penalty: 3266.771973
	Iteration 17Q: 3 clusters Score -2828700 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2828798.500000 Penalty: 3266.771973
	Iteration 18Q: 3 clusters Score -2828798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2828871.000000 Penalty: 3266.771973
	Iteration 19Q: 3 clusters Score -2828871 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2828911.750000 Penalty: 3266.771973
	Iteration 20F: 3 clusters Score -2828912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2828931.250000 Penalty: 3266.771973
	Iteration 21Q: 3 clusters Score -2828931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2828957.750000 Penalty: 3266.771973
	Iteration 22Q: 3 clusters Score -2828958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2828967.000000 Penalty: 3266.771973
	Iteration 23Q: 3 clusters Score -2828967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2828970.000000 Penalty: 3266.771973
	Iteration 24Q: 3 clusters Score -2828970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2828968.000000 Penalty: 3266.771973
	Iteration 25Q: 3 clusters Score -2828968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2828973.250000 Penalty: 3266.771973
	Iteration 26Q: 3 clusters Score -2828973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2828967.750000 Penalty: 3266.771973
	Iteration 27Q: 3 clusters Score -2828968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2828962.250000 Penalty: 3266.771973
	Iteration 28Q: 3 clusters Score -2828962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2828962.750000 Penalty: 3266.771973
	Iteration 29Q: 3 clusters Score -2828963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2828967.000000 Penalty: 3266.771973
	Iteration 30Q: 3 clusters Score -2828967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2828962.500000 Penalty: 3266.771973
	Iteration 31Q: 3 clusters Score -2828962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2828959.250000 Penalty: 3266.771973
	Iteration 32Q: 3 clusters Score -2828959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2828960.000000 Penalty: 3266.771973
	Iteration 33Q: 3 clusters Score -2828960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2828964.500000 Penalty: 3266.771973
	Iteration 34Q: 3 clusters Score -2828964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2828968.750000 Penalty: 3266.771973
	Iteration 35Q: 3 clusters Score -2828969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2828965.750000 Penalty: 3266.771973
	Iteration 36Q: 3 clusters Score -2828966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2828968.500000 Penalty: 3266.771973
	Iteration 37Q: 3 clusters Score -2828968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2828972.500000 Penalty: 3266.771973
	Iteration 38Q: 3 clusters Score -2828972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2828970.000000 Penalty: 3266.771973
	Iteration 39Q: 3 clusters Score -2828970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2828972.750000 Penalty: 3266.771973
	Iteration 40F: 3 clusters Score -2828973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2828971.750000 Penalty: 3266.771973
	Iteration 41Q: 3 clusters Score -2828972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2828974.000000 Penalty: 3266.771973
	Iteration 42Q: 3 clusters Score -2828974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2828969.500000 Penalty: 3266.771973
	Iteration 43Q: 3 clusters Score -2828970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2828971.500000 Penalty: 3266.771973
	Iteration 44Q: 3 clusters Score -2828972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2828973.250000 Penalty: 3266.771973
	Iteration 45Q: 3 clusters Score -2828973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2828974.500000 Penalty: 3266.771973
	Iteration 46Q: 3 clusters Score -2828974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2828972.500000 Penalty: 3266.771973
	Iteration 47Q: 3 clusters Score -2828972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2828974.750000 Penalty: 3266.771973
	Iteration 48Q: 3 clusters Score -2828975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2828976.750000 Penalty: 3266.771973
	Iteration 49Q: 3 clusters Score -2828977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2828976.750000 Penalty: 3266.771973
	Iteration 50Q: 3 clusters Score -2828977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2828976.750000 Penalty: 3266.771973
	Iteration 51F: 3 clusters Score -2828977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -437536.468750 Penalty: 1336.033936
	Iteration 0F: 2 clusters Score -437536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -434381.343750 Penalty: 2672.067871
	Iteration 0F: 3 clusters Score -434381.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -435260.875000 Penalty: 2672.067871
	Iteration 1F: 3 clusters Score -435260.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -435458.281250 Penalty: 2672.067871
	Iteration 2F: 3 clusters Score -435458.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -435582.656250 Penalty: 2672.067871
	Iteration 3F: 3 clusters Score -435582.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435693.812500 Penalty: 2672.067871
	Iteration 4Q: 3 clusters Score -435693.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -435787.062500 Penalty: 2672.067871
	Iteration 5Q: 3 clusters Score -435787.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -435873.593750 Penalty: 2672.067871
	Iteration 6Q: 3 clusters Score -435873.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435956.125000 Penalty: 2672.067871
	Iteration 7Q: 3 clusters Score -435956.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -436034.031250 Penalty: 2672.067871
	Iteration 8Q: 3 clusters Score -436034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -436117.406250 Penalty: 2672.067871
	Iteration 9Q: 3 clusters Score -436117.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -436186.656250 Penalty: 2672.067871
	Iteration 10Q: 3 clusters Score -436186.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -436244.031250 Penalty: 2672.067871
	Iteration 11Q: 3 clusters Score -436244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -436291.812500 Penalty: 2672.067871
	Iteration 12Q: 3 clusters Score -436291.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -436321.312500 Penalty: 2672.067871
	Iteration 13Q: 3 clusters Score -436321.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -436346.218750 Penalty: 2672.067871
	Iteration 14Q: 3 clusters Score -436346.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -436371.218750 Penalty: 2672.067871
	Iteration 15Q: 3 clusters Score -436371.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -436393.312500 Penalty: 2672.067871
	Iteration 16Q: 3 clusters Score -436393.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -436409.468750 Penalty: 2672.067871
	Iteration 17Q: 3 clusters Score -436409.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -436430.281250 Penalty: 2672.067871
	Iteration 18Q: 3 clusters Score -436430.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -436447.000000 Penalty: 2672.067871
	Iteration 19Q: 3 clusters Score -436447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -436467.500000 Penalty: 2672.067871
	Iteration 20F: 3 clusters Score -436467.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -436498.968750 Penalty: 2672.067871
	Iteration 21Q: 3 clusters Score -436499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -436571.500000 Penalty: 2672.067871
	Iteration 22Q: 3 clusters Score -436571.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -436663.656250 Penalty: 2672.067871
	Iteration 23Q: 3 clusters Score -436663.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -436701.625000 Penalty: 2672.067871
	Iteration 24Q: 3 clusters Score -436701.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -436745.656250 Penalty: 2672.067871
	Iteration 25Q: 3 clusters Score -436745.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -436782.218750 Penalty: 2672.067871
	Iteration 26Q: 3 clusters Score -436782.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -436813.625000 Penalty: 2672.067871
	Iteration 27Q: 3 clusters Score -436813.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -436839.312500 Penalty: 2672.067871
	Iteration 28Q: 3 clusters Score -436839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -436855.125000 Penalty: 2672.067871
	Iteration 29Q: 3 clusters Score -436855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -436859.531250 Penalty: 2672.067871
	Iteration 30Q: 3 clusters Score -436859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -436860.843750 Penalty: 2672.067871
	Iteration 31Q: 3 clusters Score -436860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -436862.562500 Penalty: 2672.067871
	Iteration 32Q: 3 clusters Score -436862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -436864.875000 Penalty: 2672.067871
	Iteration 33Q: 3 clusters Score -436864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -436866.156250 Penalty: 2672.067871
	Iteration 34Q: 3 clusters Score -436866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -436866.687500 Penalty: 2672.067871
	Iteration 35Q: 3 clusters Score -436866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -436867.562500 Penalty: 2672.067871
	Iteration 36Q: 3 clusters Score -436867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -436868.625000 Penalty: 2672.067871
	Iteration 37Q: 3 clusters Score -436868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -436868.906250 Penalty: 2672.067871
	Iteration 38Q: 3 clusters Score -436868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -436868.906250 Penalty: 2672.067871
	Iteration 39F: 3 clusters Score -436868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 139272 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13476 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23193 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440442.000000 Penalty: 34291.625000
Iteration 199Q: 18 clusters Score -2.944044e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 139248 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13506 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12780 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440448.000000 Penalty: 34291.625000
Iteration 200F: 18 clusters Score -2.944045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6785 members 
Mstep: Class 5 contains 139216 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13543 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440474.000000 Penalty: 34291.625000
Iteration 201Q: 18 clusters Score -2.944047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 18339 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6781 members 
Mstep: Class 5 contains 139183 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13577 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12780 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440482.000000 Penalty: 34291.625000
Iteration 202Q: 18 clusters Score -2.944048e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 18346 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6780 members 
Mstep: Class 5 contains 139147 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13612 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23182 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440508.000000 Penalty: 34291.625000
Iteration 203Q: 18 clusters Score -2.944051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 18350 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6777 members 
Mstep: Class 5 contains 139114 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13647 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440550.000000 Penalty: 34291.625000
Iteration 204Q: 18 clusters Score -2.944055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 18351 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6776 members 
Mstep: Class 5 contains 139075 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13686 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440556.000000 Penalty: 34291.625000
Iteration 205Q: 18 clusters Score -2.944056e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 18350 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 139048 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13725 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12775 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 23180 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440556.000000 Penalty: 34291.625000
Iteration 206Q: 18 clusters Score -2.944056e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 18351 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 139013 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13769 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12774 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6993 members 
Mstep: Class 17 contains 23179 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440544.000000 Penalty: 34291.625000
Iteration 207Q: 18 clusters Score -2.944054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 18350 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 138977 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13818 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23174 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440576.000000 Penalty: 34291.625000
Iteration 208Q: 18 clusters Score -2.944058e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 138947 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6992 members 
Mstep: Class 17 contains 23172 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440560.000000 Penalty: 34291.625000
Iteration 209Q: 18 clusters Score -2.944056e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 138904 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12772 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23168 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440558.000000 Penalty: 34291.625000
Iteration 210Q: 18 clusters Score -2.944056e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 138870 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23166 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440594.000000 Penalty: 34291.625000
Iteration 211Q: 18 clusters Score -2.944059e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 138827 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14023 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12767 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23165 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440640.000000 Penalty: 34291.625000
Iteration 212Q: 18 clusters Score -2.944064e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 138799 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12760 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 23162 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440664.000000 Penalty: 34291.625000
Iteration 213Q: 18 clusters Score -2.944066e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 18339 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 138768 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14099 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12753 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23164 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440674.000000 Penalty: 34291.625000
Iteration 214Q: 18 clusters Score -2.944067e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 18338 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 138749 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14125 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12749 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23163 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440684.000000 Penalty: 34291.625000
Iteration 215Q: 18 clusters Score -2.944068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 138728 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12745 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23164 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440690.000000 Penalty: 34291.625000
Iteration 216Q: 18 clusters Score -2.944069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 138707 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23165 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440702.000000 Penalty: 34291.625000
Iteration 217Q: 18 clusters Score -2.94407e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 138681 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14203 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23166 members 
Mstep: Class 18 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440702.000000 Penalty: 34291.625000
Iteration 218Q: 18 clusters Score -2.94407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 138673 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14215 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12745 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 23165 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440678.000000 Penalty: 34291.625000
Iteration 219Q: 18 clusters Score -2.944068e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 138665 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14224 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6989 members 
Mstep: Class 17 contains 23165 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440644.000000 Penalty: 34291.625000
Iteration 220F: 18 clusters Score -2.944064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138662 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14235 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12745 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23163 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440660.000000 Penalty: 34291.625000
Iteration 221Q: 18 clusters Score -2.944066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 18334 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6754 members 
Mstep: Class 5 contains 138677 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14230 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23162 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440624.000000 Penalty: 34291.625000
Iteration 222Q: 18 clusters Score -2.944062e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 18336 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6755 members 
Mstep: Class 5 contains 138706 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23158 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440660.000000 Penalty: 34291.625000
Iteration 223Q: 18 clusters Score -2.944066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18336 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138730 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14187 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440638.000000 Penalty: 34291.625000
Iteration 224Q: 18 clusters Score -2.944064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138735 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440640.000000 Penalty: 34291.625000
Iteration 225Q: 18 clusters Score -2.944064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 138742 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440612.000000 Penalty: 34291.625000
Iteration 226Q: 18 clusters Score -2.944061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 138748 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440624.000000 Penalty: 34291.625000
Iteration 227Q: 18 clusters Score -2.944062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138753 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440598.000000 Penalty: 34291.625000
Iteration 228Q: 18 clusters Score -2.94406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138761 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14160 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23156 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440608.000000 Penalty: 34291.625000
Iteration 229Q: 18 clusters Score -2.944061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138767 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14153 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23157 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440606.000000 Penalty: 34291.625000
Iteration 230Q: 18 clusters Score -2.944061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138769 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23156 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440616.000000 Penalty: 34291.625000
Iteration 231Q: 18 clusters Score -2.944062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138771 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14151 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440622.000000 Penalty: 34291.625000
Iteration 232Q: 18 clusters Score -2.944062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138773 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440616.000000 Penalty: 34291.625000
Iteration 233Q: 18 clusters Score -2.944062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138773 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440618.000000 Penalty: 34291.625000
Iteration 234Q: 18 clusters Score -2.944062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138774 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23155 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440634.000000 Penalty: 34291.625000
Iteration 235Q: 18 clusters Score -2.944063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138774 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440622.000000 Penalty: 34291.625000
Iteration 236Q: 18 clusters Score -2.944062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138772 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440608.000000 Penalty: 34291.625000
Iteration 237Q: 18 clusters Score -2.944061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138773 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14151 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440620.000000 Penalty: 34291.625000
Iteration 238Q: 18 clusters Score -2.944062e+07 nChanged 0
Entering ConstructFrom: 
Score: -29440620.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1374839.750000 Penalty: 1518.214478
	Iteration 0F: 2 clusters Score -1374840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1366840.375000 Penalty: 3036.428955
	Iteration 0F: 3 clusters Score -1366840 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1369709.375000 Penalty: 3036.428955
	Iteration 1F: 3 clusters Score -1369709 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1370174.625000 Penalty: 3036.428955
	Iteration 2F: 3 clusters Score -1370175 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1370628.250000 Penalty: 3036.428955
	Iteration 3F: 3 clusters Score -1370628 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1371092.125000 Penalty: 3036.428955
	Iteration 4F: 3 clusters Score -1371092 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1371642.000000 Penalty: 3036.428955
	Iteration 5F: 3 clusters Score -1371642 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1372236.500000 Penalty: 3036.428955
	Iteration 6F: 3 clusters Score -1372236 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1372761.875000 Penalty: 3036.428955
	Iteration 7F: 3 clusters Score -1372762 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1373148.000000 Penalty: 3036.428955
	Iteration 8Q: 3 clusters Score -1373148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1373396.250000 Penalty: 3036.428955
	Iteration 9Q: 3 clusters Score -1373396 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1373536.625000 Penalty: 3036.428955
	Iteration 10Q: 3 clusters Score -1373537 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1373619.375000 Penalty: 3036.428955
	Iteration 11Q: 3 clusters Score -1373619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1373679.250000 Penalty: 3036.428955
	Iteration 12Q: 3 clusters Score -1373679 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1373718.875000 Penalty: 3036.428955
	Iteration 13Q: 3 clusters Score -1373719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1373748.125000 Penalty: 3036.428955
	Iteration 14Q: 3 clusters Score -1373748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1373763.250000 Penalty: 3036.428955
	Iteration 15Q: 3 clusters Score -1373763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1373775.250000 Penalty: 3036.428955
	Iteration 16Q: 3 clusters Score -1373775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1373788.875000 Penalty: 3036.428955
	Iteration 17Q: 3 clusters Score -1373789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1373795.375000 Penalty: 3036.428955
	Iteration 18Q: 3 clusters Score -1373795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1373798.250000 Penalty: 3036.428955
	Iteration 19Q: 3 clusters Score -1373798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1373801.000000 Penalty: 3036.428955
	Iteration 20F: 3 clusters Score -1373801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1373803.125000 Penalty: 3036.428955
	Iteration 21Q: 3 clusters Score -1373803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1373807.125000 Penalty: 3036.428955
	Iteration 22Q: 3 clusters Score -1373807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1373810.625000 Penalty: 3036.428955
	Iteration 23Q: 3 clusters Score -1373811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1373811.125000 Penalty: 3036.428955
	Iteration 24Q: 3 clusters Score -1373811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1373814.875000 Penalty: 3036.428955
	Iteration 25Q: 3 clusters Score -1373815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1373814.000000 Penalty: 3036.428955
	Iteration 26Q: 3 clusters Score -1373814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1373818.750000 Penalty: 3036.428955
	Iteration 27Q: 3 clusters Score -1373819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1373820.750000 Penalty: 3036.428955
	Iteration 28Q: 3 clusters Score -1373821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1373821.750000 Penalty: 3036.428955
	Iteration 29Q: 3 clusters Score -1373822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1373825.375000 Penalty: 3036.428955
	Iteration 30Q: 3 clusters Score -1373825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1373827.500000 Penalty: 3036.428955
	Iteration 31Q: 3 clusters Score -1373828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1373827.875000 Penalty: 3036.428955
	Iteration 32Q: 3 clusters Score -1373828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1373831.625000 Penalty: 3036.428955
	Iteration 33Q: 3 clusters Score -1373832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1373831.000000 Penalty: 3036.428955
	Iteration 34Q: 3 clusters Score -1373831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1373832.000000 Penalty: 3036.428955
	Iteration 35Q: 3 clusters Score -1373832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1373830.625000 Penalty: 3036.428955
	Iteration 36Q: 3 clusters Score -1373831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1373832.625000 Penalty: 3036.428955
	Iteration 37Q: 3 clusters Score -1373833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1373834.000000 Penalty: 3036.428955
	Iteration 38Q: 3 clusters Score -1373834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1373833.125000 Penalty: 3036.428955
	Iteration 39Q: 3 clusters Score -1373833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1373834.250000 Penalty: 3036.428955
	Iteration 40F: 3 clusters Score -1373834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1373833.375000 Penalty: 3036.428955
	Iteration 41Q: 3 clusters Score -1373833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1373832.125000 Penalty: 3036.428955
	Iteration 42Q: 3 clusters Score -1373832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1373833.375000 Penalty: 3036.428955
	Iteration 43Q: 3 clusters Score -1373833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1373833.375000 Penalty: 3036.428955
	Iteration 44F: 3 clusters Score -1373833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Entering Unmasked Estep 
Score: -2182277.500000 Penalty: 1595.147827
	Iteration 0F: 2 clusters Score -2182278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2169774.500000 Penalty: 3190.295654
	Iteration 0F: 3 clusters Score -2169774 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2174178.000000 Penalty: 3190.295654
	Iteration 1F: 3 clusters Score -2174178 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2174598.750000 Penalty: 3190.295654
	Iteration 2F: 3 clusters Score -2174599 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2175058.500000 Penalty: 3190.295654
	Iteration 3F: 3 clusters Score -2175058 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2175680.500000 Penalty: 3190.295654
	Iteration 4F: 3 clusters Score -2175680 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2176424.750000 Penalty: 3190.295654
	Iteration 5F: 3 clusters Score -2176425 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2177183.500000 Penalty: 3190.295654
	Iteration 6F: 3 clusters Score -2177184 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2177958.250000 Penalty: 3190.295654
	Iteration 7F: 3 clusters Score -2177958 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2178631.000000 Penalty: 3190.295654
	Iteration 8F: 3 clusters Score -2178631 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2179224.750000 Penalty: 3190.295654
	Iteration 9Q: 3 clusters Score -2179225 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2179763.250000 Penalty: 3190.295654
	Iteration 10Q: 3 clusters Score -2179763 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2180170.000000 Penalty: 3190.295654
	Iteration 11Q: 3 clusters Score -2180170 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2180427.750000 Penalty: 3190.295654
	Iteration 12Q: 3 clusters Score -2180428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2180594.500000 Penalty: 3190.295654
	Iteration 13Q: 3 clusters Score -2180594 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2180696.750000 Penalty: 3190.295654
	Iteration 14Q: 3 clusters Score -2180697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2180761.000000 Penalty: 3190.295654
	Iteration 15Q: 3 clusters Score -2180761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2180792.750000 Penalty: 3190.295654
	Iteration 16Q: 3 clusters Score -2180793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2180806.750000 Penalty: 3190.295654
	Iteration 17Q: 3 clusters Score -2180807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2180822.000000 Penalty: 3190.295654
	Iteration 18Q: 3 clusters Score -2180822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2180834.250000 Penalty: 3190.295654
	Iteration 19Q: 3 clusters Score -2180834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2180844.000000 Penalty: 3190.295654
	Iteration 20F: 3 clusters Score -2180844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2180847.000000 Penalty: 3190.295654
	Iteration 21Q: 3 clusters Score -2180847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2180852.750000 Penalty: 3190.295654
	Iteration 22Q: 3 clusters Score -2180853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2180858.750000 Penalty: 3190.295654
	Iteration 23Q: 3 clusters Score -2180859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2180869.250000 Penalty: 3190.295654
	Iteration 24Q: 3 clusters Score -2180869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2180875.000000 Penalty: 3190.295654
	Iteration 25Q: 3 clusters Score -2180875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2180879.250000 Penalty: 3190.295654
	Iteration 26Q: 3 clusters Score -2180879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2180885.750000 Penalty: 3190.295654
	Iteration 27Q: 3 clusters Score -2180886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2180889.250000 Penalty: 3190.295654
	Iteration 28Q: 3 clusters Score -2180889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2180889.250000 Penalty: 3190.295654
	Iteration 29F: 3 clusters Score -2180889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -269741.843750 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -269741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -267531.062500 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -267531.1 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -267976.812500 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -267976.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -268081.843750 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -268081.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268137.437500 Penalty: 2509.870361
	Iteration 3Q: 3 clusters Score -268137.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268172.031250 Penalty: 2509.870361
	Iteration 4Q: 3 clusters Score -268172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268193.031250 Penalty: 2509.870361
	Iteration 5Q: 3 clusters Score -268193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268209.906250 Penalty: 2509.870361
	Iteration 6Q: 3 clusters Score -268209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268223.718750 Penalty: 2509.870361
	Iteration 7Q: 3 clusters Score -268223.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -268232.625000 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -268232.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268242.718750 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -268242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268256.750000 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -268256.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -268273.906250 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -268273.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -268288.906250 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -268288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -268303.218750 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -268303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -268311.906250 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -268311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268316.125000 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -268316.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -268322.343750 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -268322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268328.406250 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -268328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -268332.062500 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -268332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268334.875000 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -268334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268334.875000 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -268334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -836180.250000 Penalty: 1432.955200
	Iteration 0F: 2 clusters Score -836180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -831081.812500 Penalty: 2865.910400
	Iteration 0F: 3 clusters Score -831081.8 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -832613.250000 Penalty: 2865.910400
	Iteration 1F: 3 clusters Score -832613.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -832857.937500 Penalty: 2865.910400
	Iteration 2F: 3 clusters Score -832857.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -833047.812500 Penalty: 2865.910400
	Iteration 3F: 3 clusters Score -833047.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -833213.875000 Penalty: 2865.910400
	Iteration 4Q: 3 clusters Score -833213.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -833346.062500 Penalty: 2865.910400
	Iteration 5Q: 3 clusters Score -833346.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -833486.875000 Penalty: 2865.910400
	Iteration 6Q: 3 clusters Score -833486.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -833622.687500 Penalty: 2865.910400
	Iteration 7Q: 3 clusters Score -833622.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -833754.562500 Penalty: 2865.910400
	Iteration 8Q: 3 clusters Score -833754.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -833875.500000 Penalty: 2865.910400
	Iteration 9Q: 3 clusters Score -833875.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -834029.500000 Penalty: 2865.910400
	Iteration 10Q: 3 clusters Score -834029.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -834210.937500 Penalty: 2865.910400
	Iteration 11Q: 3 clusters Score -834210.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -834363.500000 Penalty: 2865.910400
	Iteration 12Q: 3 clusters Score -834363.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -834490.875000 Penalty: 2865.910400
	Iteration 13Q: 3 clusters Score -834490.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -834579.500000 Penalty: 2865.910400
	Iteration 14Q: 3 clusters Score -834579.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -834646.625000 Penalty: 2865.910400
	Iteration 15Q: 3 clusters Score -834646.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -834703.250000 Penalty: 2865.910400
	Iteration 16Q: 3 clusters Score -834703.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -834742.812500 Penalty: 2865.910400
	Iteration 17Q: 3 clusters Score -834742.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -834769.125000 Penalty: 2865.910400
	Iteration 18Q: 3 clusters Score -834769.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -834790.812500 Penalty: 2865.910400
	Iteration 19Q: 3 clusters Score -834790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -834808.812500 Penalty: 2865.910400
	Iteration 20F: 3 clusters Score -834808.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -834821.687500 Penalty: 2865.910400
	Iteration 21Q: 3 clusters Score -834821.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -834832.937500 Penalty: 2865.910400
	Iteration 22Q: 3 clusters Score -834832.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -834840.125000 Penalty: 2865.910400
	Iteration 23Q: 3 clusters Score -834840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -834844.125000 Penalty: 2865.910400
	Iteration 24Q: 3 clusters Score -834844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -834849.187500 Penalty: 2865.910400
	Iteration 25Q: 3 clusters Score -834849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -834848.687500 Penalty: 2865.910400
	Iteration 26Q: 3 clusters Score -834848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -834851.750000 Penalty: 2865.910400
	Iteration 27Q: 3 clusters Score -834851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -834852.875000 Penalty: 2865.910400
	Iteration 28Q: 3 clusters Score -834852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -834854.062500 Penalty: 2865.910400
	Iteration 29Q: 3 clusters Score -834854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -834854.062500 Penalty: 2865.910400
	Iteration 30F: 3 clusters Score -834854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138773 members 
Entering Unmasked Estep 
Score: -16827476.000000 Penalty: 1924.096680
	Iteration 0F: 2 clusters Score -1.682748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -16739410.000000 Penalty: 3848.193359
	Iteration 0F: 3 clusters Score -1.673941e+07 nChanged 66893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -16779778.000000 Penalty: 3848.193359
	Iteration 1F: 3 clusters Score -1.677978e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -16781466.000000 Penalty: 3848.193359
	Iteration 2Q: 3 clusters Score -1.678147e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -16783778.000000 Penalty: 3848.193359
	Iteration 3Q: 3 clusters Score -1.678378e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -16786858.000000 Penalty: 3848.193359
	Iteration 4Q: 3 clusters Score -1.678686e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -16791030.000000 Penalty: 3848.193359
	Iteration 5F: 3 clusters Score -1.679103e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -16796710.000000 Penalty: 3848.193359
	Iteration 6F: 3 clusters Score -1.679671e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -16802538.000000 Penalty: 3848.193359
	Iteration 7F: 3 clusters Score -1.680254e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -16806236.000000 Penalty: 3848.193359
	Iteration 8F: 3 clusters Score -1.680624e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -16807694.000000 Penalty: 3848.193359
	Iteration 9Q: 3 clusters Score -1.680769e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -16808106.000000 Penalty: 3848.193359
	Iteration 10Q: 3 clusters Score -1.680811e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -16808400.000000 Penalty: 3848.193359
	Iteration 11Q: 3 clusters Score -1.68084e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -16808540.000000 Penalty: 3848.193359
	Iteration 12Q: 3 clusters Score -1.680854e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -16808714.000000 Penalty: 3848.193359
	Iteration 13Q: 3 clusters Score -1.680871e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -16809034.000000 Penalty: 3848.193359
	Iteration 14Q: 3 clusters Score -1.680903e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -16809332.000000 Penalty: 3848.193359
	Iteration 15Q: 3 clusters Score -1.680933e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -16809694.000000 Penalty: 3848.193359
	Iteration 16Q: 3 clusters Score -1.680969e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -16810096.000000 Penalty: 3848.193359
	Iteration 17Q: 3 clusters Score -1.68101e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -16810420.000000 Penalty: 3848.193359
	Iteration 18Q: 3 clusters Score -1.681042e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -16810848.000000 Penalty: 3848.193359
	Iteration 19Q: 3 clusters Score -1.681085e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 96102 members 
Entering Unmasked Estep 
Score: -16811426.000000 Penalty: 3848.193359
	Iteration 20F: 3 clusters Score -1.681143e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -16811948.000000 Penalty: 3848.193359
	Iteration 21Q: 3 clusters Score -1.681195e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -16812656.000000 Penalty: 3848.193359
	Iteration 22Q: 3 clusters Score -1.681266e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -16813504.000000 Penalty: 3848.193359
	Iteration 23Q: 3 clusters Score -1.68135e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -16814348.000000 Penalty: 3848.193359
	Iteration 24Q: 3 clusters Score -1.681435e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -16815208.000000 Penalty: 3848.193359
	Iteration 25Q: 3 clusters Score -1.681521e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -16816290.000000 Penalty: 3848.193359
	Iteration 26Q: 3 clusters Score -1.681629e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -16817272.000000 Penalty: 3848.193359
	Iteration 27Q: 3 clusters Score -1.681727e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -16818298.000000 Penalty: 3848.193359
	Iteration 28Q: 3 clusters Score -1.68183e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 120602 members 
Entering Unmasked Estep 
Score: -16819350.000000 Penalty: 3848.193359
	Iteration 29Q: 3 clusters Score -1.681935e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 122968 members 
Entering Unmasked Estep 
Score: -16820290.000000 Penalty: 3848.193359
	Iteration 30Q: 3 clusters Score -1.682029e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -16821222.000000 Penalty: 3848.193359
	Iteration 31Q: 3 clusters Score -1.682122e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -16821924.000000 Penalty: 3848.193359
	Iteration 32Q: 3 clusters Score -1.682192e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -16822656.000000 Penalty: 3848.193359
	Iteration 33Q: 3 clusters Score -1.682266e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 130107 members 
Entering Unmasked Estep 
Score: -16823374.000000 Penalty: 3848.193359
	Iteration 34Q: 3 clusters Score -1.682337e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -16823812.000000 Penalty: 3848.193359
	Iteration 35Q: 3 clusters Score -1.682381e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -16824340.000000 Penalty: 3848.193359
	Iteration 36Q: 3 clusters Score -1.682434e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 133465 members 
Entering Unmasked Estep 
Score: -16824638.000000 Penalty: 3848.193359
	Iteration 37Q: 3 clusters Score -1.682464e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -16825014.000000 Penalty: 3848.193359
	Iteration 38Q: 3 clusters Score -1.682501e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -16825306.000000 Penalty: 3848.193359
	Iteration 39Q: 3 clusters Score -1.682531e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 135562 members 
Entering Unmasked Estep 
Score: -16825526.000000 Penalty: 3848.193359
	Iteration 40F: 3 clusters Score -1.682553e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -16825732.000000 Penalty: 3848.193359
	Iteration 41Q: 3 clusters Score -1.682573e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -16825864.000000 Penalty: 3848.193359
	Iteration 42Q: 3 clusters Score -1.682586e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 136617 members 
Entering Unmasked Estep 
Score: -16825936.000000 Penalty: 3848.193359
	Iteration 43Q: 3 clusters Score -1.682594e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 136823 members 
Entering Unmasked Estep 
Score: -16826072.000000 Penalty: 3848.193359
	Iteration 44Q: 3 clusters Score -1.682607e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -16826158.000000 Penalty: 3848.193359
	Iteration 45Q: 3 clusters Score -1.682616e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 137156 members 
Entering Unmasked Estep 
Score: -16826256.000000 Penalty: 3848.193359
	Iteration 46Q: 3 clusters Score -1.682626e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -16826306.000000 Penalty: 3848.193359
	Iteration 47Q: 3 clusters Score -1.682631e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -16826352.000000 Penalty: 3848.193359
	Iteration 48Q: 3 clusters Score -1.682635e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 137412 members 
Entering Unmasked Estep 
Score: -16826406.000000 Penalty: 3848.193359
	Iteration 49Q: 3 clusters Score -1.682641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -16826468.000000 Penalty: 3848.193359
	Iteration 50Q: 3 clusters Score -1.682647e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
Score: -16826536.000000 Penalty: 3848.193359
	Iteration 51Q: 3 clusters Score -1.682654e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -16826598.000000 Penalty: 3848.193359
	Iteration 52Q: 3 clusters Score -1.68266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -16826646.000000 Penalty: 3848.193359
	Iteration 53Q: 3 clusters Score -1.682665e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -16826710.000000 Penalty: 3848.193359
	Iteration 54Q: 3 clusters Score -1.682671e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -16826752.000000 Penalty: 3848.193359
	Iteration 55Q: 3 clusters Score -1.682675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -16826772.000000 Penalty: 3848.193359
	Iteration 56Q: 3 clusters Score -1.682677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -16826790.000000 Penalty: 3848.193359
	Iteration 57Q: 3 clusters Score -1.682679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 137549 members 
Entering Unmasked Estep 
Score: -16826788.000000 Penalty: 3848.193359
	Iteration 58Q: 3 clusters Score -1.682679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -16826802.000000 Penalty: 3848.193359
	Iteration 59Q: 3 clusters Score -1.68268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 137550 members 
Entering Unmasked Estep 
Score: -16826806.000000 Penalty: 3848.193359
	Iteration 60F: 3 clusters Score -1.682681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 137545 members 
Entering Unmasked Estep 
Score: -16826802.000000 Penalty: 3848.193359
	Iteration 61Q: 3 clusters Score -1.68268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 137545 members 
Entering Unmasked Estep 
Score: -16826816.000000 Penalty: 3848.193359
	Iteration 62Q: 3 clusters Score -1.682682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 137542 members 
Entering Unmasked Estep 
Score: -16826816.000000 Penalty: 3848.193359
	Iteration 63Q: 3 clusters Score -1.682682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 137540 members 
Entering Unmasked Estep 
Score: -16826830.000000 Penalty: 3848.193359
	Iteration 64Q: 3 clusters Score -1.682683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -16826838.000000 Penalty: 3848.193359
	Iteration 65Q: 3 clusters Score -1.682684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -16826842.000000 Penalty: 3848.193359
	Iteration 66Q: 3 clusters Score -1.682684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -16826844.000000 Penalty: 3848.193359
	Iteration 67Q: 3 clusters Score -1.682684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -16826846.000000 Penalty: 3848.193359
	Iteration 68Q: 3 clusters Score -1.682685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -16826844.000000 Penalty: 3848.193359
	Iteration 69Q: 3 clusters Score -1.682684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 137535 members 
Entering Unmasked Estep 
Score: -16826844.000000 Penalty: 3848.193359
	Iteration 70Q: 3 clusters Score -1.682684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -16826852.000000 Penalty: 3848.193359
	Iteration 71Q: 3 clusters Score -1.682685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -16826848.000000 Penalty: 3848.193359
	Iteration 72Q: 3 clusters Score -1.682685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -16826848.000000 Penalty: 3848.193359
	Iteration 73F: 3 clusters Score -1.682685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -141187.546875 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -141187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139609.562500 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -139609.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139862.890625 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -139862.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139926.640625 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -139926.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -139972.781250 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -139972.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139997.250000 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -139997.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140010.531250 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -140010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140020.937500 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -140020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140029.640625 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -140029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140036.671875 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -140036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140042.453125 Penalty: 2310.710938
	Iteration 9Q: 3 clusters Score -140042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140047.000000 Penalty: 2310.710938
	Iteration 10Q: 3 clusters Score -140047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140053.375000 Penalty: 2310.710938
	Iteration 11Q: 3 clusters Score -140053.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140058.359375 Penalty: 2310.710938
	Iteration 12Q: 3 clusters Score -140058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140062.171875 Penalty: 2310.710938
	Iteration 13Q: 3 clusters Score -140062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140064.437500 Penalty: 2310.710938
	Iteration 14Q: 3 clusters Score -140064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140065.265625 Penalty: 2310.710938
	Iteration 15Q: 3 clusters Score -140065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140065.953125 Penalty: 2310.710938
	Iteration 16Q: 3 clusters Score -140066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140069.703125 Penalty: 2310.710938
	Iteration 17Q: 3 clusters Score -140069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140071.093750 Penalty: 2310.710938
	Iteration 18Q: 3 clusters Score -140071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140073.312500 Penalty: 2310.710938
	Iteration 19Q: 3 clusters Score -140073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140077.015625 Penalty: 2310.710938
	Iteration 20F: 3 clusters Score -140077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140079.484375 Penalty: 2310.710938
	Iteration 21Q: 3 clusters Score -140079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140085.093750 Penalty: 2310.710938
	Iteration 22Q: 3 clusters Score -140085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140092.265625 Penalty: 2310.710938
	Iteration 23Q: 3 clusters Score -140092.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140097.546875 Penalty: 2310.710938
	Iteration 24Q: 3 clusters Score -140097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140105.421875 Penalty: 2310.710938
	Iteration 25Q: 3 clusters Score -140105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140109.125000 Penalty: 2310.710938
	Iteration 26Q: 3 clusters Score -140109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140109.406250 Penalty: 2310.710938
	Iteration 27Q: 3 clusters Score -140109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140110.140625 Penalty: 2310.710938
	Iteration 28Q: 3 clusters Score -140110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140110.921875 Penalty: 2310.710938
	Iteration 29Q: 3 clusters Score -140110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140115.578125 Penalty: 2310.710938
	Iteration 30Q: 3 clusters Score -140115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140118.984375 Penalty: 2310.710938
	Iteration 31Q: 3 clusters Score -140119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140123.140625 Penalty: 2310.710938
	Iteration 32Q: 3 clusters Score -140123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140127.843750 Penalty: 2310.710938
	Iteration 33Q: 3 clusters Score -140127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -140131.875000 Penalty: 2310.710938
	Iteration 34Q: 3 clusters Score -140131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140137.656250 Penalty: 2310.710938
	Iteration 35Q: 3 clusters Score -140137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -140142.015625 Penalty: 2310.710938
	Iteration 36Q: 3 clusters Score -140142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140145.593750 Penalty: 2310.710938
	Iteration 37Q: 3 clusters Score -140145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140148.703125 Penalty: 2310.710938
	Iteration 38Q: 3 clusters Score -140148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140151.078125 Penalty: 2310.710938
	Iteration 39Q: 3 clusters Score -140151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140151.656250 Penalty: 2310.710938
	Iteration 40F: 3 clusters Score -140151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140152.734375 Penalty: 2310.710938
	Iteration 41Q: 3 clusters Score -140152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140153.484375 Penalty: 2310.710938
	Iteration 42Q: 3 clusters Score -140153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140153.484375 Penalty: 2310.710938
	Iteration 43F: 3 clusters Score -140153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 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 153 members 
Entering Unmasked Estep 
Score: -42203.875000 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42203.88 nChanged 48
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: -42303.226562 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42303.23 nChanged 19
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: -42356.652344 Penalty: 1856.963135
	Iteration 2F: 3 clusters Score -42356.65 nChanged 6
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: -42377.046875 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42377.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42386.128906 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42386.13 nChanged 1
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: -42390.347656 Penalty: 1856.963135
	Iteration 5Q: 3 clusters Score -42390.35 nChanged 1
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: -42391.625000 Penalty: 1856.963135
	Iteration 6Q: 3 clusters Score -42391.62 nChanged 1
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: -42397.210938 Penalty: 1856.963135
	Iteration 7Q: 3 clusters Score -42397.21 nChanged 0
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: -42397.210938 Penalty: 1856.963135
	Iteration 8F: 3 clusters Score -42397.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -1781614.750000 Penalty: 1553.100342
	Iteration 0F: 2 clusters Score -1781615 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 7044 members 
Entering Unmasked Estep 
Score: -1771275.500000 Penalty: 3106.200684
	Iteration 0F: 3 clusters Score -1771276 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1774607.125000 Penalty: 3106.200684
	Iteration 1F: 3 clusters Score -1774607 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1774893.750000 Penalty: 3106.200684
	Iteration 2F: 3 clusters Score -1774894 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1775106.000000 Penalty: 3106.200684
	Iteration 3F: 3 clusters Score -1775106 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1775351.375000 Penalty: 3106.200684
	Iteration 4Q: 3 clusters Score -1775351 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1775681.250000 Penalty: 3106.200684
	Iteration 5Q: 3 clusters Score -1775681 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1776104.500000 Penalty: 3106.200684
	Iteration 6Q: 3 clusters Score -1776104 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1776556.875000 Penalty: 3106.200684
	Iteration 7Q: 3 clusters Score -1776557 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1777034.875000 Penalty: 3106.200684
	Iteration 8F: 3 clusters Score -1777035 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1777545.375000 Penalty: 3106.200684
	Iteration 9F: 3 clusters Score -1777545 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1778004.750000 Penalty: 3106.200684
	Iteration 10Q: 3 clusters Score -1778005 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1778379.125000 Penalty: 3106.200684
	Iteration 11Q: 3 clusters Score -1778379 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1778724.125000 Penalty: 3106.200684
	Iteration 12Q: 3 clusters Score -1778724 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1779075.250000 Penalty: 3106.200684
	Iteration 13Q: 3 clusters Score -1779075 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1779356.750000 Penalty: 3106.200684
	Iteration 14Q: 3 clusters Score -1779357 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1779586.250000 Penalty: 3106.200684
	Iteration 15Q: 3 clusters Score -1779586 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1779748.625000 Penalty: 3106.200684
	Iteration 16Q: 3 clusters Score -1779749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1779887.125000 Penalty: 3106.200684
	Iteration 17Q: 3 clusters Score -1779887 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1780001.250000 Penalty: 3106.200684
	Iteration 18Q: 3 clusters Score -1780001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1780092.000000 Penalty: 3106.200684
	Iteration 19Q: 3 clusters Score -1780092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1780155.625000 Penalty: 3106.200684
	Iteration 20F: 3 clusters Score -1780156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1780205.375000 Penalty: 3106.200684
	Iteration 21Q: 3 clusters Score -1780205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1780219.625000 Penalty: 3106.200684
	Iteration 22Q: 3 clusters Score -1780220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1780234.250000 Penalty: 3106.200684
	Iteration 23Q: 3 clusters Score -1780234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1780245.000000 Penalty: 3106.200684
	Iteration 24Q: 3 clusters Score -1780245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1780255.000000 Penalty: 3106.200684
	Iteration 25Q: 3 clusters Score -1780255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1780261.375000 Penalty: 3106.200684
	Iteration 26Q: 3 clusters Score -1780261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1780265.125000 Penalty: 3106.200684
	Iteration 27Q: 3 clusters Score -1780265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1780268.125000 Penalty: 3106.200684
	Iteration 28Q: 3 clusters Score -1780268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1780270.000000 Penalty: 3106.200684
	Iteration 29Q: 3 clusters Score -1780270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1780272.625000 Penalty: 3106.200684
	Iteration 30Q: 3 clusters Score -1780273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1780277.625000 Penalty: 3106.200684
	Iteration 31Q: 3 clusters Score -1780278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1780278.125000 Penalty: 3106.200684
	Iteration 32Q: 3 clusters Score -1780278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1780282.375000 Penalty: 3106.200684
	Iteration 33Q: 3 clusters Score -1780282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1780287.000000 Penalty: 3106.200684
	Iteration 34Q: 3 clusters Score -1780287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1780285.375000 Penalty: 3106.200684
	Iteration 35Q: 3 clusters Score -1780285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1780284.875000 Penalty: 3106.200684
	Iteration 36Q: 3 clusters Score -1780285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1780290.125000 Penalty: 3106.200684
	Iteration 37Q: 3 clusters Score -1780290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1780293.500000 Penalty: 3106.200684
	Iteration 38Q: 3 clusters Score -1780294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1780293.125000 Penalty: 3106.200684
	Iteration 39Q: 3 clusters Score -1780293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1780296.000000 Penalty: 3106.200684
	Iteration 40F: 3 clusters Score -1780296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1780299.125000 Penalty: 3106.200684
	Iteration 41Q: 3 clusters Score -1780299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1780302.625000 Penalty: 3106.200684
	Iteration 42Q: 3 clusters Score -1780303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1780304.875000 Penalty: 3106.200684
	Iteration 43Q: 3 clusters Score -1780305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1780307.000000 Penalty: 3106.200684
	Iteration 44Q: 3 clusters Score -1780307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1780312.875000 Penalty: 3106.200684
	Iteration 45Q: 3 clusters Score -1780313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1780314.000000 Penalty: 3106.200684
	Iteration 46Q: 3 clusters Score -1780314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1780314.000000 Penalty: 3106.200684
	Iteration 47F: 3 clusters Score -1780314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -82323.859375 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -82323.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81073.265625 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -81073.27 nChanged 196
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: -81295.789062 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -81295.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81340.257812 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -81340.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81368.703125 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -81368.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81394.031250 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -81394.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81417.062500 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -81417.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81428.453125 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -81428.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81438.523438 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -81438.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81443.601562 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -81443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81449.203125 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -81449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81452.953125 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -81452.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81459.640625 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -81459.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81465.109375 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -81465.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81470.500000 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -81470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81472.929688 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -81472.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81475.335938 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -81475.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81477.132812 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -81477.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81483.929688 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -81483.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81489.210938 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -81489.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81491.351562 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -81491.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81492.726562 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -81492.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13748.539062 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13748.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13769.973633 Penalty: 1476.570801
	Iteration 1Q: 3 clusters Score -13769.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13787.934570 Penalty: 1476.570801
	Iteration 2Q: 3 clusters Score -13787.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13787.934570 Penalty: 1476.570801
	Iteration 3F: 3 clusters Score -13787.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Entering Unmasked Estep 
Score: -1566824.625000 Penalty: 1536.006104
	Iteration 0F: 2 clusters Score -1566825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1557898.500000 Penalty: 3072.012207
	Iteration 0F: 3 clusters Score -1557898 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1560902.625000 Penalty: 3072.012207
	Iteration 1F: 3 clusters Score -1560903 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1561217.000000 Penalty: 3072.012207
	Iteration 2F: 3 clusters Score -1561217 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1561470.375000 Penalty: 3072.012207
	Iteration 3Q: 3 clusters Score -1561470 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1561714.375000 Penalty: 3072.012207
	Iteration 4Q: 3 clusters Score -1561714 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1561948.125000 Penalty: 3072.012207
	Iteration 5Q: 3 clusters Score -1561948 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1562176.875000 Penalty: 3072.012207
	Iteration 6Q: 3 clusters Score -1562177 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1562444.000000 Penalty: 3072.012207
	Iteration 7Q: 3 clusters Score -1562444 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1562753.750000 Penalty: 3072.012207
	Iteration 8Q: 3 clusters Score -1562754 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1563081.625000 Penalty: 3072.012207
	Iteration 9Q: 3 clusters Score -1563082 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1563400.625000 Penalty: 3072.012207
	Iteration 10Q: 3 clusters Score -1563401 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1563748.625000 Penalty: 3072.012207
	Iteration 11Q: 3 clusters Score -1563749 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1564111.625000 Penalty: 3072.012207
	Iteration 12Q: 3 clusters Score -1564112 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1564449.750000 Penalty: 3072.012207
	Iteration 13Q: 3 clusters Score -1564450 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1564727.000000 Penalty: 3072.012207
	Iteration 14Q: 3 clusters Score -1564727 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1564960.000000 Penalty: 3072.012207
	Iteration 15Q: 3 clusters Score -1564960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1565125.625000 Penalty: 3072.012207
	Iteration 16Q: 3 clusters Score -1565126 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1565260.375000 Penalty: 3072.012207
	Iteration 17Q: 3 clusters Score -1565260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1565351.500000 Penalty: 3072.012207
	Iteration 18Q: 3 clusters Score -1565352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1565405.375000 Penalty: 3072.012207
	Iteration 19Q: 3 clusters Score -1565405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1565451.125000 Penalty: 3072.012207
	Iteration 20F: 3 clusters Score -1565451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1565471.250000 Penalty: 3072.012207
	Iteration 21Q: 3 clusters Score -1565471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1565497.500000 Penalty: 3072.012207
	Iteration 22Q: 3 clusters Score -1565498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1565509.625000 Penalty: 3072.012207
	Iteration 23Q: 3 clusters Score -1565510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1565515.750000 Penalty: 3072.012207
	Iteration 24Q: 3 clusters Score -1565516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1565522.500000 Penalty: 3072.012207
	Iteration 25Q: 3 clusters Score -1565522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1565526.250000 Penalty: 3072.012207
	Iteration 26Q: 3 clusters Score -1565526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1565534.375000 Penalty: 3072.012207
	Iteration 27Q: 3 clusters Score -1565534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1565537.625000 Penalty: 3072.012207
	Iteration 28Q: 3 clusters Score -1565538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1565539.000000 Penalty: 3072.012207
	Iteration 29Q: 3 clusters Score -1565539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1565542.750000 Penalty: 3072.012207
	Iteration 30Q: 3 clusters Score -1565543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1565548.250000 Penalty: 3072.012207
	Iteration 31Q: 3 clusters Score -1565548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1565549.500000 Penalty: 3072.012207
	Iteration 32Q: 3 clusters Score -1565550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1565550.750000 Penalty: 3072.012207
	Iteration 33Q: 3 clusters Score -1565551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1565553.000000 Penalty: 3072.012207
	Iteration 34Q: 3 clusters Score -1565553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1565556.000000 Penalty: 3072.012207
	Iteration 35Q: 3 clusters Score -1565556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1565555.125000 Penalty: 3072.012207
	Iteration 36Q: 3 clusters Score -1565555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1565555.125000 Penalty: 3072.012207
	Iteration 37F: 3 clusters Score -1565555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -348007.750000 Penalty: 1302.812378
	Iteration 0F: 2 clusters Score -348007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -345238.593750 Penalty: 2605.624756
	Iteration 0F: 3 clusters Score -345238.6 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -345900.781250 Penalty: 2605.624756
	Iteration 1F: 3 clusters Score -345900.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -346036.062500 Penalty: 2605.624756
	Iteration 2F: 3 clusters Score -346036.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -346113.531250 Penalty: 2605.624756
	Iteration 3Q: 3 clusters Score -346113.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -346167.781250 Penalty: 2605.624756
	Iteration 4Q: 3 clusters Score -346167.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -346201.906250 Penalty: 2605.624756
	Iteration 5Q: 3 clusters Score -346201.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -346226.687500 Penalty: 2605.624756
	Iteration 6Q: 3 clusters Score -346226.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346244.062500 Penalty: 2605.624756
	Iteration 7Q: 3 clusters Score -346244.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -346255.343750 Penalty: 2605.624756
	Iteration 8Q: 3 clusters Score -346255.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -346262.062500 Penalty: 2605.624756
	Iteration 9Q: 3 clusters Score -346262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346268.812500 Penalty: 2605.624756
	Iteration 10Q: 3 clusters Score -346268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346273.343750 Penalty: 2605.624756
	Iteration 11Q: 3 clusters Score -346273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -346279.718750 Penalty: 2605.624756
	Iteration 12Q: 3 clusters Score -346279.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -346284.562500 Penalty: 2605.624756
	Iteration 13Q: 3 clusters Score -346284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346291.500000 Penalty: 2605.624756
	Iteration 14Q: 3 clusters Score -346291.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346299.312500 Penalty: 2605.624756
	Iteration 15Q: 3 clusters Score -346299.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -346303.750000 Penalty: 2605.624756
	Iteration 16Q: 3 clusters Score -346303.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -346308.593750 Penalty: 2605.624756
	Iteration 17Q: 3 clusters Score -346308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -346316.156250 Penalty: 2605.624756
	Iteration 18Q: 3 clusters Score -346316.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -346323.500000 Penalty: 2605.624756
	Iteration 19Q: 3 clusters Score -346323.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -346329.937500 Penalty: 2605.624756
	Iteration 20F: 3 clusters Score -346329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -346335.875000 Penalty: 2605.624756
	Iteration 21Q: 3 clusters Score -346335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -346340.281250 Penalty: 2605.624756
	Iteration 22Q: 3 clusters Score -346340.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -346343.781250 Penalty: 2605.624756
	Iteration 23Q: 3 clusters Score -346343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -346345.781250 Penalty: 2605.624756
	Iteration 24Q: 3 clusters Score -346345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -346348.406250 Penalty: 2605.624756
	Iteration 25Q: 3 clusters Score -346348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -346351.531250 Penalty: 2605.624756
	Iteration 26Q: 3 clusters Score -346351.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346356.281250 Penalty: 2605.624756
	Iteration 27Q: 3 clusters Score -346356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -346360.843750 Penalty: 2605.624756
	Iteration 28Q: 3 clusters Score -346360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -346367.000000 Penalty: 2605.624756
	Iteration 29Q: 3 clusters Score -346367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -346370.062500 Penalty: 2605.624756
	Iteration 30Q: 3 clusters Score -346370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -346371.656250 Penalty: 2605.624756
	Iteration 31Q: 3 clusters Score -346371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -346373.531250 Penalty: 2605.624756
	Iteration 32Q: 3 clusters Score -346373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -346374.343750 Penalty: 2605.624756
	Iteration 33Q: 3 clusters Score -346374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -346376.843750 Penalty: 2605.624756
	Iteration 34Q: 3 clusters Score -346376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -346378.468750 Penalty: 2605.624756
	Iteration 35Q: 3 clusters Score -346378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346379.343750 Penalty: 2605.624756
	Iteration 36Q: 3 clusters Score -346379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -346380.031250 Penalty: 2605.624756
	Iteration 37Q: 3 clusters Score -346380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -346381.000000 Penalty: 2605.624756
	Iteration 38Q: 3 clusters Score -346381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -346381.937500 Penalty: 2605.624756
	Iteration 39Q: 3 clusters Score -346381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -346383.375000 Penalty: 2605.624756
	Iteration 40F: 3 clusters Score -346383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346384.906250 Penalty: 2605.624756
	Iteration 41Q: 3 clusters Score -346384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -346388.218750 Penalty: 2605.624756
	Iteration 42Q: 3 clusters Score -346388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -346391.375000 Penalty: 2605.624756
	Iteration 43Q: 3 clusters Score -346391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346392.343750 Penalty: 2605.624756
	Iteration 44Q: 3 clusters Score -346392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -346394.062500 Penalty: 2605.624756
	Iteration 45Q: 3 clusters Score -346394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346395.875000 Penalty: 2605.624756
	Iteration 46Q: 3 clusters Score -346395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -346397.093750 Penalty: 2605.624756
	Iteration 47Q: 3 clusters Score -346397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -346398.468750 Penalty: 2605.624756
	Iteration 48Q: 3 clusters Score -346398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -346401.031250 Penalty: 2605.624756
	Iteration 49Q: 3 clusters Score -346401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -346402.281250 Penalty: 2605.624756
	Iteration 50Q: 3 clusters Score -346402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -346404.468750 Penalty: 2605.624756
	Iteration 51Q: 3 clusters Score -346404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -346405.500000 Penalty: 2605.624756
	Iteration 52Q: 3 clusters Score -346405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -346405.937500 Penalty: 2605.624756
	Iteration 53Q: 3 clusters Score -346405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -346407.062500 Penalty: 2605.624756
	Iteration 54Q: 3 clusters Score -346407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -346407.062500 Penalty: 2605.624756
	Iteration 55F: 3 clusters Score -346407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -229598.578125 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -229598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227568.484375 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -227568.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227987.140625 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -227987.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228081.609375 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -228081.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228144.062500 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -228144.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -228184.171875 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -228184.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228219.906250 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -228219.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -228248.718750 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -228248.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228273.312500 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -228273.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -228294.093750 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -228294.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228313.171875 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -228313.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -228334.656250 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -228334.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -228354.828125 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -228354.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228371.625000 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -228371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228389.406250 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -228389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228405.453125 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -228405.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -228416.890625 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -228416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -228427.062500 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -228427.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228435.703125 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -228435.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228446.546875 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -228446.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228453.968750 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -228454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228458.515625 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -228458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -228462.765625 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -228462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228467.140625 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -228467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228470.000000 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -228470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228473.296875 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -228473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228477.125000 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -228477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -228480.656250 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -228480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -228487.062500 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -228487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -228490.890625 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -228490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -228496.203125 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -228496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -228503.453125 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -228503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228506.718750 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -228506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228510.250000 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -228510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -228517.453125 Penalty: 2456.517822
	Iteration 33Q: 3 clusters Score -228517.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228524.578125 Penalty: 2456.517822
	Iteration 34Q: 3 clusters Score -228524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228527.218750 Penalty: 2456.517822
	Iteration 35Q: 3 clusters Score -228527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228531.875000 Penalty: 2456.517822
	Iteration 36Q: 3 clusters Score -228531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228537.015625 Penalty: 2456.517822
	Iteration 37Q: 3 clusters Score -228537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -228540.750000 Penalty: 2456.517822
	Iteration 38Q: 3 clusters Score -228540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -228544.187500 Penalty: 2456.517822
	Iteration 39Q: 3 clusters Score -228544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228545.468750 Penalty: 2456.517822
	Iteration 40F: 3 clusters Score -228545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -228546.656250 Penalty: 2456.517822
	Iteration 41Q: 3 clusters Score -228546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228548.343750 Penalty: 2456.517822
	Iteration 42Q: 3 clusters Score -228548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228549.500000 Penalty: 2456.517822
	Iteration 43Q: 3 clusters Score -228549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -228550.375000 Penalty: 2456.517822
	Iteration 44Q: 3 clusters Score -228550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228550.921875 Penalty: 2456.517822
	Iteration 45Q: 3 clusters Score -228550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -228552.484375 Penalty: 2456.517822
	Iteration 46Q: 3 clusters Score -228552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228553.140625 Penalty: 2456.517822
	Iteration 47Q: 3 clusters Score -228553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228553.140625 Penalty: 2456.517822
	Iteration 48F: 3 clusters Score -228553.1 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: -42863.195312 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -42863.2 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 198 members 
Entering Unmasked Estep 
Score: -41901.359375 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -41901.36 nChanged 78
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: -42024.980469 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -42024.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42079.457031 Penalty: 1961.531494
	Iteration 2Q: 3 clusters Score -42079.46 nChanged 18
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: -42119.902344 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -42119.9 nChanged 6
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: -42133.328125 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -42133.33 nChanged 2
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: -42136.832031 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -42136.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42153.808594 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -42153.81 nChanged 4
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: -42162.199219 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -42162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42165.902344 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -42165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42168.945312 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -42168.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42171.441406 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -42171.44 nChanged 1
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: -42173.910156 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -42173.91 nChanged 2
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: -42178.539062 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -42178.54 nChanged 2
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: -42184.125000 Penalty: 1961.531494
	Iteration 13Q: 3 clusters Score -42184.12 nChanged 2
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: -42186.316406 Penalty: 1961.531494
	Iteration 14Q: 3 clusters Score -42186.32 nChanged 0
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: -42186.316406 Penalty: 1961.531494
	Iteration 15F: 3 clusters Score -42186.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -857952.750000 Penalty: 1438.418579
	Iteration 0F: 2 clusters Score -857952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -852722.250000 Penalty: 2876.837158
	Iteration 0F: 3 clusters Score -852722.2 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -854319.375000 Penalty: 2876.837158
	Iteration 1F: 3 clusters Score -854319.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -854606.437500 Penalty: 2876.837158
	Iteration 2F: 3 clusters Score -854606.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -854904.062500 Penalty: 2876.837158
	Iteration 3F: 3 clusters Score -854904.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -855265.875000 Penalty: 2876.837158
	Iteration 4F: 3 clusters Score -855265.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -855676.687500 Penalty: 2876.837158
	Iteration 5F: 3 clusters Score -855676.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -856128.750000 Penalty: 2876.837158
	Iteration 6F: 3 clusters Score -856128.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -856497.625000 Penalty: 2876.837158
	Iteration 7F: 3 clusters Score -856497.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -856730.875000 Penalty: 2876.837158
	Iteration 8Q: 3 clusters Score -856730.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -856867.875000 Penalty: 2876.837158
	Iteration 9Q: 3 clusters Score -856867.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -856934.687500 Penalty: 2876.837158
	Iteration 10Q: 3 clusters Score -856934.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -856970.875000 Penalty: 2876.837158
	Iteration 11Q: 3 clusters Score -856970.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -856997.687500 Penalty: 2876.837158
	Iteration 12Q: 3 clusters Score -856997.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -857016.062500 Penalty: 2876.837158
	Iteration 13Q: 3 clusters Score -857016.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -857032.562500 Penalty: 2876.837158
	Iteration 14Q: 3 clusters Score -857032.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -857045.125000 Penalty: 2876.837158
	Iteration 15Q: 3 clusters Score -857045.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -857055.312500 Penalty: 2876.837158
	Iteration 16Q: 3 clusters Score -857055.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -857061.375000 Penalty: 2876.837158
	Iteration 17Q: 3 clusters Score -857061.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -857066.062500 Penalty: 2876.837158
	Iteration 18Q: 3 clusters Score -857066.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -857068.625000 Penalty: 2876.837158
	Iteration 19Q: 3 clusters Score -857068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -857073.500000 Penalty: 2876.837158
	Iteration 20F: 3 clusters Score -857073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -857072.437500 Penalty: 2876.837158
	Iteration 21Q: 3 clusters Score -857072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -857073.937500 Penalty: 2876.837158
	Iteration 22Q: 3 clusters Score -857073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -857074.875000 Penalty: 2876.837158
	Iteration 23Q: 3 clusters Score -857074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -857075.437500 Penalty: 2876.837158
	Iteration 24Q: 3 clusters Score -857075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -857076.000000 Penalty: 2876.837158
	Iteration 25Q: 3 clusters Score -857076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -857079.687500 Penalty: 2876.837158
	Iteration 26Q: 3 clusters Score -857079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -857080.687500 Penalty: 2876.837158
	Iteration 27Q: 3 clusters Score -857080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -857081.812500 Penalty: 2876.837158
	Iteration 28Q: 3 clusters Score -857081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -857081.937500 Penalty: 2876.837158
	Iteration 29Q: 3 clusters Score -857081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -857081.812500 Penalty: 2876.837158
	Iteration 30Q: 3 clusters Score -857081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -857081.812500 Penalty: 2876.837158
	Iteration 31Q: 3 clusters Score -857081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -857081.125000 Penalty: 2876.837158
	Iteration 32Q: 3 clusters Score -857081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -857081.125000 Penalty: 2876.837158
	Iteration 33F: 3 clusters Score -857081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -2825985.750000 Penalty: 1633.112427
	Iteration 0F: 2 clusters Score -2825986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2810309.000000 Penalty: 3266.224854
	Iteration 0F: 3 clusters Score -2810309 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2816143.250000 Penalty: 3266.224854
	Iteration 1F: 3 clusters Score -2816143 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2816560.250000 Penalty: 3266.224854
	Iteration 2Q: 3 clusters Score -2816560 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2817044.250000 Penalty: 3266.224854
	Iteration 3Q: 3 clusters Score -2817044 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2817551.250000 Penalty: 3266.224854
	Iteration 4Q: 3 clusters Score -2817551 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2818179.500000 Penalty: 3266.224854
	Iteration 5Q: 3 clusters Score -2818180 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2818949.750000 Penalty: 3266.224854
	Iteration 6F: 3 clusters Score -2818950 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2819715.500000 Penalty: 3266.224854
	Iteration 7F: 3 clusters Score -2819716 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2820425.000000 Penalty: 3266.224854
	Iteration 8Q: 3 clusters Score -2820425 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2821063.750000 Penalty: 3266.224854
	Iteration 9Q: 3 clusters Score -2821064 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2821587.250000 Penalty: 3266.224854
	Iteration 10Q: 3 clusters Score -2821587 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2821927.500000 Penalty: 3266.224854
	Iteration 11Q: 3 clusters Score -2821928 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2822159.000000 Penalty: 3266.224854
	Iteration 12Q: 3 clusters Score -2822159 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2822368.500000 Penalty: 3266.224854
	Iteration 13Q: 3 clusters Score -2822368 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2822558.000000 Penalty: 3266.224854
	Iteration 14Q: 3 clusters Score -2822558 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2822736.750000 Penalty: 3266.224854
	Iteration 15Q: 3 clusters Score -2822737 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2822913.000000 Penalty: 3266.224854
	Iteration 16Q: 3 clusters Score -2822913 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2823119.000000 Penalty: 3266.224854
	Iteration 17Q: 3 clusters Score -2823119 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2823295.500000 Penalty: 3266.224854
	Iteration 18Q: 3 clusters Score -2823296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2823463.750000 Penalty: 3266.224854
	Iteration 19Q: 3 clusters Score -2823464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2823618.750000 Penalty: 3266.224854
	Iteration 20F: 3 clusters Score -2823619 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2823777.500000 Penalty: 3266.224854
	Iteration 21Q: 3 clusters Score -2823778 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2823916.000000 Penalty: 3266.224854
	Iteration 22Q: 3 clusters Score -2823916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2824053.250000 Penalty: 3266.224854
	Iteration 23Q: 3 clusters Score -2824053 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2824149.250000 Penalty: 3266.224854
	Iteration 24Q: 3 clusters Score -2824149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2824242.250000 Penalty: 3266.224854
	Iteration 25Q: 3 clusters Score -2824242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2824311.250000 Penalty: 3266.224854
	Iteration 26Q: 3 clusters Score -2824311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2824375.750000 Penalty: 3266.224854
	Iteration 27Q: 3 clusters Score -2824376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2824419.250000 Penalty: 3266.224854
	Iteration 28Q: 3 clusters Score -2824419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2824463.750000 Penalty: 3266.224854
	Iteration 29Q: 3 clusters Score -2824464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2824490.000000 Penalty: 3266.224854
	Iteration 30Q: 3 clusters Score -2824490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2824515.250000 Penalty: 3266.224854
	Iteration 31Q: 3 clusters Score -2824515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2824542.250000 Penalty: 3266.224854
	Iteration 32Q: 3 clusters Score -2824542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2824575.000000 Penalty: 3266.224854
	Iteration 33Q: 3 clusters Score -2824575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2824595.000000 Penalty: 3266.224854
	Iteration 34Q: 3 clusters Score -2824595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2824611.250000 Penalty: 3266.224854
	Iteration 35Q: 3 clusters Score -2824611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2824628.500000 Penalty: 3266.224854
	Iteration 36Q: 3 clusters Score -2824628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2824646.250000 Penalty: 3266.224854
	Iteration 37Q: 3 clusters Score -2824646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2824652.500000 Penalty: 3266.224854
	Iteration 38Q: 3 clusters Score -2824652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2824655.000000 Penalty: 3266.224854
	Iteration 39Q: 3 clusters Score -2824655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2824662.250000 Penalty: 3266.224854
	Iteration 40F: 3 clusters Score -2824662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2824669.250000 Penalty: 3266.224854
	Iteration 41Q: 3 clusters Score -2824669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2824677.750000 Penalty: 3266.224854
	Iteration 42Q: 3 clusters Score -2824678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2824689.500000 Penalty: 3266.224854
	Iteration 43Q: 3 clusters Score -2824690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2824700.250000 Penalty: 3266.224854
	Iteration 44Q: 3 clusters Score -2824700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2824709.750000 Penalty: 3266.224854
	Iteration 45Q: 3 clusters Score -2824710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2824714.000000 Penalty: 3266.224854
	Iteration 46Q: 3 clusters Score -2824714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2824721.250000 Penalty: 3266.224854
	Iteration 47Q: 3 clusters Score -2824721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2824728.000000 Penalty: 3266.224854
	Iteration 48Q: 3 clusters Score -2824728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2824732.250000 Penalty: 3266.224854
	Iteration 49Q: 3 clusters Score -2824732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2824735.500000 Penalty: 3266.224854
	Iteration 50Q: 3 clusters Score -2824736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2824745.000000 Penalty: 3266.224854
	Iteration 51Q: 3 clusters Score -2824745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2824751.000000 Penalty: 3266.224854
	Iteration 52Q: 3 clusters Score -2824751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2824751.250000 Penalty: 3266.224854
	Iteration 53Q: 3 clusters Score -2824751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2824765.750000 Penalty: 3266.224854
	Iteration 54Q: 3 clusters Score -2824766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2824771.500000 Penalty: 3266.224854
	Iteration 55Q: 3 clusters Score -2824772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2824778.750000 Penalty: 3266.224854
	Iteration 56Q: 3 clusters Score -2824779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2824781.250000 Penalty: 3266.224854
	Iteration 57Q: 3 clusters Score -2824781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2824788.500000 Penalty: 3266.224854
	Iteration 58Q: 3 clusters Score -2824788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2824795.250000 Penalty: 3266.224854
	Iteration 59Q: 3 clusters Score -2824795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2824797.250000 Penalty: 3266.224854
	Iteration 60F: 3 clusters Score -2824797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2824803.250000 Penalty: 3266.224854
	Iteration 61Q: 3 clusters Score -2824803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2824804.000000 Penalty: 3266.224854
	Iteration 62Q: 3 clusters Score -2824804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2824808.750000 Penalty: 3266.224854
	Iteration 63Q: 3 clusters Score -2824809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2824812.250000 Penalty: 3266.224854
	Iteration 64Q: 3 clusters Score -2824812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2824815.000000 Penalty: 3266.224854
	Iteration 65Q: 3 clusters Score -2824815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2824816.500000 Penalty: 3266.224854
	Iteration 66Q: 3 clusters Score -2824816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2824819.250000 Penalty: 3266.224854
	Iteration 67Q: 3 clusters Score -2824819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2824821.500000 Penalty: 3266.224854
	Iteration 68Q: 3 clusters Score -2824822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2824829.750000 Penalty: 3266.224854
	Iteration 69Q: 3 clusters Score -2824830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2824836.750000 Penalty: 3266.224854
	Iteration 70Q: 3 clusters Score -2824837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2824849.750000 Penalty: 3266.224854
	Iteration 71Q: 3 clusters Score -2824850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2824852.250000 Penalty: 3266.224854
	Iteration 72Q: 3 clusters Score -2824852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2824853.500000 Penalty: 3266.224854
	Iteration 73Q: 3 clusters Score -2824854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2824855.750000 Penalty: 3266.224854
	Iteration 74Q: 3 clusters Score -2824856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2824852.500000 Penalty: 3266.224854
	Iteration 75Q: 3 clusters Score -2824852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2824852.500000 Penalty: 3266.224854
	Iteration 76Q: 3 clusters Score -2824852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2824855.750000 Penalty: 3266.224854
	Iteration 77Q: 3 clusters Score -2824856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2824856.750000 Penalty: 3266.224854
	Iteration 78Q: 3 clusters Score -2824857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2824858.000000 Penalty: 3266.224854
	Iteration 79Q: 3 clusters Score -2824858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2824858.000000 Penalty: 3266.224854
	Iteration 80F: 3 clusters Score -2824858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -437424.718750 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -437424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -434226.781250 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -434226.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435077.375000 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -435077.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -435221.750000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -435221.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -435342.062500 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -435342.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -435421.125000 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -435421.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -435475.843750 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -435475.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -435525.937500 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -435525.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -435565.812500 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -435565.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -435602.875000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -435602.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -435634.406250 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -435634.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -435656.812500 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -435656.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -435687.250000 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -435687.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -435713.312500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -435713.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -435747.656250 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -435747.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -435779.562500 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -435779.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -435814.468750 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -435814.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -435839.656250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -435839.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -435879.000000 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -435879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -435922.281250 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -435922.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -435963.687500 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -435963.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436003.625000 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -436003.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -436039.375000 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -436039.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -436080.375000 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -436080.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -436113.562500 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -436113.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -436136.093750 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -436136.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -436153.656250 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -436153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -436162.937500 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -436162.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -436172.031250 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -436172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -436177.656250 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -436177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -436181.468750 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -436181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -436185.281250 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -436185.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -436193.406250 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -436193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -436201.156250 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -436201.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -436209.625000 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -436209.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -436217.312500 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -436217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -436224.718750 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -436224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -436230.656250 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -436230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -436236.437500 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -436236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -436241.218750 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -436241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -436246.156250 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -436246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -436248.406250 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -436248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -436254.218750 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -436254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -436258.593750 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -436258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -436261.250000 Penalty: 2671.980713
	Iteration 43Q: 3 clusters Score -436261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -436264.812500 Penalty: 2671.980713
	Iteration 44Q: 3 clusters Score -436264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -436267.031250 Penalty: 2671.980713
	Iteration 45Q: 3 clusters Score -436267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -436268.406250 Penalty: 2671.980713
	Iteration 46Q: 3 clusters Score -436268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -436269.406250 Penalty: 2671.980713
	Iteration 47Q: 3 clusters Score -436269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -436269.625000 Penalty: 2671.980713
	Iteration 48Q: 3 clusters Score -436269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -436269.625000 Penalty: 2671.980713
	Iteration 49F: 3 clusters Score -436269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 138773 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 14151 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 94 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 23154 members 
Mstep: Class 18 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440620.000000 Penalty: 34291.625000
Iteration 239F: 18 clusters Score -2.944062e+07 nChanged 0
Entering ConstructFrom: 
Score: -29440620.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1374839.750000 Penalty: 1518.214478
	Iteration 0F: 2 clusters Score -1374840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1366733.875000 Penalty: 3036.428955
	Iteration 0F: 3 clusters Score -1366734 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1369512.750000 Penalty: 3036.428955
	Iteration 1F: 3 clusters Score -1369513 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1369872.375000 Penalty: 3036.428955
	Iteration 2F: 3 clusters Score -1369872 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1370295.375000 Penalty: 3036.428955
	Iteration 3F: 3 clusters Score -1370295 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1370746.375000 Penalty: 3036.428955
	Iteration 4F: 3 clusters Score -1370746 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1371252.875000 Penalty: 3036.428955
	Iteration 5F: 3 clusters Score -1371253 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1371793.125000 Penalty: 3036.428955
	Iteration 6F: 3 clusters Score -1371793 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1372384.000000 Penalty: 3036.428955
	Iteration 7F: 3 clusters Score -1372384 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1372993.625000 Penalty: 3036.428955
	Iteration 8F: 3 clusters Score -1372994 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1373509.750000 Penalty: 3036.428955
	Iteration 9F: 3 clusters Score -1373510 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1373900.125000 Penalty: 3036.428955
	Iteration 10Q: 3 clusters Score -1373900 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1374144.750000 Penalty: 3036.428955
	Iteration 11Q: 3 clusters Score -1374145 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1374275.250000 Penalty: 3036.428955
	Iteration 12Q: 3 clusters Score -1374275 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1374341.125000 Penalty: 3036.428955
	Iteration 13Q: 3 clusters Score -1374341 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1374371.625000 Penalty: 3036.428955
	Iteration 14Q: 3 clusters Score -1374372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1374391.125000 Penalty: 3036.428955
	Iteration 15Q: 3 clusters Score -1374391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1374405.000000 Penalty: 3036.428955
	Iteration 16Q: 3 clusters Score -1374405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1374415.875000 Penalty: 3036.428955
	Iteration 17Q: 3 clusters Score -1374416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1374429.875000 Penalty: 3036.428955
	Iteration 18Q: 3 clusters Score -1374430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1374431.500000 Penalty: 3036.428955
	Iteration 19Q: 3 clusters Score -1374432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1374437.500000 Penalty: 3036.428955
	Iteration 20F: 3 clusters Score -1374438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1374444.250000 Penalty: 3036.428955
	Iteration 21Q: 3 clusters Score -1374444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1374447.625000 Penalty: 3036.428955
	Iteration 22Q: 3 clusters Score -1374448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1374451.875000 Penalty: 3036.428955
	Iteration 23Q: 3 clusters Score -1374452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1374450.875000 Penalty: 3036.428955
	Iteration 24Q: 3 clusters Score -1374451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1374451.000000 Penalty: 3036.428955
	Iteration 25Q: 3 clusters Score -1374451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1374452.375000 Penalty: 3036.428955
	Iteration 26Q: 3 clusters Score -1374452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1374459.125000 Penalty: 3036.428955
	Iteration 27Q: 3 clusters Score -1374459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1374456.375000 Penalty: 3036.428955
	Iteration 28Q: 3 clusters Score -1374456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1374457.750000 Penalty: 3036.428955
	Iteration 29Q: 3 clusters Score -1374458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1374455.375000 Penalty: 3036.428955
	Iteration 30Q: 3 clusters Score -1374455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1374457.750000 Penalty: 3036.428955
	Iteration 31Q: 3 clusters Score -1374458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1374459.000000 Penalty: 3036.428955
	Iteration 32Q: 3 clusters Score -1374459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1374460.125000 Penalty: 3036.428955
	Iteration 33Q: 3 clusters Score -1374460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1374459.375000 Penalty: 3036.428955
	Iteration 34Q: 3 clusters Score -1374459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1374460.000000 Penalty: 3036.428955
	Iteration 35Q: 3 clusters Score -1374460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1374461.125000 Penalty: 3036.428955
	Iteration 36Q: 3 clusters Score -1374461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1374460.625000 Penalty: 3036.428955
	Iteration 37Q: 3 clusters Score -1374461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1374459.500000 Penalty: 3036.428955
	Iteration 38Q: 3 clusters Score -1374460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1374459.500000 Penalty: 3036.428955
	Iteration 39Q: 3 clusters Score -1374460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1374459.625000 Penalty: 3036.428955
	Iteration 40F: 3 clusters Score -1374460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Entering Unmasked Estep 
Score: -2182277.500000 Penalty: 1595.147827
	Iteration 0F: 2 clusters Score -2182278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2169720.000000 Penalty: 3190.295654
	Iteration 0F: 3 clusters Score -2169720 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2174197.000000 Penalty: 3190.295654
	Iteration 1F: 3 clusters Score -2174197 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2174531.500000 Penalty: 3190.295654
	Iteration 2Q: 3 clusters Score -2174532 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2174859.250000 Penalty: 3190.295654
	Iteration 3Q: 3 clusters Score -2174859 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2175252.250000 Penalty: 3190.295654
	Iteration 4Q: 3 clusters Score -2175252 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2175736.000000 Penalty: 3190.295654
	Iteration 5F: 3 clusters Score -2175736 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2176302.250000 Penalty: 3190.295654
	Iteration 6F: 3 clusters Score -2176302 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2177030.500000 Penalty: 3190.295654
	Iteration 7F: 3 clusters Score -2177030 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2177922.250000 Penalty: 3190.295654
	Iteration 8F: 3 clusters Score -2177922 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2178844.000000 Penalty: 3190.295654
	Iteration 9F: 3 clusters Score -2178844 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2179648.000000 Penalty: 3190.295654
	Iteration 10F: 3 clusters Score -2179648 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2180151.750000 Penalty: 3190.295654
	Iteration 11Q: 3 clusters Score -2180152 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2180486.250000 Penalty: 3190.295654
	Iteration 12Q: 3 clusters Score -2180486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2180663.000000 Penalty: 3190.295654
	Iteration 13Q: 3 clusters Score -2180663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2180750.250000 Penalty: 3190.295654
	Iteration 14Q: 3 clusters Score -2180750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2180787.500000 Penalty: 3190.295654
	Iteration 15Q: 3 clusters Score -2180788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2180817.000000 Penalty: 3190.295654
	Iteration 16Q: 3 clusters Score -2180817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2180832.000000 Penalty: 3190.295654
	Iteration 17Q: 3 clusters Score -2180832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2180856.500000 Penalty: 3190.295654
	Iteration 18Q: 3 clusters Score -2180856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2180872.500000 Penalty: 3190.295654
	Iteration 19Q: 3 clusters Score -2180872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2180882.000000 Penalty: 3190.295654
	Iteration 20F: 3 clusters Score -2180882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2180884.250000 Penalty: 3190.295654
	Iteration 21Q: 3 clusters Score -2180884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2180889.750000 Penalty: 3190.295654
	Iteration 22Q: 3 clusters Score -2180890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2180892.250000 Penalty: 3190.295654
	Iteration 23Q: 3 clusters Score -2180892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2180901.250000 Penalty: 3190.295654
	Iteration 24Q: 3 clusters Score -2180901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2180914.250000 Penalty: 3190.295654
	Iteration 25Q: 3 clusters Score -2180914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2180919.250000 Penalty: 3190.295654
	Iteration 26Q: 3 clusters Score -2180919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2180919.250000 Penalty: 3190.295654
	Iteration 27Q: 3 clusters Score -2180919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2180921.750000 Penalty: 3190.295654
	Iteration 28Q: 3 clusters Score -2180922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2180921.750000 Penalty: 3190.295654
	Iteration 29F: 3 clusters Score -2180922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -269741.843750 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -269741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -267458.718750 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -267458.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -267945.875000 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -267945.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -268057.375000 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -268057.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -268112.875000 Penalty: 2509.870361
	Iteration 3Q: 3 clusters Score -268112.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268149.531250 Penalty: 2509.870361
	Iteration 4Q: 3 clusters Score -268149.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268174.062500 Penalty: 2509.870361
	Iteration 5Q: 3 clusters Score -268174.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268192.906250 Penalty: 2509.870361
	Iteration 6Q: 3 clusters Score -268192.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268206.343750 Penalty: 2509.870361
	Iteration 7Q: 3 clusters Score -268206.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268223.562500 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -268223.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268240.375000 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -268240.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -268259.781250 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -268259.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -268272.781250 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -268272.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -268282.937500 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -268282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -268288.937500 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -268288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268292.031250 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -268292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268294.531250 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -268294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268296.187500 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -268296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -268297.968750 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -268298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -268300.000000 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -268300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -268302.531250 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -268302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -268305.562500 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -268305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -268308.875000 Penalty: 2509.870361
	Iteration 21Q: 3 clusters Score -268308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268313.281250 Penalty: 2509.870361
	Iteration 22Q: 3 clusters Score -268313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -268317.000000 Penalty: 2509.870361
	Iteration 23Q: 3 clusters Score -268317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -268321.906250 Penalty: 2509.870361
	Iteration 24Q: 3 clusters Score -268321.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268327.375000 Penalty: 2509.870361
	Iteration 25Q: 3 clusters Score -268327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268331.625000 Penalty: 2509.870361
	Iteration 26Q: 3 clusters Score -268331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -268336.281250 Penalty: 2509.870361
	Iteration 27Q: 3 clusters Score -268336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -268338.781250 Penalty: 2509.870361
	Iteration 28Q: 3 clusters Score -268338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -268342.531250 Penalty: 2509.870361
	Iteration 29Q: 3 clusters Score -268342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -268343.906250 Penalty: 2509.870361
	Iteration 30Q: 3 clusters Score -268343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -268345.062500 Penalty: 2509.870361
	Iteration 31Q: 3 clusters Score -268345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -268345.968750 Penalty: 2509.870361
	Iteration 32Q: 3 clusters Score -268346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -268346.125000 Penalty: 2509.870361
	Iteration 33Q: 3 clusters Score -268346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -268348.031250 Penalty: 2509.870361
	Iteration 34Q: 3 clusters Score -268348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -268348.718750 Penalty: 2509.870361
	Iteration 35Q: 3 clusters Score -268348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -268350.468750 Penalty: 2509.870361
	Iteration 36Q: 3 clusters Score -268350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268352.437500 Penalty: 2509.870361
	Iteration 37Q: 3 clusters Score -268352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -268353.281250 Penalty: 2509.870361
	Iteration 38Q: 3 clusters Score -268353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -268354.500000 Penalty: 2509.870361
	Iteration 39Q: 3 clusters Score -268354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -268355.406250 Penalty: 2509.870361
	Iteration 40F: 3 clusters Score -268355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -268357.281250 Penalty: 2509.870361
	Iteration 41Q: 3 clusters Score -268357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268358.250000 Penalty: 2509.870361
	Iteration 42Q: 3 clusters Score -268358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268359.843750 Penalty: 2509.870361
	Iteration 43Q: 3 clusters Score -268359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -268360.875000 Penalty: 2509.870361
	Iteration 44Q: 3 clusters Score -268360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -268361.031250 Penalty: 2509.870361
	Iteration 45Q: 3 clusters Score -268361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268362.000000 Penalty: 2509.870361
	Iteration 46Q: 3 clusters Score -268362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -268362.718750 Penalty: 2509.870361
	Iteration 47Q: 3 clusters Score -268362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -268365.125000 Penalty: 2509.870361
	Iteration 48Q: 3 clusters Score -268365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -268367.781250 Penalty: 2509.870361
	Iteration 49Q: 3 clusters Score -268367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268371.437500 Penalty: 2509.870361
	Iteration 50Q: 3 clusters Score -268371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -268376.531250 Penalty: 2509.870361
	Iteration 51Q: 3 clusters Score -268376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -268381.062500 Penalty: 2509.870361
	Iteration 52Q: 3 clusters Score -268381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -268387.593750 Penalty: 2509.870361
	Iteration 53Q: 3 clusters Score -268387.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -268395.937500 Penalty: 2509.870361
	Iteration 54Q: 3 clusters Score -268395.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -268405.906250 Penalty: 2509.870361
	Iteration 55Q: 3 clusters Score -268405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -268417.531250 Penalty: 2509.870361
	Iteration 56Q: 3 clusters Score -268417.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -268428.468750 Penalty: 2509.870361
	Iteration 57Q: 3 clusters Score -268428.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -268438.937500 Penalty: 2509.870361
	Iteration 58Q: 3 clusters Score -268438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -268449.906250 Penalty: 2509.870361
	Iteration 59Q: 3 clusters Score -268449.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -268466.687500 Penalty: 2509.870361
	Iteration 60F: 3 clusters Score -268466.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -268479.093750 Penalty: 2509.870361
	Iteration 61Q: 3 clusters Score -268479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -268488.437500 Penalty: 2509.870361
	Iteration 62Q: 3 clusters Score -268488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -268494.750000 Penalty: 2509.870361
	Iteration 63Q: 3 clusters Score -268494.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -268508.375000 Penalty: 2509.870361
	Iteration 64Q: 3 clusters Score -268508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -268524.437500 Penalty: 2509.870361
	Iteration 65Q: 3 clusters Score -268524.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -268548.812500 Penalty: 2509.870361
	Iteration 66Q: 3 clusters Score -268548.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -268577.781250 Penalty: 2509.870361
	Iteration 67Q: 3 clusters Score -268577.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -268604.968750 Penalty: 2509.870361
	Iteration 68Q: 3 clusters Score -268605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -268631.718750 Penalty: 2509.870361
	Iteration 69Q: 3 clusters Score -268631.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -268652.937500 Penalty: 2509.870361
	Iteration 70Q: 3 clusters Score -268652.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268670.781250 Penalty: 2509.870361
	Iteration 71Q: 3 clusters Score -268670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268678.250000 Penalty: 2509.870361
	Iteration 72Q: 3 clusters Score -268678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268683.500000 Penalty: 2509.870361
	Iteration 73Q: 3 clusters Score -268683.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -268691.000000 Penalty: 2509.870361
	Iteration 74Q: 3 clusters Score -268691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -268693.687500 Penalty: 2509.870361
	Iteration 75Q: 3 clusters Score -268693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -268697.312500 Penalty: 2509.870361
	Iteration 76Q: 3 clusters Score -268697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -268701.312500 Penalty: 2509.870361
	Iteration 77Q: 3 clusters Score -268701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -268705.000000 Penalty: 2509.870361
	Iteration 78Q: 3 clusters Score -268705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -268705.656250 Penalty: 2509.870361
	Iteration 79Q: 3 clusters Score -268705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268706.218750 Penalty: 2509.870361
	Iteration 80F: 3 clusters Score -268706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -836180.250000 Penalty: 1432.955200
	Iteration 0F: 2 clusters Score -836180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -831131.625000 Penalty: 2865.910400
	Iteration 0F: 3 clusters Score -831131.6 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -832665.937500 Penalty: 2865.910400
	Iteration 1F: 3 clusters Score -832665.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -832909.250000 Penalty: 2865.910400
	Iteration 2F: 3 clusters Score -832909.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -833096.500000 Penalty: 2865.910400
	Iteration 3F: 3 clusters Score -833096.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -833304.187500 Penalty: 2865.910400
	Iteration 4F: 3 clusters Score -833304.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -833537.937500 Penalty: 2865.910400
	Iteration 5F: 3 clusters Score -833537.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -833795.500000 Penalty: 2865.910400
	Iteration 6F: 3 clusters Score -833795.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -834031.937500 Penalty: 2865.910400
	Iteration 7Q: 3 clusters Score -834031.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -834277.437500 Penalty: 2865.910400
	Iteration 8Q: 3 clusters Score -834277.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -834483.812500 Penalty: 2865.910400
	Iteration 9Q: 3 clusters Score -834483.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -834624.750000 Penalty: 2865.910400
	Iteration 10Q: 3 clusters Score -834624.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -834736.437500 Penalty: 2865.910400
	Iteration 11Q: 3 clusters Score -834736.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -834808.562500 Penalty: 2865.910400
	Iteration 12Q: 3 clusters Score -834808.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -834853.312500 Penalty: 2865.910400
	Iteration 13Q: 3 clusters Score -834853.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -834891.250000 Penalty: 2865.910400
	Iteration 14Q: 3 clusters Score -834891.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -834912.750000 Penalty: 2865.910400
	Iteration 15Q: 3 clusters Score -834912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -834924.437500 Penalty: 2865.910400
	Iteration 16Q: 3 clusters Score -834924.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -834933.375000 Penalty: 2865.910400
	Iteration 17Q: 3 clusters Score -834933.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -834945.562500 Penalty: 2865.910400
	Iteration 18Q: 3 clusters Score -834945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -834953.312500 Penalty: 2865.910400
	Iteration 19Q: 3 clusters Score -834953.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -834964.687500 Penalty: 2865.910400
	Iteration 20F: 3 clusters Score -834964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -834970.187500 Penalty: 2865.910400
	Iteration 21Q: 3 clusters Score -834970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -834977.750000 Penalty: 2865.910400
	Iteration 22Q: 3 clusters Score -834977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -834984.812500 Penalty: 2865.910400
	Iteration 23Q: 3 clusters Score -834984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -834988.250000 Penalty: 2865.910400
	Iteration 24Q: 3 clusters Score -834988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -834988.812500 Penalty: 2865.910400
	Iteration 25Q: 3 clusters Score -834988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -834989.000000 Penalty: 2865.910400
	Iteration 26Q: 3 clusters Score -834989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -834989.812500 Penalty: 2865.910400
	Iteration 27Q: 3 clusters Score -834989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -834989.812500 Penalty: 2865.910400
	Iteration 28F: 3 clusters Score -834989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138773 members 
Entering Unmasked Estep 
Score: -16827476.000000 Penalty: 1924.096680
	Iteration 0F: 2 clusters Score -1.682748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -16739494.000000 Penalty: 3848.193359
	Iteration 0F: 3 clusters Score -1.673949e+07 nChanged 66786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -16780660.000000 Penalty: 3848.193359
	Iteration 1F: 3 clusters Score -1.678066e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -16782916.000000 Penalty: 3848.193359
	Iteration 2Q: 3 clusters Score -1.678292e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -16786006.000000 Penalty: 3848.193359
	Iteration 3F: 3 clusters Score -1.678601e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -16790288.000000 Penalty: 3848.193359
	Iteration 4F: 3 clusters Score -1.679029e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -16796198.000000 Penalty: 3848.193359
	Iteration 5F: 3 clusters Score -1.67962e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -16803082.000000 Penalty: 3848.193359
	Iteration 6F: 3 clusters Score -1.680308e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 104592 members 
Entering Unmasked Estep 
Score: -16809214.000000 Penalty: 3848.193359
	Iteration 7F: 3 clusters Score -1.680921e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 108560 members 
Entering Unmasked Estep 
Score: -16813014.000000 Penalty: 3848.193359
	Iteration 8Q: 3 clusters Score -1.681301e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -16814956.000000 Penalty: 3848.193359
	Iteration 9Q: 3 clusters Score -1.681496e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -16816032.000000 Penalty: 3848.193359
	Iteration 10Q: 3 clusters Score -1.681603e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -16816774.000000 Penalty: 3848.193359
	Iteration 11Q: 3 clusters Score -1.681677e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -16817576.000000 Penalty: 3848.193359
	Iteration 12Q: 3 clusters Score -1.681758e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -16818462.000000 Penalty: 3848.193359
	Iteration 13Q: 3 clusters Score -1.681846e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -16819406.000000 Penalty: 3848.193359
	Iteration 14Q: 3 clusters Score -1.681941e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -16820306.000000 Penalty: 3848.193359
	Iteration 15Q: 3 clusters Score -1.682031e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -16821064.000000 Penalty: 3848.193359
	Iteration 16Q: 3 clusters Score -1.682106e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -16821674.000000 Penalty: 3848.193359
	Iteration 17Q: 3 clusters Score -1.682167e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -16822424.000000 Penalty: 3848.193359
	Iteration 18Q: 3 clusters Score -1.682242e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 130696 members 
Entering Unmasked Estep 
Score: -16823114.000000 Penalty: 3848.193359
	Iteration 19Q: 3 clusters Score -1.682311e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 131778 members 
Entering Unmasked Estep 
Score: -16823696.000000 Penalty: 3848.193359
	Iteration 20F: 3 clusters Score -1.68237e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 132707 members 
Entering Unmasked Estep 
Score: -16824264.000000 Penalty: 3848.193359
	Iteration 21Q: 3 clusters Score -1.682426e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 133488 members 
Entering Unmasked Estep 
Score: -16824706.000000 Penalty: 3848.193359
	Iteration 22Q: 3 clusters Score -1.682471e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 134125 members 
Entering Unmasked Estep 
Score: -16825036.000000 Penalty: 3848.193359
	Iteration 23Q: 3 clusters Score -1.682504e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 134669 members 
Entering Unmasked Estep 
Score: -16825356.000000 Penalty: 3848.193359
	Iteration 24Q: 3 clusters Score -1.682536e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -16825608.000000 Penalty: 3848.193359
	Iteration 25Q: 3 clusters Score -1.682561e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -16825862.000000 Penalty: 3848.193359
	Iteration 26Q: 3 clusters Score -1.682586e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -16826086.000000 Penalty: 3848.193359
	Iteration 27Q: 3 clusters Score -1.682609e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -16826290.000000 Penalty: 3848.193359
	Iteration 28Q: 3 clusters Score -1.682629e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -16826460.000000 Penalty: 3848.193359
	Iteration 29Q: 3 clusters Score -1.682646e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 136468 members 
Entering Unmasked Estep 
Score: -16826570.000000 Penalty: 3848.193359
	Iteration 30Q: 3 clusters Score -1.682657e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -16826608.000000 Penalty: 3848.193359
	Iteration 31Q: 3 clusters Score -1.682661e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -16826676.000000 Penalty: 3848.193359
	Iteration 32Q: 3 clusters Score -1.682668e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -16826768.000000 Penalty: 3848.193359
	Iteration 33Q: 3 clusters Score -1.682677e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 136860 members 
Entering Unmasked Estep 
Score: -16826810.000000 Penalty: 3848.193359
	Iteration 34Q: 3 clusters Score -1.682681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 136911 members 
Entering Unmasked Estep 
Score: -16826828.000000 Penalty: 3848.193359
	Iteration 35Q: 3 clusters Score -1.682683e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -16826850.000000 Penalty: 3848.193359
	Iteration 36Q: 3 clusters Score -1.682685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -16826880.000000 Penalty: 3848.193359
	Iteration 37Q: 3 clusters Score -1.682688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 136983 members 
Entering Unmasked Estep 
Score: -16826896.000000 Penalty: 3848.193359
	Iteration 38Q: 3 clusters Score -1.68269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 137008 members 
Entering Unmasked Estep 
Score: -16826886.000000 Penalty: 3848.193359
	Iteration 39Q: 3 clusters Score -1.682689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -16826896.000000 Penalty: 3848.193359
	Iteration 40F: 3 clusters Score -1.68269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 137028 members 
Entering Unmasked Estep 
Score: -16826896.000000 Penalty: 3848.193359
	Iteration 41Q: 3 clusters Score -1.68269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -16826876.000000 Penalty: 3848.193359
	Iteration 42Q: 3 clusters Score -1.682688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -16826884.000000 Penalty: 3848.193359
	Iteration 43Q: 3 clusters Score -1.682688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -16826882.000000 Penalty: 3848.193359
	Iteration 44Q: 3 clusters Score -1.682688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -16826884.000000 Penalty: 3848.193359
	Iteration 45Q: 3 clusters Score -1.682688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -16826874.000000 Penalty: 3848.193359
	Iteration 46Q: 3 clusters Score -1.682687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -16826888.000000 Penalty: 3848.193359
	Iteration 47Q: 3 clusters Score -1.682689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 137086 members 
Entering Unmasked Estep 
Score: -16826886.000000 Penalty: 3848.193359
	Iteration 48Q: 3 clusters Score -1.682689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -16826880.000000 Penalty: 3848.193359
	Iteration 49Q: 3 clusters Score -1.682688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 137098 members 
Entering Unmasked Estep 
Score: -16826874.000000 Penalty: 3848.193359
	Iteration 50Q: 3 clusters Score -1.682687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -16826872.000000 Penalty: 3848.193359
	Iteration 51Q: 3 clusters Score -1.682687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -16826868.000000 Penalty: 3848.193359
	Iteration 52Q: 3 clusters Score -1.682687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 137101 members 
Entering Unmasked Estep 
Score: -16826868.000000 Penalty: 3848.193359
	Iteration 53F: 3 clusters Score -1.682687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -141187.546875 Penalty: 1155.355469
	Iteration 0F: 2 clusters Score -141187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139656.796875 Penalty: 2310.710938
	Iteration 0F: 3 clusters Score -139656.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139932.171875 Penalty: 2310.710938
	Iteration 1F: 3 clusters Score -139932.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139999.328125 Penalty: 2310.710938
	Iteration 2F: 3 clusters Score -139999.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140039.609375 Penalty: 2310.710938
	Iteration 3Q: 3 clusters Score -140039.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140054.656250 Penalty: 2310.710938
	Iteration 4Q: 3 clusters Score -140054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140064.937500 Penalty: 2310.710938
	Iteration 5Q: 3 clusters Score -140064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140074.593750 Penalty: 2310.710938
	Iteration 6Q: 3 clusters Score -140074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140077.234375 Penalty: 2310.710938
	Iteration 7Q: 3 clusters Score -140077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140077.281250 Penalty: 2310.710938
	Iteration 8Q: 3 clusters Score -140077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140077.281250 Penalty: 2310.710938
	Iteration 9F: 3 clusters Score -140077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43114.710938 Penalty: 928.481567
	Iteration 0F: 2 clusters Score -43114.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42206.546875 Penalty: 1856.963135
	Iteration 0F: 3 clusters Score -42206.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42315.707031 Penalty: 1856.963135
	Iteration 1F: 3 clusters Score -42315.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42347.503906 Penalty: 1856.963135
	Iteration 2Q: 3 clusters Score -42347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42361.175781 Penalty: 1856.963135
	Iteration 3Q: 3 clusters Score -42361.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42364.242188 Penalty: 1856.963135
	Iteration 4Q: 3 clusters Score -42364.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42364.242188 Penalty: 1856.963135
	Iteration 5F: 3 clusters Score -42364.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Entering Unmasked Estep 
Score: -1781614.750000 Penalty: 1553.100342
	Iteration 0F: 2 clusters Score -1781615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1771253.750000 Penalty: 3106.200684
	Iteration 0F: 3 clusters Score -1771254 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1774703.875000 Penalty: 3106.200684
	Iteration 1F: 3 clusters Score -1774704 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1775260.375000 Penalty: 3106.200684
	Iteration 2F: 3 clusters Score -1775260 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1775737.625000 Penalty: 3106.200684
	Iteration 3F: 3 clusters Score -1775738 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1776204.625000 Penalty: 3106.200684
	Iteration 4F: 3 clusters Score -1776205 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1776724.500000 Penalty: 3106.200684
	Iteration 5F: 3 clusters Score -1776724 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1777320.125000 Penalty: 3106.200684
	Iteration 6F: 3 clusters Score -1777320 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1777934.250000 Penalty: 3106.200684
	Iteration 7F: 3 clusters Score -1777934 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1778518.750000 Penalty: 3106.200684
	Iteration 8F: 3 clusters Score -1778519 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1778955.875000 Penalty: 3106.200684
	Iteration 9Q: 3 clusters Score -1778956 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1779273.000000 Penalty: 3106.200684
	Iteration 10Q: 3 clusters Score -1779273 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1779478.125000 Penalty: 3106.200684
	Iteration 11Q: 3 clusters Score -1779478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1779621.875000 Penalty: 3106.200684
	Iteration 12Q: 3 clusters Score -1779622 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1779735.625000 Penalty: 3106.200684
	Iteration 13Q: 3 clusters Score -1779736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1779829.625000 Penalty: 3106.200684
	Iteration 14Q: 3 clusters Score -1779830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1779901.625000 Penalty: 3106.200684
	Iteration 15Q: 3 clusters Score -1779902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1779948.000000 Penalty: 3106.200684
	Iteration 16Q: 3 clusters Score -1779948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1779991.375000 Penalty: 3106.200684
	Iteration 17Q: 3 clusters Score -1779991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1780028.500000 Penalty: 3106.200684
	Iteration 18Q: 3 clusters Score -1780028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1780073.125000 Penalty: 3106.200684
	Iteration 19Q: 3 clusters Score -1780073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1780111.625000 Penalty: 3106.200684
	Iteration 20F: 3 clusters Score -1780112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1780148.000000 Penalty: 3106.200684
	Iteration 21Q: 3 clusters Score -1780148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1780180.375000 Penalty: 3106.200684
	Iteration 22Q: 3 clusters Score -1780180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1780203.625000 Penalty: 3106.200684
	Iteration 23Q: 3 clusters Score -1780204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1780232.125000 Penalty: 3106.200684
	Iteration 24Q: 3 clusters Score -1780232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1780246.875000 Penalty: 3106.200684
	Iteration 25Q: 3 clusters Score -1780247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1780255.500000 Penalty: 3106.200684
	Iteration 26Q: 3 clusters Score -1780256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1780261.500000 Penalty: 3106.200684
	Iteration 27Q: 3 clusters Score -1780262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1780265.625000 Penalty: 3106.200684
	Iteration 28Q: 3 clusters Score -1780266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1780264.625000 Penalty: 3106.200684
	Iteration 29Q: 3 clusters Score -1780265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1780268.000000 Penalty: 3106.200684
	Iteration 30Q: 3 clusters Score -1780268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1780269.000000 Penalty: 3106.200684
	Iteration 31Q: 3 clusters Score -1780269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1780270.500000 Penalty: 3106.200684
	Iteration 32Q: 3 clusters Score -1780270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1780275.750000 Penalty: 3106.200684
	Iteration 33Q: 3 clusters Score -1780276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1780274.875000 Penalty: 3106.200684
	Iteration 34Q: 3 clusters Score -1780275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1780275.750000 Penalty: 3106.200684
	Iteration 35Q: 3 clusters Score -1780276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1780278.125000 Penalty: 3106.200684
	Iteration 36Q: 3 clusters Score -1780278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1780280.625000 Penalty: 3106.200684
	Iteration 37Q: 3 clusters Score -1780281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1780282.250000 Penalty: 3106.200684
	Iteration 38Q: 3 clusters Score -1780282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1780283.625000 Penalty: 3106.200684
	Iteration 39Q: 3 clusters Score -1780284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1780283.750000 Penalty: 3106.200684
	Iteration 40F: 3 clusters Score -1780284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1780286.750000 Penalty: 3106.200684
	Iteration 41Q: 3 clusters Score -1780287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1780289.375000 Penalty: 3106.200684
	Iteration 42Q: 3 clusters Score -1780289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1780294.875000 Penalty: 3106.200684
	Iteration 43Q: 3 clusters Score -1780295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1780297.000000 Penalty: 3106.200684
	Iteration 44Q: 3 clusters Score -1780297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1780297.000000 Penalty: 3106.200684
	Iteration 45F: 3 clusters Score -1780297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -82323.859375 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -82323.86 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 365 members 
Entering Unmasked Estep 
Score: -81103.539062 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -81103.54 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81376.523438 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -81376.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81445.187500 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -81445.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81483.468750 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -81483.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81504.164062 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -81504.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81511.265625 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -81511.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81513.929688 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -81513.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81514.429688 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -81514.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81515.148438 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -81515.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81515.148438 Penalty: 2153.683105
	Iteration 9F: 3 clusters Score -81515.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -14263.691406 Penalty: 738.285400
	Iteration 0F: 2 clusters Score -14263.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13741.295898 Penalty: 1476.570801
	Iteration 0F: 3 clusters Score -13741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13784.305664 Penalty: 1476.570801
	Iteration 1F: 3 clusters Score -13784.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Entering Unmasked Estep 
Score: -1566824.625000 Penalty: 1536.006104
	Iteration 0F: 2 clusters Score -1566825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1557955.875000 Penalty: 3072.012207
	Iteration 0F: 3 clusters Score -1557956 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1560941.750000 Penalty: 3072.012207
	Iteration 1F: 3 clusters Score -1560942 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1561201.125000 Penalty: 3072.012207
	Iteration 2F: 3 clusters Score -1561201 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1561428.250000 Penalty: 3072.012207
	Iteration 3Q: 3 clusters Score -1561428 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1561711.250000 Penalty: 3072.012207
	Iteration 4Q: 3 clusters Score -1561711 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1562019.500000 Penalty: 3072.012207
	Iteration 5Q: 3 clusters Score -1562020 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1562378.375000 Penalty: 3072.012207
	Iteration 6F: 3 clusters Score -1562378 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1562808.625000 Penalty: 3072.012207
	Iteration 7F: 3 clusters Score -1562809 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1563286.750000 Penalty: 3072.012207
	Iteration 8F: 3 clusters Score -1563287 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1563710.000000 Penalty: 3072.012207
	Iteration 9Q: 3 clusters Score -1563710 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1564025.250000 Penalty: 3072.012207
	Iteration 10Q: 3 clusters Score -1564025 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1564251.875000 Penalty: 3072.012207
	Iteration 11Q: 3 clusters Score -1564252 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1564404.250000 Penalty: 3072.012207
	Iteration 12Q: 3 clusters Score -1564404 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1564535.250000 Penalty: 3072.012207
	Iteration 13Q: 3 clusters Score -1564535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1564650.375000 Penalty: 3072.012207
	Iteration 14Q: 3 clusters Score -1564650 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1564762.000000 Penalty: 3072.012207
	Iteration 15Q: 3 clusters Score -1564762 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1564862.125000 Penalty: 3072.012207
	Iteration 16Q: 3 clusters Score -1564862 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1564965.500000 Penalty: 3072.012207
	Iteration 17Q: 3 clusters Score -1564966 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1565062.625000 Penalty: 3072.012207
	Iteration 18Q: 3 clusters Score -1565063 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1565137.625000 Penalty: 3072.012207
	Iteration 19Q: 3 clusters Score -1565138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1565205.750000 Penalty: 3072.012207
	Iteration 20F: 3 clusters Score -1565206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1565258.250000 Penalty: 3072.012207
	Iteration 21Q: 3 clusters Score -1565258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1565290.500000 Penalty: 3072.012207
	Iteration 22Q: 3 clusters Score -1565290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1565310.750000 Penalty: 3072.012207
	Iteration 23Q: 3 clusters Score -1565311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1565334.000000 Penalty: 3072.012207
	Iteration 24Q: 3 clusters Score -1565334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1565352.750000 Penalty: 3072.012207
	Iteration 25Q: 3 clusters Score -1565353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1565371.875000 Penalty: 3072.012207
	Iteration 26Q: 3 clusters Score -1565372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1565397.875000 Penalty: 3072.012207
	Iteration 27Q: 3 clusters Score -1565398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1565412.500000 Penalty: 3072.012207
	Iteration 28Q: 3 clusters Score -1565412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1565424.500000 Penalty: 3072.012207
	Iteration 29Q: 3 clusters Score -1565424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1565438.750000 Penalty: 3072.012207
	Iteration 30Q: 3 clusters Score -1565439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1565443.125000 Penalty: 3072.012207
	Iteration 31Q: 3 clusters Score -1565443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1565450.500000 Penalty: 3072.012207
	Iteration 32Q: 3 clusters Score -1565450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1565456.375000 Penalty: 3072.012207
	Iteration 33Q: 3 clusters Score -1565456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1565458.750000 Penalty: 3072.012207
	Iteration 34Q: 3 clusters Score -1565459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1565463.375000 Penalty: 3072.012207
	Iteration 35Q: 3 clusters Score -1565463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1565469.250000 Penalty: 3072.012207
	Iteration 36Q: 3 clusters Score -1565469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1565469.000000 Penalty: 3072.012207
	Iteration 37Q: 3 clusters Score -1565469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1565469.500000 Penalty: 3072.012207
	Iteration 38Q: 3 clusters Score -1565470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1565474.750000 Penalty: 3072.012207
	Iteration 39Q: 3 clusters Score -1565475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1565481.000000 Penalty: 3072.012207
	Iteration 40F: 3 clusters Score -1565481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1565484.750000 Penalty: 3072.012207
	Iteration 41Q: 3 clusters Score -1565485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1565486.375000 Penalty: 3072.012207
	Iteration 42Q: 3 clusters Score -1565486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1565485.875000 Penalty: 3072.012207
	Iteration 43Q: 3 clusters Score -1565486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1565487.500000 Penalty: 3072.012207
	Iteration 44Q: 3 clusters Score -1565488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1565488.375000 Penalty: 3072.012207
	Iteration 45Q: 3 clusters Score -1565488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1565488.375000 Penalty: 3072.012207
	Iteration 46F: 3 clusters Score -1565488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -348007.750000 Penalty: 1302.812378
	Iteration 0F: 2 clusters Score -348007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -345257.906250 Penalty: 2605.624756
	Iteration 0F: 3 clusters Score -345257.9 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -345865.156250 Penalty: 2605.624756
	Iteration 1F: 3 clusters Score -345865.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346018.312500 Penalty: 2605.624756
	Iteration 2F: 3 clusters Score -346018.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -346089.937500 Penalty: 2605.624756
	Iteration 3Q: 3 clusters Score -346089.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -346136.906250 Penalty: 2605.624756
	Iteration 4Q: 3 clusters Score -346136.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -346166.906250 Penalty: 2605.624756
	Iteration 5Q: 3 clusters Score -346166.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -346190.906250 Penalty: 2605.624756
	Iteration 6Q: 3 clusters Score -346190.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -346204.218750 Penalty: 2605.624756
	Iteration 7Q: 3 clusters Score -346204.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -346216.343750 Penalty: 2605.624756
	Iteration 8Q: 3 clusters Score -346216.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -346227.937500 Penalty: 2605.624756
	Iteration 9Q: 3 clusters Score -346227.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -346237.062500 Penalty: 2605.624756
	Iteration 10Q: 3 clusters Score -346237.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -346245.656250 Penalty: 2605.624756
	Iteration 11Q: 3 clusters Score -346245.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -346260.312500 Penalty: 2605.624756
	Iteration 12Q: 3 clusters Score -346260.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -346279.187500 Penalty: 2605.624756
	Iteration 13Q: 3 clusters Score -346279.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346294.343750 Penalty: 2605.624756
	Iteration 14Q: 3 clusters Score -346294.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -346302.250000 Penalty: 2605.624756
	Iteration 15Q: 3 clusters Score -346302.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -346311.000000 Penalty: 2605.624756
	Iteration 16Q: 3 clusters Score -346311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -346315.062500 Penalty: 2605.624756
	Iteration 17Q: 3 clusters Score -346315.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -346320.875000 Penalty: 2605.624756
	Iteration 18Q: 3 clusters Score -346320.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -346325.312500 Penalty: 2605.624756
	Iteration 19Q: 3 clusters Score -346325.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -346328.968750 Penalty: 2605.624756
	Iteration 20F: 3 clusters Score -346329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -346333.187500 Penalty: 2605.624756
	Iteration 21Q: 3 clusters Score -346333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -346336.750000 Penalty: 2605.624756
	Iteration 22Q: 3 clusters Score -346336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -346342.093750 Penalty: 2605.624756
	Iteration 23Q: 3 clusters Score -346342.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -346347.750000 Penalty: 2605.624756
	Iteration 24Q: 3 clusters Score -346347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -346352.656250 Penalty: 2605.624756
	Iteration 25Q: 3 clusters Score -346352.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -346357.593750 Penalty: 2605.624756
	Iteration 26Q: 3 clusters Score -346357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346360.312500 Penalty: 2605.624756
	Iteration 27Q: 3 clusters Score -346360.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -346365.437500 Penalty: 2605.624756
	Iteration 28Q: 3 clusters Score -346365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -346369.437500 Penalty: 2605.624756
	Iteration 29Q: 3 clusters Score -346369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -346376.000000 Penalty: 2605.624756
	Iteration 30Q: 3 clusters Score -346376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -346387.093750 Penalty: 2605.624756
	Iteration 31Q: 3 clusters Score -346387.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -346397.312500 Penalty: 2605.624756
	Iteration 32Q: 3 clusters Score -346397.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -346410.156250 Penalty: 2605.624756
	Iteration 33Q: 3 clusters Score -346410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -346430.656250 Penalty: 2605.624756
	Iteration 34Q: 3 clusters Score -346430.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -346449.718750 Penalty: 2605.624756
	Iteration 35Q: 3 clusters Score -346449.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346462.812500 Penalty: 2605.624756
	Iteration 36Q: 3 clusters Score -346462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -346473.812500 Penalty: 2605.624756
	Iteration 37Q: 3 clusters Score -346473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346486.500000 Penalty: 2605.624756
	Iteration 38Q: 3 clusters Score -346486.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -346499.593750 Penalty: 2605.624756
	Iteration 39Q: 3 clusters Score -346499.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -346511.687500 Penalty: 2605.624756
	Iteration 40F: 3 clusters Score -346511.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -346523.312500 Penalty: 2605.624756
	Iteration 41Q: 3 clusters Score -346523.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -346534.312500 Penalty: 2605.624756
	Iteration 42Q: 3 clusters Score -346534.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -346547.218750 Penalty: 2605.624756
	Iteration 43Q: 3 clusters Score -346547.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -346559.000000 Penalty: 2605.624756
	Iteration 44Q: 3 clusters Score -346559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -346571.656250 Penalty: 2605.624756
	Iteration 45Q: 3 clusters Score -346571.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -346581.437500 Penalty: 2605.624756
	Iteration 46Q: 3 clusters Score -346581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -346589.437500 Penalty: 2605.624756
	Iteration 47Q: 3 clusters Score -346589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -346594.656250 Penalty: 2605.624756
	Iteration 48Q: 3 clusters Score -346594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -346597.906250 Penalty: 2605.624756
	Iteration 49Q: 3 clusters Score -346597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -346601.625000 Penalty: 2605.624756
	Iteration 50Q: 3 clusters Score -346601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -346606.593750 Penalty: 2605.624756
	Iteration 51Q: 3 clusters Score -346606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -346610.812500 Penalty: 2605.624756
	Iteration 52Q: 3 clusters Score -346610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -346613.937500 Penalty: 2605.624756
	Iteration 53Q: 3 clusters Score -346613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -346619.156250 Penalty: 2605.624756
	Iteration 54Q: 3 clusters Score -346619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -346623.750000 Penalty: 2605.624756
	Iteration 55Q: 3 clusters Score -346623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -346628.937500 Penalty: 2605.624756
	Iteration 56Q: 3 clusters Score -346628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -346633.468750 Penalty: 2605.624756
	Iteration 57Q: 3 clusters Score -346633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -346641.218750 Penalty: 2605.624756
	Iteration 58Q: 3 clusters Score -346641.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -346649.218750 Penalty: 2605.624756
	Iteration 59Q: 3 clusters Score -346649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -346658.375000 Penalty: 2605.624756
	Iteration 60F: 3 clusters Score -346658.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -346674.187500 Penalty: 2605.624756
	Iteration 61Q: 3 clusters Score -346674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -346683.906250 Penalty: 2605.624756
	Iteration 62Q: 3 clusters Score -346683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -346692.812500 Penalty: 2605.624756
	Iteration 63Q: 3 clusters Score -346692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -346701.843750 Penalty: 2605.624756
	Iteration 64Q: 3 clusters Score -346701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -346705.781250 Penalty: 2605.624756
	Iteration 65Q: 3 clusters Score -346705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -346708.218750 Penalty: 2605.624756
	Iteration 66Q: 3 clusters Score -346708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -346709.062500 Penalty: 2605.624756
	Iteration 67Q: 3 clusters Score -346709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -346710.250000 Penalty: 2605.624756
	Iteration 68Q: 3 clusters Score -346710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -346711.343750 Penalty: 2605.624756
	Iteration 69Q: 3 clusters Score -346711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -346713.718750 Penalty: 2605.624756
	Iteration 70Q: 3 clusters Score -346713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -346715.468750 Penalty: 2605.624756
	Iteration 71Q: 3 clusters Score -346715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -346718.062500 Penalty: 2605.624756
	Iteration 72Q: 3 clusters Score -346718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -346720.375000 Penalty: 2605.624756
	Iteration 73Q: 3 clusters Score -346720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -346721.781250 Penalty: 2605.624756
	Iteration 74Q: 3 clusters Score -346721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -346723.687500 Penalty: 2605.624756
	Iteration 75Q: 3 clusters Score -346723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -346727.531250 Penalty: 2605.624756
	Iteration 76Q: 3 clusters Score -346727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -346733.562500 Penalty: 2605.624756
	Iteration 77Q: 3 clusters Score -346733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -346741.031250 Penalty: 2605.624756
	Iteration 78Q: 3 clusters Score -346741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -346746.375000 Penalty: 2605.624756
	Iteration 79Q: 3 clusters Score -346746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -346748.281250 Penalty: 2605.624756
	Iteration 80F: 3 clusters Score -346748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -346750.281250 Penalty: 2605.624756
	Iteration 81Q: 3 clusters Score -346750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -346750.812500 Penalty: 2605.624756
	Iteration 82Q: 3 clusters Score -346750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -346750.812500 Penalty: 2605.624756
	Iteration 83F: 3 clusters Score -346750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -229598.578125 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -229598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227573.484375 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -227573.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227974.218750 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -227974.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -228085.671875 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -228085.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228139.437500 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -228139.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228164.234375 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -228164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228181.406250 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -228181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -228195.734375 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -228195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228207.203125 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -228207.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228218.109375 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -228218.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228230.203125 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -228230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -228240.609375 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -228240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -228251.734375 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -228251.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228260.687500 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -228260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228268.843750 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -228268.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -228277.203125 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -228277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228286.781250 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -228286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -228293.906250 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -228293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228296.359375 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -228296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228299.265625 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -228299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -228302.203125 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -228302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -228304.703125 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -228304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228306.046875 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -228306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228306.734375 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -228306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228306.671875 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -228306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -228307.328125 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -228307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228307.609375 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -228307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228307.609375 Penalty: 2456.517822
	Iteration 26F: 3 clusters Score -228307.6 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: -42863.195312 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -42863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41866.867188 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -41866.87 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42009.832031 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -42009.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42045.214844 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -42045.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42063.757812 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -42063.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42071.519531 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -42071.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42075.781250 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -42075.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42077.496094 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -42077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42078.574219 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -42078.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42080.953125 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -42080.95 nChanged 1
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: -42096.566406 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -42096.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42102.476562 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -42102.48 nChanged 2
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: -42104.894531 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -42104.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42108.070312 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -42108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42108.070312 Penalty: 1961.531494
	Iteration 13F: 3 clusters Score -42108.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -857952.750000 Penalty: 1438.418579
	Iteration 0F: 2 clusters Score -857952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -852721.375000 Penalty: 2876.837158
	Iteration 0F: 3 clusters Score -852721.4 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -854291.312500 Penalty: 2876.837158
	Iteration 1F: 3 clusters Score -854291.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -854482.125000 Penalty: 2876.837158
	Iteration 2F: 3 clusters Score -854482.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -854643.062500 Penalty: 2876.837158
	Iteration 3Q: 3 clusters Score -854643.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -854809.937500 Penalty: 2876.837158
	Iteration 4Q: 3 clusters Score -854809.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -855020.937500 Penalty: 2876.837158
	Iteration 5Q: 3 clusters Score -855020.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -855314.687500 Penalty: 2876.837158
	Iteration 6F: 3 clusters Score -855314.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -855715.437500 Penalty: 2876.837158
	Iteration 7F: 3 clusters Score -855715.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -856162.500000 Penalty: 2876.837158
	Iteration 8F: 3 clusters Score -856162.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -856510.250000 Penalty: 2876.837158
	Iteration 9F: 3 clusters Score -856510.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -856739.625000 Penalty: 2876.837158
	Iteration 10Q: 3 clusters Score -856739.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -856888.937500 Penalty: 2876.837158
	Iteration 11Q: 3 clusters Score -856888.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -856988.312500 Penalty: 2876.837158
	Iteration 12Q: 3 clusters Score -856988.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -857043.000000 Penalty: 2876.837158
	Iteration 13Q: 3 clusters Score -857043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -857070.000000 Penalty: 2876.837158
	Iteration 14Q: 3 clusters Score -857070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -857080.187500 Penalty: 2876.837158
	Iteration 15Q: 3 clusters Score -857080.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -857090.062500 Penalty: 2876.837158
	Iteration 16Q: 3 clusters Score -857090.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -857093.937500 Penalty: 2876.837158
	Iteration 17Q: 3 clusters Score -857093.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -857096.812500 Penalty: 2876.837158
	Iteration 18Q: 3 clusters Score -857096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -857099.875000 Penalty: 2876.837158
	Iteration 19Q: 3 clusters Score -857099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -857101.687500 Penalty: 2876.837158
	Iteration 20F: 3 clusters Score -857101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -857101.062500 Penalty: 2876.837158
	Iteration 21Q: 3 clusters Score -857101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -857102.875000 Penalty: 2876.837158
	Iteration 22Q: 3 clusters Score -857102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -857102.437500 Penalty: 2876.837158
	Iteration 23Q: 3 clusters Score -857102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -857105.875000 Penalty: 2876.837158
	Iteration 24Q: 3 clusters Score -857105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -857106.375000 Penalty: 2876.837158
	Iteration 25Q: 3 clusters Score -857106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -857106.250000 Penalty: 2876.837158
	Iteration 26Q: 3 clusters Score -857106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -857106.687500 Penalty: 2876.837158
	Iteration 27Q: 3 clusters Score -857106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -857109.250000 Penalty: 2876.837158
	Iteration 28Q: 3 clusters Score -857109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -857108.375000 Penalty: 2876.837158
	Iteration 29Q: 3 clusters Score -857108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -857109.250000 Penalty: 2876.837158
	Iteration 30Q: 3 clusters Score -857109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -857108.812500 Penalty: 2876.837158
	Iteration 31Q: 3 clusters Score -857108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -857109.375000 Penalty: 2876.837158
	Iteration 32Q: 3 clusters Score -857109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -857109.000000 Penalty: 2876.837158
	Iteration 33Q: 3 clusters Score -857109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -857112.250000 Penalty: 2876.837158
	Iteration 34Q: 3 clusters Score -857112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -857111.312500 Penalty: 2876.837158
	Iteration 35Q: 3 clusters Score -857111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -857113.375000 Penalty: 2876.837158
	Iteration 36Q: 3 clusters Score -857113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -857114.375000 Penalty: 2876.837158
	Iteration 37Q: 3 clusters Score -857114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -857115.250000 Penalty: 2876.837158
	Iteration 38Q: 3 clusters Score -857115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -857115.875000 Penalty: 2876.837158
	Iteration 39Q: 3 clusters Score -857115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -857115.500000 Penalty: 2876.837158
	Iteration 40F: 3 clusters Score -857115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -857116.125000 Penalty: 2876.837158
	Iteration 41Q: 3 clusters Score -857116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -857116.125000 Penalty: 2876.837158
	Iteration 42F: 3 clusters Score -857116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -2825985.750000 Penalty: 1633.112427
	Iteration 0F: 2 clusters Score -2825986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2810280.750000 Penalty: 3266.224854
	Iteration 0F: 3 clusters Score -2810281 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2816000.000000 Penalty: 3266.224854
	Iteration 1F: 3 clusters Score -2816000 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2816378.250000 Penalty: 3266.224854
	Iteration 2Q: 3 clusters Score -2816378 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2816692.500000 Penalty: 3266.224854
	Iteration 3Q: 3 clusters Score -2816692 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2817011.000000 Penalty: 3266.224854
	Iteration 4Q: 3 clusters Score -2817011 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2817339.250000 Penalty: 3266.224854
	Iteration 5Q: 3 clusters Score -2817339 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2817648.750000 Penalty: 3266.224854
	Iteration 6Q: 3 clusters Score -2817649 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2817952.750000 Penalty: 3266.224854
	Iteration 7Q: 3 clusters Score -2817953 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2818279.500000 Penalty: 3266.224854
	Iteration 8Q: 3 clusters Score -2818280 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2818599.500000 Penalty: 3266.224854
	Iteration 9Q: 3 clusters Score -2818600 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2818948.000000 Penalty: 3266.224854
	Iteration 10Q: 3 clusters Score -2818948 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2819412.750000 Penalty: 3266.224854
	Iteration 11Q: 3 clusters Score -2819413 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2819922.000000 Penalty: 3266.224854
	Iteration 12Q: 3 clusters Score -2819922 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2820480.750000 Penalty: 3266.224854
	Iteration 13Q: 3 clusters Score -2820481 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2820972.250000 Penalty: 3266.224854
	Iteration 14Q: 3 clusters Score -2820972 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2821279.000000 Penalty: 3266.224854
	Iteration 15Q: 3 clusters Score -2821279 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2821496.750000 Penalty: 3266.224854
	Iteration 16Q: 3 clusters Score -2821497 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2821670.000000 Penalty: 3266.224854
	Iteration 17Q: 3 clusters Score -2821670 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2821836.250000 Penalty: 3266.224854
	Iteration 18Q: 3 clusters Score -2821836 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2822020.000000 Penalty: 3266.224854
	Iteration 19Q: 3 clusters Score -2822020 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2822209.500000 Penalty: 3266.224854
	Iteration 20F: 3 clusters Score -2822210 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2822358.000000 Penalty: 3266.224854
	Iteration 21Q: 3 clusters Score -2822358 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2822546.750000 Penalty: 3266.224854
	Iteration 22Q: 3 clusters Score -2822547 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2822735.500000 Penalty: 3266.224854
	Iteration 23Q: 3 clusters Score -2822736 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2822931.500000 Penalty: 3266.224854
	Iteration 24Q: 3 clusters Score -2822932 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2823152.500000 Penalty: 3266.224854
	Iteration 25Q: 3 clusters Score -2823152 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2823364.750000 Penalty: 3266.224854
	Iteration 26Q: 3 clusters Score -2823365 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2823567.000000 Penalty: 3266.224854
	Iteration 27Q: 3 clusters Score -2823567 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2823744.500000 Penalty: 3266.224854
	Iteration 28Q: 3 clusters Score -2823744 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2823896.500000 Penalty: 3266.224854
	Iteration 29Q: 3 clusters Score -2823896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2824029.500000 Penalty: 3266.224854
	Iteration 30Q: 3 clusters Score -2824030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2824124.250000 Penalty: 3266.224854
	Iteration 31Q: 3 clusters Score -2824124 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2824217.750000 Penalty: 3266.224854
	Iteration 32Q: 3 clusters Score -2824218 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2824290.750000 Penalty: 3266.224854
	Iteration 33Q: 3 clusters Score -2824291 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2824373.500000 Penalty: 3266.224854
	Iteration 34Q: 3 clusters Score -2824374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2824432.250000 Penalty: 3266.224854
	Iteration 35Q: 3 clusters Score -2824432 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2824494.750000 Penalty: 3266.224854
	Iteration 36Q: 3 clusters Score -2824495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2824545.000000 Penalty: 3266.224854
	Iteration 37Q: 3 clusters Score -2824545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2824571.750000 Penalty: 3266.224854
	Iteration 38Q: 3 clusters Score -2824572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2824595.000000 Penalty: 3266.224854
	Iteration 39Q: 3 clusters Score -2824595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2824614.250000 Penalty: 3266.224854
	Iteration 40F: 3 clusters Score -2824614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2824637.250000 Penalty: 3266.224854
	Iteration 41Q: 3 clusters Score -2824637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2824660.750000 Penalty: 3266.224854
	Iteration 42Q: 3 clusters Score -2824661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2824663.500000 Penalty: 3266.224854
	Iteration 43Q: 3 clusters Score -2824664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2824676.750000 Penalty: 3266.224854
	Iteration 44Q: 3 clusters Score -2824677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2824686.000000 Penalty: 3266.224854
	Iteration 45Q: 3 clusters Score -2824686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2824700.000000 Penalty: 3266.224854
	Iteration 46Q: 3 clusters Score -2824700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2824709.250000 Penalty: 3266.224854
	Iteration 47Q: 3 clusters Score -2824709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2824723.000000 Penalty: 3266.224854
	Iteration 48Q: 3 clusters Score -2824723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2824732.250000 Penalty: 3266.224854
	Iteration 49Q: 3 clusters Score -2824732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2824745.500000 Penalty: 3266.224854
	Iteration 50Q: 3 clusters Score -2824746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2824748.750000 Penalty: 3266.224854
	Iteration 51Q: 3 clusters Score -2824749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2824755.250000 Penalty: 3266.224854
	Iteration 52Q: 3 clusters Score -2824755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2824760.250000 Penalty: 3266.224854
	Iteration 53Q: 3 clusters Score -2824760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2824761.000000 Penalty: 3266.224854
	Iteration 54Q: 3 clusters Score -2824761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2824766.750000 Penalty: 3266.224854
	Iteration 55Q: 3 clusters Score -2824767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2824768.500000 Penalty: 3266.224854
	Iteration 56Q: 3 clusters Score -2824768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2824782.000000 Penalty: 3266.224854
	Iteration 57Q: 3 clusters Score -2824782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2824785.250000 Penalty: 3266.224854
	Iteration 58Q: 3 clusters Score -2824785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2824790.500000 Penalty: 3266.224854
	Iteration 59Q: 3 clusters Score -2824790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2824800.000000 Penalty: 3266.224854
	Iteration 60F: 3 clusters Score -2824800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2824804.250000 Penalty: 3266.224854
	Iteration 61Q: 3 clusters Score -2824804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2824809.750000 Penalty: 3266.224854
	Iteration 62Q: 3 clusters Score -2824810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2824810.250000 Penalty: 3266.224854
	Iteration 63Q: 3 clusters Score -2824810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2824815.750000 Penalty: 3266.224854
	Iteration 64Q: 3 clusters Score -2824816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2824811.500000 Penalty: 3266.224854
	Iteration 65Q: 3 clusters Score -2824812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2824814.250000 Penalty: 3266.224854
	Iteration 66Q: 3 clusters Score -2824814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2824810.750000 Penalty: 3266.224854
	Iteration 67Q: 3 clusters Score -2824811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2824810.500000 Penalty: 3266.224854
	Iteration 68Q: 3 clusters Score -2824810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2824810.750000 Penalty: 3266.224854
	Iteration 69Q: 3 clusters Score -2824811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2824814.000000 Penalty: 3266.224854
	Iteration 70Q: 3 clusters Score -2824814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2824813.250000 Penalty: 3266.224854
	Iteration 71Q: 3 clusters Score -2824813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2824814.250000 Penalty: 3266.224854
	Iteration 72Q: 3 clusters Score -2824814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2824814.250000 Penalty: 3266.224854
	Iteration 73F: 3 clusters Score -2824814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -437424.718750 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -437424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -434280.375000 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -434280.4 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -435138.500000 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -435138.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -435343.093750 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -435343.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -435465.781250 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -435465.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -435555.218750 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -435555.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -435618.156250 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -435618.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -435678.250000 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -435678.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -435729.500000 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -435729.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -435773.187500 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -435773.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -435820.312500 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -435820.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -435869.500000 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -435869.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -435925.812500 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -435925.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -435970.312500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -435970.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -436020.437500 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -436020.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -436073.968750 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -436074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -436113.218750 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -436113.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -436137.406250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -436137.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -436162.406250 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -436162.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -436186.343750 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -436186.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -436201.468750 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -436201.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -436213.906250 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -436213.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -436225.937500 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -436225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -436233.750000 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -436233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -436239.750000 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -436239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -436245.250000 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -436245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -436249.218750 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -436249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -436252.843750 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -436252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -436256.062500 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -436256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -436259.781250 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -436259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -436260.937500 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -436260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -436262.968750 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -436263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -436265.343750 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -436265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -436267.000000 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -436267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -436267.718750 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -436267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -436267.718750 Penalty: 2671.980713
	Iteration 34F: 3 clusters Score -436267.7 nChanged 0
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88350312.000000 Penalty: 37326.539062
20->18 Clusters: Score -88350312.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12448 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 12409 members 
Mstep: Class 6 contains 12214 members 
Mstep: Class 7 contains 12267 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 12273 members 
Mstep: Class 11 contains 12433 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 12543 members 
Mstep: Class 14 contains 12229 members 
Mstep: Class 15 contains 12290 members 
Mstep: Class 16 contains 12324 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 12322 members 
Mstep: Class 19 contains 12427 members 
Mstep: Class 20 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 87.030174 but Gain 2017.152344
Score: -28419200.000000 Penalty: 38325.933594
Iteration 0F: 20 clusters Score -2.84192e+07 nChanged 232479
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 65807 members 
Mstep: Class 4 contains 32290 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 2986 members 
Mstep: Class 13 contains 95801 members 
Mstep: Class 14 contains 896 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 6606 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 416.108154 but Gain 2017.156250
Score: -29176454.000000 Penalty: 36308.777344
Iteration 1F: 19 clusters Score -2.917645e+07 nChanged 65614
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8259 members 
Mstep: Class 3 contains 58425 members 
Mstep: Class 4 contains 24674 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 126121 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 959 members 
Mstep: Class 20 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 630.242371 but Gain 2017.152344
Score: -29267298.000000 Penalty: 34291.625000
Iteration 2F: 18 clusters Score -2.92673e+07 nChanged 43546
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 47917 members 
Mstep: Class 4 contains 14572 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 7 contains 2589 members 
Mstep: Class 8 contains 1030 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 12 contains 1387 members 
Mstep: Class 13 contains 149763 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 766 members 
Mstep: Class 20 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 745.553711 but Gain 2017.154297
Score: -29321188.000000 Penalty: 32274.470703
Iteration 3F: 17 clusters Score -2.932119e+07 nChanged 29678
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10425 members 
Mstep: Class 3 contains 39517 members 
Mstep: Class 4 contains 8573 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 1133 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 163462 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 20 contains 7205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 953.410583 but Gain 2017.156250
Score: -29351154.000000 Penalty: 30257.314453
Iteration 4F: 16 clusters Score -2.935115e+07 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10854 members 
Mstep: Class 3 contains 35344 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 7 contains 5774 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 1315 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 168475 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 18 contains 847 members 
Mstep: Class 19 contains 482 members 
Mstep: Class 20 contains 7409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1018.149170 but Gain 2017.154297
Score: -29366814.000000 Penalty: 28240.160156
Iteration 5F: 15 clusters Score -2.936681e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10929 members 
Mstep: Class 3 contains 33909 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 7 contains 6780 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 1386 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 169213 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 1259 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 7628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29376700.000000 Penalty: 28240.160156
Iteration 6F: 15 clusters Score -2.93767e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10776 members 
Mstep: Class 3 contains 33554 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 168093 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 7753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29383760.000000 Penalty: 28240.160156
Iteration 7Q: 15 clusters Score -2.938376e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 33736 members 
Mstep: Class 4 contains 7819 members 
Mstep: Class 7 contains 7137 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 165983 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 19 contains 403 members 
Mstep: Class 20 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29391248.000000 Penalty: 28240.160156
Iteration 8Q: 15 clusters Score -2.939125e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10847 members 
Mstep: Class 3 contains 34063 members 
Mstep: Class 4 contains 9336 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 163393 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 533 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 19 contains 394 members 
Mstep: Class 20 contains 8014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29397946.000000 Penalty: 28240.160156
Iteration 9Q: 15 clusters Score -2.939795e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11093 members 
Mstep: Class 3 contains 34337 members 
Mstep: Class 4 contains 10781 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 160960 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 19 contains 390 members 
Mstep: Class 20 contains 8101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29402730.000000 Penalty: 28240.160156
Iteration 10Q: 15 clusters Score -2.940273e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 34550 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 158849 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 19 contains 386 members 
Mstep: Class 20 contains 8172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29406564.000000 Penalty: 28240.160156
Iteration 11Q: 15 clusters Score -2.940656e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11685 members 
Mstep: Class 3 contains 34624 members 
Mstep: Class 4 contains 12913 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 156989 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 20 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409420.000000 Penalty: 28240.160156
Iteration 12Q: 15 clusters Score -2.940942e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12015 members 
Mstep: Class 3 contains 34643 members 
Mstep: Class 4 contains 13679 members 
Mstep: Class 7 contains 3137 members 
Mstep: Class 9 contains 5138 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 155328 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 19 contains 382 members 
Mstep: Class 20 contains 8117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29411732.000000 Penalty: 28240.160156
Iteration 13Q: 15 clusters Score -2.941173e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 34600 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 153902 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 19 contains 381 members 
Mstep: Class 20 contains 7996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29413600.000000 Penalty: 28240.160156
Iteration 14Q: 15 clusters Score -2.94136e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12724 members 
Mstep: Class 3 contains 34512 members 
Mstep: Class 4 contains 14887 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 152642 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 6072 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 7868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415038.000000 Penalty: 28240.160156
Iteration 15Q: 15 clusters Score -2.941504e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 13125 members 
Mstep: Class 3 contains 34369 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 151453 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416368.000000 Penalty: 28240.160156
Iteration 16Q: 15 clusters Score -2.941637e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13589 members 
Mstep: Class 3 contains 34213 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 150408 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 7511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417462.000000 Penalty: 28240.160156
Iteration 17Q: 15 clusters Score -2.941746e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14092 members 
Mstep: Class 3 contains 34033 members 
Mstep: Class 4 contains 16218 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 149431 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 7315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418444.000000 Penalty: 28240.160156
Iteration 18Q: 15 clusters Score -2.941844e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 14582 members 
Mstep: Class 3 contains 33881 members 
Mstep: Class 4 contains 16523 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 148569 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 7093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419272.000000 Penalty: 28240.160156
Iteration 19Q: 15 clusters Score -2.941927e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 33739 members 
Mstep: Class 4 contains 16779 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 147795 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 6879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420702.000000 Penalty: 28240.160156
Iteration 20F: 15 clusters Score -2.94207e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15505 members 
Mstep: Class 3 contains 33612 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 1434 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 146396 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421954.000000 Penalty: 28240.160156
Iteration 21Q: 15 clusters Score -2.942195e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 33530 members 
Mstep: Class 4 contains 17101 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 145180 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 6405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422840.000000 Penalty: 28240.160156
Iteration 22Q: 15 clusters Score -2.942284e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 16205 members 
Mstep: Class 3 contains 33446 members 
Mstep: Class 4 contains 17105 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 9 contains 6016 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 144059 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 6216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29423624.000000 Penalty: 28240.160156
Iteration 23Q: 15 clusters Score -2.942362e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 16486 members 
Mstep: Class 3 contains 33364 members 
Mstep: Class 4 contains 17032 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 9 contains 6068 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 143084 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424138.000000 Penalty: 28240.160156
Iteration 24Q: 15 clusters Score -2.942414e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16728 members 
Mstep: Class 3 contains 33318 members 
Mstep: Class 4 contains 16912 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 1427 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 142234 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424686.000000 Penalty: 28240.160156
Iteration 25Q: 15 clusters Score -2.942469e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 16944 members 
Mstep: Class 3 contains 33300 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 1426 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 141477 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425098.000000 Penalty: 28240.160156
Iteration 26Q: 15 clusters Score -2.94251e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 17135 members 
Mstep: Class 3 contains 33273 members 
Mstep: Class 4 contains 16601 members 
Mstep: Class 7 contains 3411 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 140794 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 585 members 
Mstep: Class 16 contains 10423 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425456.000000 Penalty: 28240.160156
Iteration 27Q: 15 clusters Score -2.942546e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17326 members 
Mstep: Class 3 contains 33236 members 
Mstep: Class 4 contains 16504 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 140202 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 10724 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425826.000000 Penalty: 28240.160156
Iteration 28Q: 15 clusters Score -2.942583e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 17498 members 
Mstep: Class 3 contains 33186 members 
Mstep: Class 4 contains 16443 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 9 contains 6198 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 139688 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425970.000000 Penalty: 28240.160156
Iteration 29Q: 15 clusters Score -2.942597e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 17640 members 
Mstep: Class 3 contains 33160 members 
Mstep: Class 4 contains 16403 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 139195 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426158.000000 Penalty: 28240.160156
Iteration 30Q: 15 clusters Score -2.942616e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 17774 members 
Mstep: Class 3 contains 33119 members 
Mstep: Class 4 contains 16368 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 138813 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426292.000000 Penalty: 28240.160156
Iteration 31Q: 15 clusters Score -2.942629e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 33089 members 
Mstep: Class 4 contains 16328 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 9 contains 6206 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 138428 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426354.000000 Penalty: 28240.160156
Iteration 32Q: 15 clusters Score -2.942635e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 18073 members 
Mstep: Class 3 contains 33076 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 138073 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 12005 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 5413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426424.000000 Penalty: 28240.160156
Iteration 33Q: 15 clusters Score -2.942642e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 18209 members 
Mstep: Class 3 contains 33043 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 9 contains 6174 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 137771 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426452.000000 Penalty: 28240.160156
Iteration 34Q: 15 clusters Score -2.942645e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 18356 members 
Mstep: Class 3 contains 33030 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 137459 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 12419 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426654.000000 Penalty: 28240.160156
Iteration 35Q: 15 clusters Score -2.942665e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 18471 members 
Mstep: Class 3 contains 33038 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 9 contains 6153 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 137136 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 12616 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426676.000000 Penalty: 28240.160156
Iteration 36Q: 15 clusters Score -2.942668e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 18560 members 
Mstep: Class 3 contains 33046 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 136840 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426668.000000 Penalty: 28240.160156
Iteration 37Q: 15 clusters Score -2.942667e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 18655 members 
Mstep: Class 3 contains 33054 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 136555 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 12949 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426810.000000 Penalty: 28240.160156
Iteration 38Q: 15 clusters Score -2.942681e+07 nChanged 809
Entering ConstructFrom: 
Score: -29426810.000000 Penalty: 28240.160156
Entering ConstructFrom: 
Trying to split cluster 1 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -1119824.000000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -1119824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1113338.750000 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -1113339 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1115406.375000 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -1115406 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1115646.500000 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -1115646 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1115873.250000 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -1115873 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1116116.875000 Penalty: 2959.262695
	Iteration 4Q: 3 clusters Score -1116117 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1116432.000000 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -1116432 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1116804.250000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -1116804 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1117178.625000 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -1117179 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1117532.625000 Penalty: 2959.262695
	Iteration 8Q: 3 clusters Score -1117533 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1117870.750000 Penalty: 2959.262695
	Iteration 9Q: 3 clusters Score -1117871 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1118114.500000 Penalty: 2959.262695
	Iteration 10Q: 3 clusters Score -1118114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1118281.375000 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -1118281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1118354.625000 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -1118355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1118398.250000 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -1118398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1118430.125000 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -1118430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1118449.750000 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -1118450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1118460.000000 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -1118460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1118466.625000 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -1118467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1118466.625000 Penalty: 2959.262695
	Iteration 18F: 3 clusters Score -1118467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Entering Unmasked Estep 
Score: -2239350.750000 Penalty: 1598.534302
	Iteration 0F: 2 clusters Score -2239351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2226568.500000 Penalty: 3197.068604
	Iteration 0F: 3 clusters Score -2226568 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2231183.750000 Penalty: 3197.068604
	Iteration 1F: 3 clusters Score -2231184 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2231466.250000 Penalty: 3197.068604
	Iteration 2Q: 3 clusters Score -2231466 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2231687.000000 Penalty: 3197.068604
	Iteration 3Q: 3 clusters Score -2231687 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2231842.750000 Penalty: 3197.068604
	Iteration 4Q: 3 clusters Score -2231843 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2231989.500000 Penalty: 3197.068604
	Iteration 5Q: 3 clusters Score -2231990 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2232120.000000 Penalty: 3197.068604
	Iteration 6Q: 3 clusters Score -2232120 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2232274.000000 Penalty: 3197.068604
	Iteration 7Q: 3 clusters Score -2232274 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2232482.250000 Penalty: 3197.068604
	Iteration 8Q: 3 clusters Score -2232482 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2232768.500000 Penalty: 3197.068604
	Iteration 9Q: 3 clusters Score -2232768 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2233180.500000 Penalty: 3197.068604
	Iteration 10Q: 3 clusters Score -2233180 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2233780.500000 Penalty: 3197.068604
	Iteration 11Q: 3 clusters Score -2233780 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2234542.750000 Penalty: 3197.068604
	Iteration 12F: 3 clusters Score -2234543 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2235374.750000 Penalty: 3197.068604
	Iteration 13F: 3 clusters Score -2235375 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2236058.000000 Penalty: 3197.068604
	Iteration 14Q: 3 clusters Score -2236058 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2236567.750000 Penalty: 3197.068604
	Iteration 15Q: 3 clusters Score -2236568 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2236939.250000 Penalty: 3197.068604
	Iteration 16Q: 3 clusters Score -2236939 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2237260.750000 Penalty: 3197.068604
	Iteration 17Q: 3 clusters Score -2237261 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2237508.500000 Penalty: 3197.068604
	Iteration 18Q: 3 clusters Score -2237508 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2237691.750000 Penalty: 3197.068604
	Iteration 19Q: 3 clusters Score -2237692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2237841.250000 Penalty: 3197.068604
	Iteration 20F: 3 clusters Score -2237841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2237945.750000 Penalty: 3197.068604
	Iteration 21Q: 3 clusters Score -2237946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2238025.250000 Penalty: 3197.068604
	Iteration 22Q: 3 clusters Score -2238025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2238069.500000 Penalty: 3197.068604
	Iteration 23Q: 3 clusters Score -2238070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2238106.500000 Penalty: 3197.068604
	Iteration 24Q: 3 clusters Score -2238106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2238121.000000 Penalty: 3197.068604
	Iteration 25Q: 3 clusters Score -2238121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2238140.750000 Penalty: 3197.068604
	Iteration 26Q: 3 clusters Score -2238141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2238151.000000 Penalty: 3197.068604
	Iteration 27Q: 3 clusters Score -2238151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2238168.750000 Penalty: 3197.068604
	Iteration 28Q: 3 clusters Score -2238169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2238177.000000 Penalty: 3197.068604
	Iteration 29Q: 3 clusters Score -2238177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2238187.500000 Penalty: 3197.068604
	Iteration 30Q: 3 clusters Score -2238188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2238190.250000 Penalty: 3197.068604
	Iteration 31Q: 3 clusters Score -2238190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2238193.000000 Penalty: 3197.068604
	Iteration 32Q: 3 clusters Score -2238193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2238198.000000 Penalty: 3197.068604
	Iteration 33Q: 3 clusters Score -2238198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2238200.750000 Penalty: 3197.068604
	Iteration 34Q: 3 clusters Score -2238201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2238199.250000 Penalty: 3197.068604
	Iteration 35Q: 3 clusters Score -2238199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2238202.500000 Penalty: 3197.068604
	Iteration 36Q: 3 clusters Score -2238202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2238202.250000 Penalty: 3197.068604
	Iteration 37Q: 3 clusters Score -2238202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2238205.750000 Penalty: 3197.068604
	Iteration 38Q: 3 clusters Score -2238206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2238205.750000 Penalty: 3197.068604
	Iteration 39F: 3 clusters Score -2238206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Entering Unmasked Estep 
Score: -4136929.000000 Penalty: 1691.223633
	Iteration 0F: 2 clusters Score -4136929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4115481.500000 Penalty: 3382.447266
	Iteration 0F: 3 clusters Score -4115482 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4123959.000000 Penalty: 3382.447266
	Iteration 1F: 3 clusters Score -4123959 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4124457.250000 Penalty: 3382.447266
	Iteration 2Q: 3 clusters Score -4124457 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4125000.750000 Penalty: 3382.447266
	Iteration 3Q: 3 clusters Score -4125001 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4125679.000000 Penalty: 3382.447266
	Iteration 4Q: 3 clusters Score -4125679 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4126473.500000 Penalty: 3382.447266
	Iteration 5Q: 3 clusters Score -4126474 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4127438.500000 Penalty: 3382.447266
	Iteration 6F: 3 clusters Score -4127438 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4128523.500000 Penalty: 3382.447266
	Iteration 7F: 3 clusters Score -4128524 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4129726.250000 Penalty: 3382.447266
	Iteration 8F: 3 clusters Score -4129726 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4130813.500000 Penalty: 3382.447266
	Iteration 9Q: 3 clusters Score -4130814 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4131632.500000 Penalty: 3382.447266
	Iteration 10Q: 3 clusters Score -4131632 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4132037.750000 Penalty: 3382.447266
	Iteration 11Q: 3 clusters Score -4132038 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4132252.500000 Penalty: 3382.447266
	Iteration 12Q: 3 clusters Score -4132252 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4132422.250000 Penalty: 3382.447266
	Iteration 13Q: 3 clusters Score -4132422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4132561.500000 Penalty: 3382.447266
	Iteration 14Q: 3 clusters Score -4132562 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -4132695.750000 Penalty: 3382.447266
	Iteration 15Q: 3 clusters Score -4132696 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4132822.250000 Penalty: 3382.447266
	Iteration 16Q: 3 clusters Score -4132822 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -4132949.500000 Penalty: 3382.447266
	Iteration 17Q: 3 clusters Score -4132950 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4133089.500000 Penalty: 3382.447266
	Iteration 18Q: 3 clusters Score -4133090 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4133231.250000 Penalty: 3382.447266
	Iteration 19Q: 3 clusters Score -4133231 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4133378.750000 Penalty: 3382.447266
	Iteration 20F: 3 clusters Score -4133379 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4133556.250000 Penalty: 3382.447266
	Iteration 21Q: 3 clusters Score -4133556 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4133719.500000 Penalty: 3382.447266
	Iteration 22Q: 3 clusters Score -4133720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4133877.750000 Penalty: 3382.447266
	Iteration 23Q: 3 clusters Score -4133878 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4134024.250000 Penalty: 3382.447266
	Iteration 24Q: 3 clusters Score -4134024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4134151.500000 Penalty: 3382.447266
	Iteration 25Q: 3 clusters Score -4134152 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -4134279.000000 Penalty: 3382.447266
	Iteration 26Q: 3 clusters Score -4134279 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4134404.750000 Penalty: 3382.447266
	Iteration 27Q: 3 clusters Score -4134405 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4134530.500000 Penalty: 3382.447266
	Iteration 28Q: 3 clusters Score -4134530 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4134638.000000 Penalty: 3382.447266
	Iteration 29Q: 3 clusters Score -4134638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4134747.750000 Penalty: 3382.447266
	Iteration 30Q: 3 clusters Score -4134748 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4134847.000000 Penalty: 3382.447266
	Iteration 31Q: 3 clusters Score -4134847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4134961.250000 Penalty: 3382.447266
	Iteration 32Q: 3 clusters Score -4134961 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4135033.250000 Penalty: 3382.447266
	Iteration 33Q: 3 clusters Score -4135033 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4135096.750000 Penalty: 3382.447266
	Iteration 34Q: 3 clusters Score -4135097 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4135155.000000 Penalty: 3382.447266
	Iteration 35Q: 3 clusters Score -4135155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4135217.500000 Penalty: 3382.447266
	Iteration 36Q: 3 clusters Score -4135218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4135256.750000 Penalty: 3382.447266
	Iteration 37Q: 3 clusters Score -4135257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4135285.250000 Penalty: 3382.447266
	Iteration 38Q: 3 clusters Score -4135285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4135309.750000 Penalty: 3382.447266
	Iteration 39Q: 3 clusters Score -4135310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4135335.000000 Penalty: 3382.447266
	Iteration 40F: 3 clusters Score -4135335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4135357.750000 Penalty: 3382.447266
	Iteration 41Q: 3 clusters Score -4135358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4135385.250000 Penalty: 3382.447266
	Iteration 42Q: 3 clusters Score -4135385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4135402.000000 Penalty: 3382.447266
	Iteration 43Q: 3 clusters Score -4135402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4135410.750000 Penalty: 3382.447266
	Iteration 44Q: 3 clusters Score -4135411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4135422.750000 Penalty: 3382.447266
	Iteration 45Q: 3 clusters Score -4135423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4135439.250000 Penalty: 3382.447266
	Iteration 46Q: 3 clusters Score -4135439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4135450.500000 Penalty: 3382.447266
	Iteration 47Q: 3 clusters Score -4135450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4135456.000000 Penalty: 3382.447266
	Iteration 48Q: 3 clusters Score -4135456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4135462.750000 Penalty: 3382.447266
	Iteration 49Q: 3 clusters Score -4135463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4135464.250000 Penalty: 3382.447266
	Iteration 50Q: 3 clusters Score -4135464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4135468.250000 Penalty: 3382.447266
	Iteration 51Q: 3 clusters Score -4135468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4135472.750000 Penalty: 3382.447266
	Iteration 52Q: 3 clusters Score -4135473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4135475.500000 Penalty: 3382.447266
	Iteration 53Q: 3 clusters Score -4135476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4135482.250000 Penalty: 3382.447266
	Iteration 54Q: 3 clusters Score -4135482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4135491.500000 Penalty: 3382.447266
	Iteration 55Q: 3 clusters Score -4135492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4135490.750000 Penalty: 3382.447266
	Iteration 56Q: 3 clusters Score -4135491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4135497.750000 Penalty: 3382.447266
	Iteration 57Q: 3 clusters Score -4135498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4135504.500000 Penalty: 3382.447266
	Iteration 58Q: 3 clusters Score -4135504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4135507.250000 Penalty: 3382.447266
	Iteration 59Q: 3 clusters Score -4135507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4135508.500000 Penalty: 3382.447266
	Iteration 60F: 3 clusters Score -4135508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4135508.750000 Penalty: 3382.447266
	Iteration 61Q: 3 clusters Score -4135509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4135508.750000 Penalty: 3382.447266
	Iteration 62Q: 3 clusters Score -4135509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4135508.750000 Penalty: 3382.447266
	Iteration 63Q: 3 clusters Score -4135509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4135505.250000 Penalty: 3382.447266
	Iteration 64Q: 3 clusters Score -4135505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4135510.500000 Penalty: 3382.447266
	Iteration 65Q: 3 clusters Score -4135510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4135513.250000 Penalty: 3382.447266
	Iteration 66Q: 3 clusters Score -4135513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4135516.750000 Penalty: 3382.447266
	Iteration 67Q: 3 clusters Score -4135517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4135513.500000 Penalty: 3382.447266
	Iteration 68Q: 3 clusters Score -4135514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4135515.500000 Penalty: 3382.447266
	Iteration 69Q: 3 clusters Score -4135516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4135518.250000 Penalty: 3382.447266
	Iteration 70Q: 3 clusters Score -4135518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4135524.500000 Penalty: 3382.447266
	Iteration 71Q: 3 clusters Score -4135524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4135526.500000 Penalty: 3382.447266
	Iteration 72Q: 3 clusters Score -4135526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4135532.000000 Penalty: 3382.447266
	Iteration 73Q: 3 clusters Score -4135532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4135539.250000 Penalty: 3382.447266
	Iteration 74Q: 3 clusters Score -4135539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4135537.750000 Penalty: 3382.447266
	Iteration 75Q: 3 clusters Score -4135538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4135541.250000 Penalty: 3382.447266
	Iteration 76Q: 3 clusters Score -4135541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4135539.750000 Penalty: 3382.447266
	Iteration 77Q: 3 clusters Score -4135540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4135540.500000 Penalty: 3382.447266
	Iteration 78Q: 3 clusters Score -4135540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4135541.500000 Penalty: 3382.447266
	Iteration 79Q: 3 clusters Score -4135542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4135542.750000 Penalty: 3382.447266
	Iteration 80F: 3 clusters Score -4135543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Entering Unmasked Estep 
Score: -1989155.625000 Penalty: 1576.979248
	Iteration 0F: 2 clusters Score -1989156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1977912.875000 Penalty: 3153.958496
	Iteration 0F: 3 clusters Score -1977913 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1982083.000000 Penalty: 3153.958496
	Iteration 1F: 3 clusters Score -1982083 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1982490.625000 Penalty: 3153.958496
	Iteration 2F: 3 clusters Score -1982491 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1982888.125000 Penalty: 3153.958496
	Iteration 3F: 3 clusters Score -1982888 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1983274.750000 Penalty: 3153.958496
	Iteration 4F: 3 clusters Score -1983275 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1983636.250000 Penalty: 3153.958496
	Iteration 5Q: 3 clusters Score -1983636 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1983995.375000 Penalty: 3153.958496
	Iteration 6Q: 3 clusters Score -1983995 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1984318.625000 Penalty: 3153.958496
	Iteration 7Q: 3 clusters Score -1984319 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1984569.000000 Penalty: 3153.958496
	Iteration 8Q: 3 clusters Score -1984569 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1984816.000000 Penalty: 3153.958496
	Iteration 9Q: 3 clusters Score -1984816 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1985031.250000 Penalty: 3153.958496
	Iteration 10Q: 3 clusters Score -1985031 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1985188.625000 Penalty: 3153.958496
	Iteration 11Q: 3 clusters Score -1985189 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1985334.625000 Penalty: 3153.958496
	Iteration 12Q: 3 clusters Score -1985335 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1985505.250000 Penalty: 3153.958496
	Iteration 13Q: 3 clusters Score -1985505 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1985674.625000 Penalty: 3153.958496
	Iteration 14Q: 3 clusters Score -1985675 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1985812.875000 Penalty: 3153.958496
	Iteration 15Q: 3 clusters Score -1985813 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1985943.625000 Penalty: 3153.958496
	Iteration 16Q: 3 clusters Score -1985944 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1986078.000000 Penalty: 3153.958496
	Iteration 17Q: 3 clusters Score -1986078 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1986202.625000 Penalty: 3153.958496
	Iteration 18Q: 3 clusters Score -1986203 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1986301.375000 Penalty: 3153.958496
	Iteration 19Q: 3 clusters Score -1986301 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1986396.375000 Penalty: 3153.958496
	Iteration 20F: 3 clusters Score -1986396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1986473.375000 Penalty: 3153.958496
	Iteration 21Q: 3 clusters Score -1986473 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1986538.375000 Penalty: 3153.958496
	Iteration 22Q: 3 clusters Score -1986538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1986599.500000 Penalty: 3153.958496
	Iteration 23Q: 3 clusters Score -1986600 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1986659.625000 Penalty: 3153.958496
	Iteration 24Q: 3 clusters Score -1986660 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1986718.000000 Penalty: 3153.958496
	Iteration 25Q: 3 clusters Score -1986718 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1986763.500000 Penalty: 3153.958496
	Iteration 26Q: 3 clusters Score -1986764 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1986807.250000 Penalty: 3153.958496
	Iteration 27Q: 3 clusters Score -1986807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1986856.375000 Penalty: 3153.958496
	Iteration 28Q: 3 clusters Score -1986856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1986893.875000 Penalty: 3153.958496
	Iteration 29Q: 3 clusters Score -1986894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1986915.000000 Penalty: 3153.958496
	Iteration 30Q: 3 clusters Score -1986915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1986926.875000 Penalty: 3153.958496
	Iteration 31Q: 3 clusters Score -1986927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1986940.875000 Penalty: 3153.958496
	Iteration 32Q: 3 clusters Score -1986941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1986951.500000 Penalty: 3153.958496
	Iteration 33Q: 3 clusters Score -1986952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1986966.000000 Penalty: 3153.958496
	Iteration 34Q: 3 clusters Score -1986966 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1986979.875000 Penalty: 3153.958496
	Iteration 35Q: 3 clusters Score -1986980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1986996.750000 Penalty: 3153.958496
	Iteration 36Q: 3 clusters Score -1986997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1987010.375000 Penalty: 3153.958496
	Iteration 37Q: 3 clusters Score -1987010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1987028.625000 Penalty: 3153.958496
	Iteration 38Q: 3 clusters Score -1987029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1987050.375000 Penalty: 3153.958496
	Iteration 39Q: 3 clusters Score -1987050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1987059.625000 Penalty: 3153.958496
	Iteration 40F: 3 clusters Score -1987060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1987080.125000 Penalty: 3153.958496
	Iteration 41Q: 3 clusters Score -1987080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1987096.625000 Penalty: 3153.958496
	Iteration 42Q: 3 clusters Score -1987097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1987108.625000 Penalty: 3153.958496
	Iteration 43Q: 3 clusters Score -1987109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1987116.250000 Penalty: 3153.958496
	Iteration 44Q: 3 clusters Score -1987116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1987128.000000 Penalty: 3153.958496
	Iteration 45Q: 3 clusters Score -1987128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1987135.625000 Penalty: 3153.958496
	Iteration 46Q: 3 clusters Score -1987136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1987152.250000 Penalty: 3153.958496
	Iteration 47Q: 3 clusters Score -1987152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1987160.000000 Penalty: 3153.958496
	Iteration 48Q: 3 clusters Score -1987160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1987173.625000 Penalty: 3153.958496
	Iteration 49Q: 3 clusters Score -1987174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1987187.000000 Penalty: 3153.958496
	Iteration 50Q: 3 clusters Score -1987187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1987197.125000 Penalty: 3153.958496
	Iteration 51Q: 3 clusters Score -1987197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1987216.125000 Penalty: 3153.958496
	Iteration 52Q: 3 clusters Score -1987216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1987231.625000 Penalty: 3153.958496
	Iteration 53Q: 3 clusters Score -1987232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1987238.500000 Penalty: 3153.958496
	Iteration 54Q: 3 clusters Score -1987238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1987249.125000 Penalty: 3153.958496
	Iteration 55Q: 3 clusters Score -1987249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1987253.625000 Penalty: 3153.958496
	Iteration 56Q: 3 clusters Score -1987254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1987263.750000 Penalty: 3153.958496
	Iteration 57Q: 3 clusters Score -1987264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1987276.125000 Penalty: 3153.958496
	Iteration 58Q: 3 clusters Score -1987276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1987283.875000 Penalty: 3153.958496
	Iteration 59Q: 3 clusters Score -1987284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1987305.750000 Penalty: 3153.958496
	Iteration 60F: 3 clusters Score -1987306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1987319.125000 Penalty: 3153.958496
	Iteration 61Q: 3 clusters Score -1987319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1987335.625000 Penalty: 3153.958496
	Iteration 62Q: 3 clusters Score -1987336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1987350.000000 Penalty: 3153.958496
	Iteration 63Q: 3 clusters Score -1987350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1987368.250000 Penalty: 3153.958496
	Iteration 64Q: 3 clusters Score -1987368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1987387.000000 Penalty: 3153.958496
	Iteration 65Q: 3 clusters Score -1987387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1987397.250000 Penalty: 3153.958496
	Iteration 66Q: 3 clusters Score -1987397 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1987420.625000 Penalty: 3153.958496
	Iteration 67Q: 3 clusters Score -1987421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1987435.750000 Penalty: 3153.958496
	Iteration 68Q: 3 clusters Score -1987436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1987461.375000 Penalty: 3153.958496
	Iteration 69Q: 3 clusters Score -1987461 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1987474.000000 Penalty: 3153.958496
	Iteration 70Q: 3 clusters Score -1987474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1987492.875000 Penalty: 3153.958496
	Iteration 71Q: 3 clusters Score -1987493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1987506.125000 Penalty: 3153.958496
	Iteration 72Q: 3 clusters Score -1987506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1987530.000000 Penalty: 3153.958496
	Iteration 73Q: 3 clusters Score -1987530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1987556.625000 Penalty: 3153.958496
	Iteration 74Q: 3 clusters Score -1987557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1987573.875000 Penalty: 3153.958496
	Iteration 75Q: 3 clusters Score -1987574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1987583.375000 Penalty: 3153.958496
	Iteration 76Q: 3 clusters Score -1987583 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1987601.125000 Penalty: 3153.958496
	Iteration 77Q: 3 clusters Score -1987601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1987627.000000 Penalty: 3153.958496
	Iteration 78Q: 3 clusters Score -1987627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1987649.750000 Penalty: 3153.958496
	Iteration 79Q: 3 clusters Score -1987650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1987676.250000 Penalty: 3153.958496
	Iteration 80F: 3 clusters Score -1987676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1987687.750000 Penalty: 3153.958496
	Iteration 81Q: 3 clusters Score -1987688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1987702.750000 Penalty: 3153.958496
	Iteration 82Q: 3 clusters Score -1987703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1987716.500000 Penalty: 3153.958496
	Iteration 83Q: 3 clusters Score -1987716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1987728.875000 Penalty: 3153.958496
	Iteration 84Q: 3 clusters Score -1987729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1987746.625000 Penalty: 3153.958496
	Iteration 85Q: 3 clusters Score -1987747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1987759.625000 Penalty: 3153.958496
	Iteration 86Q: 3 clusters Score -1987760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1987781.500000 Penalty: 3153.958496
	Iteration 87Q: 3 clusters Score -1987782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1987794.375000 Penalty: 3153.958496
	Iteration 88Q: 3 clusters Score -1987794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1987811.250000 Penalty: 3153.958496
	Iteration 89Q: 3 clusters Score -1987811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1987833.750000 Penalty: 3153.958496
	Iteration 90Q: 3 clusters Score -1987834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1987861.125000 Penalty: 3153.958496
	Iteration 91Q: 3 clusters Score -1987861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1987895.500000 Penalty: 3153.958496
	Iteration 92Q: 3 clusters Score -1987896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1987925.750000 Penalty: 3153.958496
	Iteration 93Q: 3 clusters Score -1987926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1987961.750000 Penalty: 3153.958496
	Iteration 94Q: 3 clusters Score -1987962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1987993.625000 Penalty: 3153.958496
	Iteration 95Q: 3 clusters Score -1987994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1988048.000000 Penalty: 3153.958496
	Iteration 96Q: 3 clusters Score -1988048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1988091.750000 Penalty: 3153.958496
	Iteration 97Q: 3 clusters Score -1988092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1988134.250000 Penalty: 3153.958496
	Iteration 98Q: 3 clusters Score -1988134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1988169.750000 Penalty: 3153.958496
	Iteration 99Q: 3 clusters Score -1988170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1988208.500000 Penalty: 3153.958496
	Iteration 100F: 3 clusters Score -1988208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1988243.375000 Penalty: 3153.958496
	Iteration 101Q: 3 clusters Score -1988243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1988266.625000 Penalty: 3153.958496
	Iteration 102Q: 3 clusters Score -1988267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1988282.375000 Penalty: 3153.958496
	Iteration 103Q: 3 clusters Score -1988282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1988288.000000 Penalty: 3153.958496
	Iteration 104Q: 3 clusters Score -1988288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1988293.000000 Penalty: 3153.958496
	Iteration 105Q: 3 clusters Score -1988293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1988302.375000 Penalty: 3153.958496
	Iteration 106Q: 3 clusters Score -1988302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1988303.750000 Penalty: 3153.958496
	Iteration 107Q: 3 clusters Score -1988304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1988304.125000 Penalty: 3153.958496
	Iteration 108Q: 3 clusters Score -1988304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1988306.125000 Penalty: 3153.958496
	Iteration 109Q: 3 clusters Score -1988306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1988309.375000 Penalty: 3153.958496
	Iteration 110Q: 3 clusters Score -1988309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1988309.125000 Penalty: 3153.958496
	Iteration 111Q: 3 clusters Score -1988309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1988309.625000 Penalty: 3153.958496
	Iteration 112Q: 3 clusters Score -1988310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1988311.250000 Penalty: 3153.958496
	Iteration 113Q: 3 clusters Score -1988311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1988313.125000 Penalty: 3153.958496
	Iteration 114Q: 3 clusters Score -1988313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1988313.125000 Penalty: 3153.958496
	Iteration 115Q: 3 clusters Score -1988313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1988314.250000 Penalty: 3153.958496
	Iteration 116Q: 3 clusters Score -1988314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1988314.375000 Penalty: 3153.958496
	Iteration 117Q: 3 clusters Score -1988314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1988317.250000 Penalty: 3153.958496
	Iteration 118Q: 3 clusters Score -1988317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1988314.125000 Penalty: 3153.958496
	Iteration 119Q: 3 clusters Score -1988314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1988316.750000 Penalty: 3153.958496
	Iteration 120F: 3 clusters Score -1988317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1988318.375000 Penalty: 3153.958496
	Iteration 121Q: 3 clusters Score -1988318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1988320.750000 Penalty: 3153.958496
	Iteration 122Q: 3 clusters Score -1988321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1988320.500000 Penalty: 3153.958496
	Iteration 123Q: 3 clusters Score -1988320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1988322.125000 Penalty: 3153.958496
	Iteration 124Q: 3 clusters Score -1988322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1988323.000000 Penalty: 3153.958496
	Iteration 125Q: 3 clusters Score -1988323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1988323.000000 Penalty: 3153.958496
	Iteration 126Q: 3 clusters Score -1988323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1988324.875000 Penalty: 3153.958496
	Iteration 127Q: 3 clusters Score -1988325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1988324.375000 Penalty: 3153.958496
	Iteration 128Q: 3 clusters Score -1988324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1988327.125000 Penalty: 3153.958496
	Iteration 129Q: 3 clusters Score -1988327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1988327.125000 Penalty: 3153.958496
	Iteration 130F: 3 clusters Score -1988327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -435747.750000 Penalty: 1330.616943
	Iteration 0F: 2 clusters Score -435747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -432659.781250 Penalty: 2661.233887
	Iteration 0F: 3 clusters Score -432659.8 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -433432.812500 Penalty: 2661.233887
	Iteration 1F: 3 clusters Score -433432.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -433579.687500 Penalty: 2661.233887
	Iteration 2F: 3 clusters Score -433579.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -433685.656250 Penalty: 2661.233887
	Iteration 3F: 3 clusters Score -433685.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -433777.687500 Penalty: 2661.233887
	Iteration 4Q: 3 clusters Score -433777.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -433851.125000 Penalty: 2661.233887
	Iteration 5Q: 3 clusters Score -433851.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -433899.031250 Penalty: 2661.233887
	Iteration 6Q: 3 clusters Score -433899 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -433940.093750 Penalty: 2661.233887
	Iteration 7Q: 3 clusters Score -433940.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -433971.562500 Penalty: 2661.233887
	Iteration 8Q: 3 clusters Score -433971.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -433996.343750 Penalty: 2661.233887
	Iteration 9Q: 3 clusters Score -433996.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -434011.343750 Penalty: 2661.233887
	Iteration 10Q: 3 clusters Score -434011.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -434024.531250 Penalty: 2661.233887
	Iteration 11Q: 3 clusters Score -434024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -434034.031250 Penalty: 2661.233887
	Iteration 12Q: 3 clusters Score -434034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -434043.468750 Penalty: 2661.233887
	Iteration 13Q: 3 clusters Score -434043.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -434053.875000 Penalty: 2661.233887
	Iteration 14Q: 3 clusters Score -434053.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -434062.812500 Penalty: 2661.233887
	Iteration 15Q: 3 clusters Score -434062.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -434067.156250 Penalty: 2661.233887
	Iteration 16Q: 3 clusters Score -434067.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -434072.500000 Penalty: 2661.233887
	Iteration 17Q: 3 clusters Score -434072.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -434078.625000 Penalty: 2661.233887
	Iteration 18Q: 3 clusters Score -434078.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -434082.375000 Penalty: 2661.233887
	Iteration 19Q: 3 clusters Score -434082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -434085.375000 Penalty: 2661.233887
	Iteration 20F: 3 clusters Score -434085.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -434091.062500 Penalty: 2661.233887
	Iteration 21Q: 3 clusters Score -434091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -434095.687500 Penalty: 2661.233887
	Iteration 22Q: 3 clusters Score -434095.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -434104.000000 Penalty: 2661.233887
	Iteration 23Q: 3 clusters Score -434104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -434110.906250 Penalty: 2661.233887
	Iteration 24Q: 3 clusters Score -434110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -434118.750000 Penalty: 2661.233887
	Iteration 25Q: 3 clusters Score -434118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -434127.093750 Penalty: 2661.233887
	Iteration 26Q: 3 clusters Score -434127.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -434138.687500 Penalty: 2661.233887
	Iteration 27Q: 3 clusters Score -434138.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -434146.968750 Penalty: 2661.233887
	Iteration 28Q: 3 clusters Score -434147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -434155.531250 Penalty: 2661.233887
	Iteration 29Q: 3 clusters Score -434155.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -434168.343750 Penalty: 2661.233887
	Iteration 30Q: 3 clusters Score -434168.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -434175.093750 Penalty: 2661.233887
	Iteration 31Q: 3 clusters Score -434175.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -434182.968750 Penalty: 2661.233887
	Iteration 32Q: 3 clusters Score -434183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -434190.781250 Penalty: 2661.233887
	Iteration 33Q: 3 clusters Score -434190.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -434197.718750 Penalty: 2661.233887
	Iteration 34Q: 3 clusters Score -434197.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -434204.312500 Penalty: 2661.233887
	Iteration 35Q: 3 clusters Score -434204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -434212.531250 Penalty: 2661.233887
	Iteration 36Q: 3 clusters Score -434212.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -434220.625000 Penalty: 2661.233887
	Iteration 37Q: 3 clusters Score -434220.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -434227.937500 Penalty: 2661.233887
	Iteration 38Q: 3 clusters Score -434227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434235.218750 Penalty: 2661.233887
	Iteration 39Q: 3 clusters Score -434235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -434246.562500 Penalty: 2661.233887
	Iteration 40F: 3 clusters Score -434246.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -434262.187500 Penalty: 2661.233887
	Iteration 41Q: 3 clusters Score -434262.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -434277.406250 Penalty: 2661.233887
	Iteration 42Q: 3 clusters Score -434277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -434291.687500 Penalty: 2661.233887
	Iteration 43Q: 3 clusters Score -434291.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -434306.375000 Penalty: 2661.233887
	Iteration 44Q: 3 clusters Score -434306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -434319.687500 Penalty: 2661.233887
	Iteration 45Q: 3 clusters Score -434319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -434338.062500 Penalty: 2661.233887
	Iteration 46Q: 3 clusters Score -434338.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -434372.468750 Penalty: 2661.233887
	Iteration 47Q: 3 clusters Score -434372.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -434406.562500 Penalty: 2661.233887
	Iteration 48Q: 3 clusters Score -434406.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -434429.468750 Penalty: 2661.233887
	Iteration 49Q: 3 clusters Score -434429.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -434448.000000 Penalty: 2661.233887
	Iteration 50Q: 3 clusters Score -434448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -434464.000000 Penalty: 2661.233887
	Iteration 51Q: 3 clusters Score -434464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -434470.750000 Penalty: 2661.233887
	Iteration 52Q: 3 clusters Score -434470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -434479.531250 Penalty: 2661.233887
	Iteration 53Q: 3 clusters Score -434479.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -434485.843750 Penalty: 2661.233887
	Iteration 54Q: 3 clusters Score -434485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -434492.656250 Penalty: 2661.233887
	Iteration 55Q: 3 clusters Score -434492.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -434499.625000 Penalty: 2661.233887
	Iteration 56Q: 3 clusters Score -434499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -434505.000000 Penalty: 2661.233887
	Iteration 57Q: 3 clusters Score -434505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -434511.687500 Penalty: 2661.233887
	Iteration 58Q: 3 clusters Score -434511.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -434516.218750 Penalty: 2661.233887
	Iteration 59Q: 3 clusters Score -434516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -434519.468750 Penalty: 2661.233887
	Iteration 60F: 3 clusters Score -434519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -434522.875000 Penalty: 2661.233887
	Iteration 61Q: 3 clusters Score -434522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -434525.562500 Penalty: 2661.233887
	Iteration 62Q: 3 clusters Score -434525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -434530.718750 Penalty: 2661.233887
	Iteration 63Q: 3 clusters Score -434530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -434533.500000 Penalty: 2661.233887
	Iteration 64Q: 3 clusters Score -434533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -434536.156250 Penalty: 2661.233887
	Iteration 65Q: 3 clusters Score -434536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -434537.718750 Penalty: 2661.233887
	Iteration 66Q: 3 clusters Score -434537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -434538.656250 Penalty: 2661.233887
	Iteration 67Q: 3 clusters Score -434538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -434541.343750 Penalty: 2661.233887
	Iteration 68Q: 3 clusters Score -434541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -434541.187500 Penalty: 2661.233887
	Iteration 69Q: 3 clusters Score -434541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -434542.281250 Penalty: 2661.233887
	Iteration 70Q: 3 clusters Score -434542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -434543.031250 Penalty: 2661.233887
	Iteration 71Q: 3 clusters Score -434543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -434544.468750 Penalty: 2661.233887
	Iteration 72Q: 3 clusters Score -434544.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -434547.781250 Penalty: 2661.233887
	Iteration 73Q: 3 clusters Score -434547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -434549.031250 Penalty: 2661.233887
	Iteration 74Q: 3 clusters Score -434549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -434551.218750 Penalty: 2661.233887
	Iteration 75Q: 3 clusters Score -434551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -434550.812500 Penalty: 2661.233887
	Iteration 76Q: 3 clusters Score -434550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -434552.218750 Penalty: 2661.233887
	Iteration 77Q: 3 clusters Score -434552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -434552.843750 Penalty: 2661.233887
	Iteration 78Q: 3 clusters Score -434552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -434555.593750 Penalty: 2661.233887
	Iteration 79Q: 3 clusters Score -434555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -434555.625000 Penalty: 2661.233887
	Iteration 80F: 3 clusters Score -434555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -434555.906250 Penalty: 2661.233887
	Iteration 81Q: 3 clusters Score -434555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -434555.906250 Penalty: 2661.233887
	Iteration 82F: 3 clusters Score -434555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -720671.312500 Penalty: 1416.915527
	Iteration 0F: 2 clusters Score -720671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -716033.500000 Penalty: 2833.831055
	Iteration 0F: 3 clusters Score -716033.5 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -717282.375000 Penalty: 2833.831055
	Iteration 1F: 3 clusters Score -717282.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -717486.562500 Penalty: 2833.831055
	Iteration 2F: 3 clusters Score -717486.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -717651.562500 Penalty: 2833.831055
	Iteration 3F: 3 clusters Score -717651.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -717775.812500 Penalty: 2833.831055
	Iteration 4Q: 3 clusters Score -717775.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -717887.250000 Penalty: 2833.831055
	Iteration 5Q: 3 clusters Score -717887.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -717994.750000 Penalty: 2833.831055
	Iteration 6Q: 3 clusters Score -717994.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -718120.187500 Penalty: 2833.831055
	Iteration 7Q: 3 clusters Score -718120.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -718266.812500 Penalty: 2833.831055
	Iteration 8Q: 3 clusters Score -718266.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -718398.937500 Penalty: 2833.831055
	Iteration 9Q: 3 clusters Score -718398.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -718488.687500 Penalty: 2833.831055
	Iteration 10Q: 3 clusters Score -718488.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -718559.250000 Penalty: 2833.831055
	Iteration 11Q: 3 clusters Score -718559.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -718605.812500 Penalty: 2833.831055
	Iteration 12Q: 3 clusters Score -718605.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -718646.125000 Penalty: 2833.831055
	Iteration 13Q: 3 clusters Score -718646.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -718678.062500 Penalty: 2833.831055
	Iteration 14Q: 3 clusters Score -718678.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -718707.187500 Penalty: 2833.831055
	Iteration 15Q: 3 clusters Score -718707.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -718732.875000 Penalty: 2833.831055
	Iteration 16Q: 3 clusters Score -718732.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -718756.375000 Penalty: 2833.831055
	Iteration 17Q: 3 clusters Score -718756.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -718778.312500 Penalty: 2833.831055
	Iteration 18Q: 3 clusters Score -718778.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -718799.625000 Penalty: 2833.831055
	Iteration 19Q: 3 clusters Score -718799.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -718825.250000 Penalty: 2833.831055
	Iteration 20F: 3 clusters Score -718825.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -718854.187500 Penalty: 2833.831055
	Iteration 21Q: 3 clusters Score -718854.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -718878.937500 Penalty: 2833.831055
	Iteration 22Q: 3 clusters Score -718878.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -718909.187500 Penalty: 2833.831055
	Iteration 23Q: 3 clusters Score -718909.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -718940.750000 Penalty: 2833.831055
	Iteration 24Q: 3 clusters Score -718940.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -718964.625000 Penalty: 2833.831055
	Iteration 25Q: 3 clusters Score -718964.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -718989.375000 Penalty: 2833.831055
	Iteration 26Q: 3 clusters Score -718989.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -719019.187500 Penalty: 2833.831055
	Iteration 27Q: 3 clusters Score -719019.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -719041.562500 Penalty: 2833.831055
	Iteration 28Q: 3 clusters Score -719041.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -719062.812500 Penalty: 2833.831055
	Iteration 29Q: 3 clusters Score -719062.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -719079.500000 Penalty: 2833.831055
	Iteration 30Q: 3 clusters Score -719079.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -719096.500000 Penalty: 2833.831055
	Iteration 31Q: 3 clusters Score -719096.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -719114.812500 Penalty: 2833.831055
	Iteration 32Q: 3 clusters Score -719114.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -719134.312500 Penalty: 2833.831055
	Iteration 33Q: 3 clusters Score -719134.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -719153.437500 Penalty: 2833.831055
	Iteration 34Q: 3 clusters Score -719153.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -719171.062500 Penalty: 2833.831055
	Iteration 35Q: 3 clusters Score -719171.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -719194.687500 Penalty: 2833.831055
	Iteration 36Q: 3 clusters Score -719194.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -719209.312500 Penalty: 2833.831055
	Iteration 37Q: 3 clusters Score -719209.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -719226.000000 Penalty: 2833.831055
	Iteration 38Q: 3 clusters Score -719226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -719241.500000 Penalty: 2833.831055
	Iteration 39Q: 3 clusters Score -719241.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -719258.937500 Penalty: 2833.831055
	Iteration 40F: 3 clusters Score -719258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -719285.625000 Penalty: 2833.831055
	Iteration 41Q: 3 clusters Score -719285.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -719306.187500 Penalty: 2833.831055
	Iteration 42Q: 3 clusters Score -719306.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -719320.625000 Penalty: 2833.831055
	Iteration 43Q: 3 clusters Score -719320.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -719335.250000 Penalty: 2833.831055
	Iteration 44Q: 3 clusters Score -719335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -719349.125000 Penalty: 2833.831055
	Iteration 45Q: 3 clusters Score -719349.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -719362.812500 Penalty: 2833.831055
	Iteration 46Q: 3 clusters Score -719362.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -719374.062500 Penalty: 2833.831055
	Iteration 47Q: 3 clusters Score -719374.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -719384.750000 Penalty: 2833.831055
	Iteration 48Q: 3 clusters Score -719384.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -719395.875000 Penalty: 2833.831055
	Iteration 49Q: 3 clusters Score -719395.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -719405.625000 Penalty: 2833.831055
	Iteration 50Q: 3 clusters Score -719405.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -719412.125000 Penalty: 2833.831055
	Iteration 51Q: 3 clusters Score -719412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -719420.125000 Penalty: 2833.831055
	Iteration 52Q: 3 clusters Score -719420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -719423.562500 Penalty: 2833.831055
	Iteration 53Q: 3 clusters Score -719423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -719424.875000 Penalty: 2833.831055
	Iteration 54Q: 3 clusters Score -719424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -719424.375000 Penalty: 2833.831055
	Iteration 55Q: 3 clusters Score -719424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -719426.125000 Penalty: 2833.831055
	Iteration 56Q: 3 clusters Score -719426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -719426.125000 Penalty: 2833.831055
	Iteration 57Q: 3 clusters Score -719426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -719429.562500 Penalty: 2833.831055
	Iteration 58Q: 3 clusters Score -719429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -719431.250000 Penalty: 2833.831055
	Iteration 59Q: 3 clusters Score -719431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -719433.437500 Penalty: 2833.831055
	Iteration 60F: 3 clusters Score -719433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -719434.062500 Penalty: 2833.831055
	Iteration 61Q: 3 clusters Score -719434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -719434.562500 Penalty: 2833.831055
	Iteration 62Q: 3 clusters Score -719434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -719437.500000 Penalty: 2833.831055
	Iteration 63Q: 3 clusters Score -719437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -719438.437500 Penalty: 2833.831055
	Iteration 64Q: 3 clusters Score -719438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -719438.875000 Penalty: 2833.831055
	Iteration 65Q: 3 clusters Score -719438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -719440.625000 Penalty: 2833.831055
	Iteration 66Q: 3 clusters Score -719440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -719442.625000 Penalty: 2833.831055
	Iteration 67Q: 3 clusters Score -719442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -719443.000000 Penalty: 2833.831055
	Iteration 68Q: 3 clusters Score -719443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -719443.187500 Penalty: 2833.831055
	Iteration 69Q: 3 clusters Score -719443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -719443.187500 Penalty: 2833.831055
	Iteration 70F: 3 clusters Score -719443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -163089.515625 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -163089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161393.281250 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -161393.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161681.453125 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -161681.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161785.640625 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -161785.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161846.500000 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -161846.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161883.703125 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -161883.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161913.546875 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -161913.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161947.218750 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -161947.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -161970.031250 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -161970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -161985.812500 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -161985.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162000.328125 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -162000.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162011.921875 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -162011.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162027.609375 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -162027.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162039.390625 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -162039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162049.734375 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -162049.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162056.218750 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -162056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162064.609375 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -162064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -162070.593750 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -162070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -162075.875000 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -162075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -162079.875000 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -162079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -162084.609375 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -162084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162085.500000 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -162085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162085.453125 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -162085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162085.453125 Penalty: 2359.212646
	Iteration 22F: 3 clusters Score -162085.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -222196.140625 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -222196.1 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 904 members 
Entering Unmasked Estep 
Score: -220178.953125 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -220179 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220569.140625 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -220569.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220656.140625 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -220656.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220705.640625 Penalty: 2442.840820
	Iteration 3Q: 3 clusters Score -220705.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220734.421875 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -220734.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220758.718750 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -220758.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220775.687500 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -220775.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220785.734375 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -220785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220793.562500 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -220793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220801.859375 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -220801.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220809.875000 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -220809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -220819.156250 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -220819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220824.906250 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -220824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220832.500000 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -220832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220838.703125 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -220838.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220847.000000 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -220847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -220855.406250 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -220855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -220864.031250 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -220864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220875.125000 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -220875.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220886.343750 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -220886.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220896.093750 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -220896.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220905.625000 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -220905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220910.328125 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -220910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220916.328125 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -220916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220921.375000 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -220921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220924.312500 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -220924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220927.031250 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -220927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220929.453125 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -220929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -220931.953125 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -220932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220935.046875 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -220935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -220937.734375 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -220937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220937.984375 Penalty: 2442.840820
	Iteration 31Q: 3 clusters Score -220938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220937.984375 Penalty: 2442.840820
	Iteration 32F: 3 clusters Score -220938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (136258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136258 members 
Entering Unmasked Estep 
Score: -16446592.000000 Penalty: 1921.124634
	Iteration 0F: 2 clusters Score -1.644659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -16360745.000000 Penalty: 3842.249268
	Iteration 0F: 3 clusters Score -1.636074e+07 nChanged 65909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -16400437.000000 Penalty: 3842.249268
	Iteration 1F: 3 clusters Score -1.640044e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -16402375.000000 Penalty: 3842.249268
	Iteration 2Q: 3 clusters Score -1.640238e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -16405251.000000 Penalty: 3842.249268
	Iteration 3Q: 3 clusters Score -1.640525e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -16409081.000000 Penalty: 3842.249268
	Iteration 4F: 3 clusters Score -1.640908e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -16413872.000000 Penalty: 3842.249268
	Iteration 5F: 3 clusters Score -1.641387e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -16419454.000000 Penalty: 3842.249268
	Iteration 6F: 3 clusters Score -1.641945e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -16425488.000000 Penalty: 3842.249268
	Iteration 7F: 3 clusters Score -1.642549e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -16430426.000000 Penalty: 3842.249268
	Iteration 8F: 3 clusters Score -1.643043e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -16433786.000000 Penalty: 3842.249268
	Iteration 9Q: 3 clusters Score -1.643379e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -16435587.000000 Penalty: 3842.249268
	Iteration 10Q: 3 clusters Score -1.643559e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106721 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -16436760.000000 Penalty: 3842.249268
	Iteration 11Q: 3 clusters Score -1.643676e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -16437696.000000 Penalty: 3842.249268
	Iteration 12Q: 3 clusters Score -1.64377e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -16438607.000000 Penalty: 3842.249268
	Iteration 13Q: 3 clusters Score -1.643861e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113158 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -16439280.000000 Penalty: 3842.249268
	Iteration 14Q: 3 clusters Score -1.643928e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -16439779.000000 Penalty: 3842.249268
	Iteration 15Q: 3 clusters Score -1.643978e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116894 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -16440435.000000 Penalty: 3842.249268
	Iteration 16Q: 3 clusters Score -1.644044e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118569 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -16441024.000000 Penalty: 3842.249268
	Iteration 17Q: 3 clusters Score -1.644102e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -16441603.000000 Penalty: 3842.249268
	Iteration 18Q: 3 clusters Score -1.64416e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -16442098.000000 Penalty: 3842.249268
	Iteration 19Q: 3 clusters Score -1.64421e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123093 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -16442742.000000 Penalty: 3842.249268
	Iteration 20F: 3 clusters Score -1.644274e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124366 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -16443288.000000 Penalty: 3842.249268
	Iteration 21Q: 3 clusters Score -1.644329e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125558 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -16443850.000000 Penalty: 3842.249268
	Iteration 22Q: 3 clusters Score -1.644385e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -16444424.000000 Penalty: 3842.249268
	Iteration 23Q: 3 clusters Score -1.644442e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -16444888.000000 Penalty: 3842.249268
	Iteration 24Q: 3 clusters Score -1.644489e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -16445351.000000 Penalty: 3842.249268
	Iteration 25Q: 3 clusters Score -1.644535e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129257 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -16445734.000000 Penalty: 3842.249268
	Iteration 26Q: 3 clusters Score -1.644573e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129891 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -16446095.000000 Penalty: 3842.249268
	Iteration 27Q: 3 clusters Score -1.64461e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130424 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -16446319.000000 Penalty: 3842.249268
	Iteration 28Q: 3 clusters Score -1.644632e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -16446427.000000 Penalty: 3842.249268
	Iteration 29Q: 3 clusters Score -1.644643e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131278 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -16446553.000000 Penalty: 3842.249268
	Iteration 30Q: 3 clusters Score -1.644655e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -16446646.000000 Penalty: 3842.249268
	Iteration 31Q: 3 clusters Score -1.644665e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -16446642.000000 Penalty: 3842.249268
	Iteration 32Q: 3 clusters Score -1.644664e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -16446650.000000 Penalty: 3842.249268
	Iteration 33Q: 3 clusters Score -1.644665e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -16446689.000000 Penalty: 3842.249268
	Iteration 34Q: 3 clusters Score -1.644669e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -16446728.000000 Penalty: 3842.249268
	Iteration 35Q: 3 clusters Score -1.644673e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -16446751.000000 Penalty: 3842.249268
	Iteration 36Q: 3 clusters Score -1.644675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132336 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -16446762.000000 Penalty: 3842.249268
	Iteration 37Q: 3 clusters Score -1.644676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -16446763.000000 Penalty: 3842.249268
	Iteration 38Q: 3 clusters Score -1.644676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -16446772.000000 Penalty: 3842.249268
	Iteration 39Q: 3 clusters Score -1.644677e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -16446788.000000 Penalty: 3842.249268
	Iteration 40F: 3 clusters Score -1.644679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132467 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -16446784.000000 Penalty: 3842.249268
	Iteration 41Q: 3 clusters Score -1.644678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -16446779.000000 Penalty: 3842.249268
	Iteration 42Q: 3 clusters Score -1.644678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -16446775.000000 Penalty: 3842.249268
	Iteration 43Q: 3 clusters Score -1.644678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132525 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -16446789.000000 Penalty: 3842.249268
	Iteration 44Q: 3 clusters Score -1.644679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -16446786.000000 Penalty: 3842.249268
	Iteration 45Q: 3 clusters Score -1.644679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132566 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -16446776.000000 Penalty: 3842.249268
	Iteration 46Q: 3 clusters Score -1.644678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -16446774.000000 Penalty: 3842.249268
	Iteration 47Q: 3 clusters Score -1.644677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132599 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -16446781.000000 Penalty: 3842.249268
	Iteration 48Q: 3 clusters Score -1.644678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -16446792.000000 Penalty: 3842.249268
	Iteration 49Q: 3 clusters Score -1.644679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132622 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -16446781.000000 Penalty: 3842.249268
	Iteration 50Q: 3 clusters Score -1.644678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132636 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -16446784.000000 Penalty: 3842.249268
	Iteration 51Q: 3 clusters Score -1.644678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132647 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -16446797.000000 Penalty: 3842.249268
	Iteration 52Q: 3 clusters Score -1.64468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -16446792.000000 Penalty: 3842.249268
	Iteration 53Q: 3 clusters Score -1.644679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -16446807.000000 Penalty: 3842.249268
	Iteration 54Q: 3 clusters Score -1.644681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132666 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -16446805.000000 Penalty: 3842.249268
	Iteration 55Q: 3 clusters Score -1.64468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132668 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -16446806.000000 Penalty: 3842.249268
	Iteration 56Q: 3 clusters Score -1.644681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16446803.000000 Penalty: 3842.249268
	Iteration 57Q: 3 clusters Score -1.64468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132670 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -16446803.000000 Penalty: 3842.249268
	Iteration 58F: 3 clusters Score -1.64468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 18716 members 
Mstep: Class 3 contains 33108 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 132670 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5182 members 
Entering Unmasked Estep 
Score: -29427012.000000 Penalty: 30257.314453
Splitting cluster 13 changes total score from -29426810.000000 to -29427012.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -56973.257812 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -56973.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56019.128906 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -56019.13 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56474.390625 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -56474.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57181.523438 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -57181.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57372.746094 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -57372.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57483.445312 Penalty: 1961.531494
	Iteration 4F: 3 clusters Score -57483.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57616.398438 Penalty: 1961.531494
	Iteration 5F: 3 clusters Score -57616.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57763.894531 Penalty: 1961.531494
	Iteration 6F: 3 clusters Score -57763.89 nChanged 21
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: -57956.960938 Penalty: 1961.531494
	Iteration 7F: 3 clusters Score -57956.96 nChanged 25
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: -58288.722656 Penalty: 1961.531494
	Iteration 8F: 3 clusters Score -58288.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -58471.714844 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -58471.71 nChanged 7
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: -58562.242188 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -58562.24 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: -58587.191406 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -58587.19 nChanged 0
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: -58587.191406 Penalty: 1961.531494
	Iteration 12F: 3 clusters Score -58587.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 18716 members 
Mstep: Class 3 contains 33108 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 132670 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 13104 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5182 members 
Entering Unmasked Estep 
Score: -29427592.000000 Penalty: 32274.470703
Splitting cluster 14 changes total score from -29426810.000000 to -29427592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -52697.695312 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -52697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51618.953125 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -51618.95 nChanged 121
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: -51812.437500 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -51812.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51869.792969 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -51869.79 nChanged 10
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: -51883.828125 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -51883.83 nChanged 7
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: -51896.324219 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -51896.32 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: -51908.355469 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -51908.36 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: -51915.613281 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -51915.61 nChanged 2
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: -51922.105469 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -51922.11 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: -51925.546875 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -51925.55 nChanged 1
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: -51927.488281 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -51927.49 nChanged 2
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: -51930.675781 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -51930.68 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: -51932.355469 Penalty: 2012.517700
	Iteration 11Q: 3 clusters Score -51932.36 nChanged 0
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: -51932.355469 Penalty: 2012.517700
	Iteration 12F: 3 clusters Score -51932.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Entering Unmasked Estep 
Score: -1610302.250000 Penalty: 1540.609375
	Iteration 0F: 2 clusters Score -1610302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1601104.125000 Penalty: 3081.218750
	Iteration 0F: 3 clusters Score -1601104 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1604513.750000 Penalty: 3081.218750
	Iteration 1F: 3 clusters Score -1604514 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1605032.000000 Penalty: 3081.218750
	Iteration 2F: 3 clusters Score -1605032 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1605627.625000 Penalty: 3081.218750
	Iteration 3F: 3 clusters Score -1605628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1606427.625000 Penalty: 3081.218750
	Iteration 4F: 3 clusters Score -1606428 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1607492.750000 Penalty: 3081.218750
	Iteration 5F: 3 clusters Score -1607493 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1608606.375000 Penalty: 3081.218750
	Iteration 6F: 3 clusters Score -1608606 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1609586.125000 Penalty: 3081.218750
	Iteration 7F: 3 clusters Score -1609586 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1610198.750000 Penalty: 3081.218750
	Iteration 8Q: 3 clusters Score -1610199 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1610542.375000 Penalty: 3081.218750
	Iteration 9Q: 3 clusters Score -1610542 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1610740.375000 Penalty: 3081.218750
	Iteration 10Q: 3 clusters Score -1610740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1610821.125000 Penalty: 3081.218750
	Iteration 11Q: 3 clusters Score -1610821 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1610857.750000 Penalty: 3081.218750
	Iteration 12Q: 3 clusters Score -1610858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1610868.625000 Penalty: 3081.218750
	Iteration 13Q: 3 clusters Score -1610869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1610882.125000 Penalty: 3081.218750
	Iteration 14Q: 3 clusters Score -1610882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1610879.625000 Penalty: 3081.218750
	Iteration 15Q: 3 clusters Score -1610880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1610886.875000 Penalty: 3081.218750
	Iteration 16Q: 3 clusters Score -1610887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1610889.625000 Penalty: 3081.218750
	Iteration 17Q: 3 clusters Score -1610890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1610892.250000 Penalty: 3081.218750
	Iteration 18Q: 3 clusters Score -1610892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1610899.750000 Penalty: 3081.218750
	Iteration 19Q: 3 clusters Score -1610900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1610900.750000 Penalty: 3081.218750
	Iteration 20F: 3 clusters Score -1610901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1610899.250000 Penalty: 3081.218750
	Iteration 21Q: 3 clusters Score -1610899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1610902.750000 Penalty: 3081.218750
	Iteration 22Q: 3 clusters Score -1610903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1610906.625000 Penalty: 3081.218750
	Iteration 23Q: 3 clusters Score -1610907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1610903.250000 Penalty: 3081.218750
	Iteration 24Q: 3 clusters Score -1610903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1610904.125000 Penalty: 3081.218750
	Iteration 25Q: 3 clusters Score -1610904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1610900.375000 Penalty: 3081.218750
	Iteration 26Q: 3 clusters Score -1610900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1610902.250000 Penalty: 3081.218750
	Iteration 27Q: 3 clusters Score -1610902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1610902.750000 Penalty: 3081.218750
	Iteration 28Q: 3 clusters Score -1610903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1610903.000000 Penalty: 3081.218750
	Iteration 29Q: 3 clusters Score -1610903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1610903.000000 Penalty: 3081.218750
	Iteration 30F: 3 clusters Score -1610903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 18716 members 
Mstep: Class 3 contains 33108 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 132670 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5182 members 
Entering Unmasked Estep 
Score: -29427662.000000 Penalty: 34291.625000
Splitting cluster 16 changes total score from -29426810.000000 to -29427662.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -38440.542969 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -38440.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37505.230469 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -37505.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37649.710938 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -37649.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37704.882812 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -37704.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37722.027344 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -37722.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37737.128906 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -37737.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37753.398438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -37753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37759.457031 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -37759.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37760.785156 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -37760.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37760.785156 Penalty: 1930.555664
	Iteration 8F: 3 clusters Score -37760.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -594252.187500 Penalty: 1389.853760
	Iteration 0F: 2 clusters Score -594252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -590156.062500 Penalty: 2779.707520
	Iteration 0F: 3 clusters Score -590156.1 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -591307.500000 Penalty: 2779.707520
	Iteration 1F: 3 clusters Score -591307.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -591465.187500 Penalty: 2779.707520
	Iteration 2F: 3 clusters Score -591465.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -591562.812500 Penalty: 2779.707520
	Iteration 3Q: 3 clusters Score -591562.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -591644.625000 Penalty: 2779.707520
	Iteration 4Q: 3 clusters Score -591644.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -591708.687500 Penalty: 2779.707520
	Iteration 5Q: 3 clusters Score -591708.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -591758.937500 Penalty: 2779.707520
	Iteration 6Q: 3 clusters Score -591758.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -591805.125000 Penalty: 2779.707520
	Iteration 7Q: 3 clusters Score -591805.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -591846.812500 Penalty: 2779.707520
	Iteration 8Q: 3 clusters Score -591846.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -591892.937500 Penalty: 2779.707520
	Iteration 9Q: 3 clusters Score -591892.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -591944.375000 Penalty: 2779.707520
	Iteration 10Q: 3 clusters Score -591944.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -592003.187500 Penalty: 2779.707520
	Iteration 11Q: 3 clusters Score -592003.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -592090.812500 Penalty: 2779.707520
	Iteration 12Q: 3 clusters Score -592090.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -592172.000000 Penalty: 2779.707520
	Iteration 13Q: 3 clusters Score -592172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -592255.125000 Penalty: 2779.707520
	Iteration 14Q: 3 clusters Score -592255.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -592339.125000 Penalty: 2779.707520
	Iteration 15Q: 3 clusters Score -592339.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -592428.437500 Penalty: 2779.707520
	Iteration 16Q: 3 clusters Score -592428.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -592523.687500 Penalty: 2779.707520
	Iteration 17Q: 3 clusters Score -592523.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -592638.312500 Penalty: 2779.707520
	Iteration 18Q: 3 clusters Score -592638.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -592737.812500 Penalty: 2779.707520
	Iteration 19Q: 3 clusters Score -592737.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -592816.125000 Penalty: 2779.707520
	Iteration 20F: 3 clusters Score -592816.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -592879.750000 Penalty: 2779.707520
	Iteration 21Q: 3 clusters Score -592879.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -592927.937500 Penalty: 2779.707520
	Iteration 22Q: 3 clusters Score -592927.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -592958.500000 Penalty: 2779.707520
	Iteration 23Q: 3 clusters Score -592958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -592978.625000 Penalty: 2779.707520
	Iteration 24Q: 3 clusters Score -592978.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -593001.062500 Penalty: 2779.707520
	Iteration 25Q: 3 clusters Score -593001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -593015.687500 Penalty: 2779.707520
	Iteration 26Q: 3 clusters Score -593015.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -593030.062500 Penalty: 2779.707520
	Iteration 27Q: 3 clusters Score -593030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -593038.375000 Penalty: 2779.707520
	Iteration 28Q: 3 clusters Score -593038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -593050.500000 Penalty: 2779.707520
	Iteration 29Q: 3 clusters Score -593050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -593058.812500 Penalty: 2779.707520
	Iteration 30Q: 3 clusters Score -593058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -593065.562500 Penalty: 2779.707520
	Iteration 31Q: 3 clusters Score -593065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -593071.625000 Penalty: 2779.707520
	Iteration 32Q: 3 clusters Score -593071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -593078.625000 Penalty: 2779.707520
	Iteration 33Q: 3 clusters Score -593078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -593081.687500 Penalty: 2779.707520
	Iteration 34Q: 3 clusters Score -593081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -593092.875000 Penalty: 2779.707520
	Iteration 35Q: 3 clusters Score -593092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -593098.562500 Penalty: 2779.707520
	Iteration 36Q: 3 clusters Score -593098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -593102.562500 Penalty: 2779.707520
	Iteration 37Q: 3 clusters Score -593102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -593104.750000 Penalty: 2779.707520
	Iteration 38Q: 3 clusters Score -593104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -593107.187500 Penalty: 2779.707520
	Iteration 39Q: 3 clusters Score -593107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -593108.250000 Penalty: 2779.707520
	Iteration 40F: 3 clusters Score -593108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -593110.375000 Penalty: 2779.707520
	Iteration 41Q: 3 clusters Score -593110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -593110.375000 Penalty: 2779.707520
	Iteration 42F: 3 clusters Score -593110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 18716 members 
Mstep: Class 3 contains 33108 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 132670 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428632.000000 Penalty: 34291.625000
Iteration 39Q: 18 clusters Score -2.942863e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 18662 members 
Mstep: Class 3 contains 33084 members 
Mstep: Class 4 contains 16482 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 6113 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 132857 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429904.000000 Penalty: 34291.625000
Iteration 40F: 18 clusters Score -2.94299e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 32923 members 
Mstep: Class 4 contains 16529 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 107 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 6110 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 132475 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 19 contains 382 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430500.000000 Penalty: 34291.625000
Iteration 41Q: 18 clusters Score -2.94305e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 18647 members 
Mstep: Class 3 contains 32754 members 
Mstep: Class 4 contains 16577 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 132166 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 9738 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430788.000000 Penalty: 34291.625000
Iteration 42Q: 18 clusters Score -2.943079e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 18639 members 
Mstep: Class 3 contains 32597 members 
Mstep: Class 4 contains 16638 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 131929 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 19 contains 377 members 
Mstep: Class 20 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431036.000000 Penalty: 34291.625000
Iteration 43Q: 18 clusters Score -2.943104e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 32474 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 131769 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 10023 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431156.000000 Penalty: 34291.625000
Iteration 44Q: 18 clusters Score -2.943116e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 18608 members 
Mstep: Class 3 contains 32345 members 
Mstep: Class 4 contains 16720 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 131640 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 5069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431220.000000 Penalty: 34291.625000
Iteration 45Q: 18 clusters Score -2.943122e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 18609 members 
Mstep: Class 3 contains 32228 members 
Mstep: Class 4 contains 16761 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 6075 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 131505 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431300.000000 Penalty: 34291.625000
Iteration 46Q: 18 clusters Score -2.94313e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 32141 members 
Mstep: Class 4 contains 16808 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 131386 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431400.000000 Penalty: 34291.625000
Iteration 47Q: 18 clusters Score -2.94314e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 18592 members 
Mstep: Class 3 contains 32064 members 
Mstep: Class 4 contains 16841 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 131291 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431416.000000 Penalty: 34291.625000
Iteration 48Q: 18 clusters Score -2.943142e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18577 members 
Mstep: Class 3 contains 31987 members 
Mstep: Class 4 contains 16889 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 4821 members 
Mstep: Class 9 contains 6041 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 131199 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431516.000000 Penalty: 34291.625000
Iteration 49Q: 18 clusters Score -2.943152e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 18572 members 
Mstep: Class 3 contains 31908 members 
Mstep: Class 4 contains 16932 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 131145 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431570.000000 Penalty: 34291.625000
Iteration 50Q: 18 clusters Score -2.943157e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 31868 members 
Mstep: Class 4 contains 16972 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 131110 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10662 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431570.000000 Penalty: 34291.625000
Iteration 51Q: 18 clusters Score -2.943157e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 18555 members 
Mstep: Class 3 contains 31831 members 
Mstep: Class 4 contains 16998 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 6032 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 131078 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10705 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431646.000000 Penalty: 34291.625000
Iteration 52Q: 18 clusters Score -2.943165e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 18545 members 
Mstep: Class 3 contains 31787 members 
Mstep: Class 4 contains 17020 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 131062 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 10742 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431670.000000 Penalty: 34291.625000
Iteration 53Q: 18 clusters Score -2.943167e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 18533 members 
Mstep: Class 3 contains 31720 members 
Mstep: Class 4 contains 17046 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 4961 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 131048 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10781 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431748.000000 Penalty: 34291.625000
Iteration 54Q: 18 clusters Score -2.943175e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 18527 members 
Mstep: Class 3 contains 31671 members 
Mstep: Class 4 contains 17075 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 4984 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 131022 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10816 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431742.000000 Penalty: 34291.625000
Iteration 55Q: 18 clusters Score -2.943174e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 18532 members 
Mstep: Class 3 contains 31632 members 
Mstep: Class 4 contains 17103 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 6019 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 130968 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10843 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431810.000000 Penalty: 34291.625000
Iteration 56Q: 18 clusters Score -2.943181e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18540 members 
Mstep: Class 3 contains 31590 members 
Mstep: Class 4 contains 17145 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 130904 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10870 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431876.000000 Penalty: 34291.625000
Iteration 57Q: 18 clusters Score -2.943188e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 31548 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 130858 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431880.000000 Penalty: 34291.625000
Iteration 58Q: 18 clusters Score -2.943188e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 31518 members 
Mstep: Class 4 contains 17196 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 6003 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 130809 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10929 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431900.000000 Penalty: 34291.625000
Iteration 59Q: 18 clusters Score -2.94319e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 18534 members 
Mstep: Class 3 contains 31509 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 130740 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 10971 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431940.000000 Penalty: 34291.625000
Iteration 60F: 18 clusters Score -2.943194e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 18539 members 
Mstep: Class 3 contains 31494 members 
Mstep: Class 4 contains 17280 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 130663 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11006 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431936.000000 Penalty: 34291.625000
Iteration 61Q: 18 clusters Score -2.943194e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 18542 members 
Mstep: Class 3 contains 31473 members 
Mstep: Class 4 contains 17323 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 130592 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431938.000000 Penalty: 34291.625000
Iteration 62Q: 18 clusters Score -2.943194e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 31460 members 
Mstep: Class 4 contains 17362 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 5203 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 130538 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431936.000000 Penalty: 34291.625000
Iteration 63Q: 18 clusters Score -2.943194e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 18524 members 
Mstep: Class 3 contains 31437 members 
Mstep: Class 4 contains 17389 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 130505 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431986.000000 Penalty: 34291.625000
Iteration 64Q: 18 clusters Score -2.943199e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 31414 members 
Mstep: Class 4 contains 17405 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 5975 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 130472 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11134 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431930.000000 Penalty: 34291.625000
Iteration 65Q: 18 clusters Score -2.943193e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 18508 members 
Mstep: Class 3 contains 31385 members 
Mstep: Class 4 contains 17427 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 130456 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11150 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431944.000000 Penalty: 34291.625000
Iteration 66Q: 18 clusters Score -2.943194e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 31355 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 5295 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 130441 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11162 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431944.000000 Penalty: 34291.625000
Iteration 67Q: 18 clusters Score -2.943194e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 18497 members 
Mstep: Class 3 contains 31315 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 5966 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 130438 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11175 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431910.000000 Penalty: 34291.625000
Iteration 68Q: 18 clusters Score -2.943191e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 18494 members 
Mstep: Class 3 contains 31278 members 
Mstep: Class 4 contains 17503 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 130432 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431968.000000 Penalty: 34291.625000
Iteration 69Q: 18 clusters Score -2.943197e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 18499 members 
Mstep: Class 3 contains 31238 members 
Mstep: Class 4 contains 17530 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5353 members 
Mstep: Class 9 contains 5965 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 130414 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 18 clusters Score -2.943203e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 31212 members 
Mstep: Class 4 contains 17549 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 130405 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 18 clusters Score -2.943215e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 18508 members 
Mstep: Class 3 contains 31171 members 
Mstep: Class 4 contains 17572 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 5954 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 130428 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 11200 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 18 clusters Score -2.943219e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 18512 members 
Mstep: Class 3 contains 31129 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5386 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 130422 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 11204 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 18 clusters Score -2.943222e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 31093 members 
Mstep: Class 4 contains 17638 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 5945 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 130426 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 11206 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 18 clusters Score -2.943216e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 31038 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 5416 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 130448 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 18 clusters Score -2.943218e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 18526 members 
Mstep: Class 3 contains 30969 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 130464 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11201 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432232.000000 Penalty: 34291.625000
Iteration 76Q: 18 clusters Score -2.943223e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 18528 members 
Mstep: Class 3 contains 30902 members 
Mstep: Class 4 contains 17739 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 130490 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432208.000000 Penalty: 34291.625000
Iteration 77Q: 18 clusters Score -2.943221e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 18522 members 
Mstep: Class 3 contains 30854 members 
Mstep: Class 4 contains 17772 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 130504 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432192.000000 Penalty: 34291.625000
Iteration 78Q: 18 clusters Score -2.943219e+07 nChanged 221
Entering ConstructFrom: 
Score: -29432192.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1171990.625000 Penalty: 1487.177734
	Iteration 0F: 2 clusters Score -1171991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1165136.875000 Penalty: 2974.355469
	Iteration 0F: 3 clusters Score -1165137 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1167263.000000 Penalty: 2974.355469
	Iteration 1F: 3 clusters Score -1167263 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1167488.000000 Penalty: 2974.355469
	Iteration 2F: 3 clusters Score -1167488 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1167678.750000 Penalty: 2974.355469
	Iteration 3Q: 3 clusters Score -1167679 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1167888.250000 Penalty: 2974.355469
	Iteration 4Q: 3 clusters Score -1167888 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1168094.250000 Penalty: 2974.355469
	Iteration 5Q: 3 clusters Score -1168094 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1168305.125000 Penalty: 2974.355469
	Iteration 6Q: 3 clusters Score -1168305 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1168583.125000 Penalty: 2974.355469
	Iteration 7Q: 3 clusters Score -1168583 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1168978.750000 Penalty: 2974.355469
	Iteration 8F: 3 clusters Score -1168979 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1169414.375000 Penalty: 2974.355469
	Iteration 9F: 3 clusters Score -1169414 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1169837.500000 Penalty: 2974.355469
	Iteration 10Q: 3 clusters Score -1169838 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1170158.625000 Penalty: 2974.355469
	Iteration 11Q: 3 clusters Score -1170159 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1170372.500000 Penalty: 2974.355469
	Iteration 12Q: 3 clusters Score -1170372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1170512.125000 Penalty: 2974.355469
	Iteration 13Q: 3 clusters Score -1170512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1170598.250000 Penalty: 2974.355469
	Iteration 14Q: 3 clusters Score -1170598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1170627.375000 Penalty: 2974.355469
	Iteration 15Q: 3 clusters Score -1170627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1170642.375000 Penalty: 2974.355469
	Iteration 16Q: 3 clusters Score -1170642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1170657.875000 Penalty: 2974.355469
	Iteration 17Q: 3 clusters Score -1170658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1170667.875000 Penalty: 2974.355469
	Iteration 18Q: 3 clusters Score -1170668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1170672.875000 Penalty: 2974.355469
	Iteration 19Q: 3 clusters Score -1170673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1170679.000000 Penalty: 2974.355469
	Iteration 20F: 3 clusters Score -1170679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1170686.250000 Penalty: 2974.355469
	Iteration 21Q: 3 clusters Score -1170686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1170694.500000 Penalty: 2974.355469
	Iteration 22Q: 3 clusters Score -1170694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1170697.500000 Penalty: 2974.355469
	Iteration 23Q: 3 clusters Score -1170698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1170703.250000 Penalty: 2974.355469
	Iteration 24Q: 3 clusters Score -1170703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1170705.625000 Penalty: 2974.355469
	Iteration 25Q: 3 clusters Score -1170706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1170707.500000 Penalty: 2974.355469
	Iteration 26Q: 3 clusters Score -1170708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1170713.875000 Penalty: 2974.355469
	Iteration 27Q: 3 clusters Score -1170714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1170722.125000 Penalty: 2974.355469
	Iteration 28Q: 3 clusters Score -1170722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1170727.500000 Penalty: 2974.355469
	Iteration 29Q: 3 clusters Score -1170728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1170727.625000 Penalty: 2974.355469
	Iteration 30Q: 3 clusters Score -1170728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1170727.625000 Penalty: 2974.355469
	Iteration 31F: 3 clusters Score -1170728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Entering Unmasked Estep 
Score: -2212132.500000 Penalty: 1596.805908
	Iteration 0F: 2 clusters Score -2212132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2199394.000000 Penalty: 3193.611816
	Iteration 0F: 3 clusters Score -2199394 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2204073.500000 Penalty: 3193.611816
	Iteration 1F: 3 clusters Score -2204074 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2204450.500000 Penalty: 3193.611816
	Iteration 2F: 3 clusters Score -2204450 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2204841.750000 Penalty: 3193.611816
	Iteration 3Q: 3 clusters Score -2204842 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2205315.250000 Penalty: 3193.611816
	Iteration 4F: 3 clusters Score -2205315 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2205981.500000 Penalty: 3193.611816
	Iteration 5F: 3 clusters Score -2205982 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2206876.250000 Penalty: 3193.611816
	Iteration 6F: 3 clusters Score -2206876 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2207894.250000 Penalty: 3193.611816
	Iteration 7F: 3 clusters Score -2207894 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2208805.500000 Penalty: 3193.611816
	Iteration 8F: 3 clusters Score -2208806 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2209483.000000 Penalty: 3193.611816
	Iteration 9Q: 3 clusters Score -2209483 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2209951.500000 Penalty: 3193.611816
	Iteration 10Q: 3 clusters Score -2209952 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2210253.500000 Penalty: 3193.611816
	Iteration 11Q: 3 clusters Score -2210254 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2210442.250000 Penalty: 3193.611816
	Iteration 12Q: 3 clusters Score -2210442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2210583.500000 Penalty: 3193.611816
	Iteration 13Q: 3 clusters Score -2210584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2210665.250000 Penalty: 3193.611816
	Iteration 14Q: 3 clusters Score -2210665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2210726.250000 Penalty: 3193.611816
	Iteration 15Q: 3 clusters Score -2210726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2210781.250000 Penalty: 3193.611816
	Iteration 16Q: 3 clusters Score -2210781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2210830.250000 Penalty: 3193.611816
	Iteration 17Q: 3 clusters Score -2210830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2210869.250000 Penalty: 3193.611816
	Iteration 18Q: 3 clusters Score -2210869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2210911.750000 Penalty: 3193.611816
	Iteration 19Q: 3 clusters Score -2210912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2210934.000000 Penalty: 3193.611816
	Iteration 20F: 3 clusters Score -2210934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2210948.750000 Penalty: 3193.611816
	Iteration 21Q: 3 clusters Score -2210949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2210961.000000 Penalty: 3193.611816
	Iteration 22Q: 3 clusters Score -2210961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2210972.250000 Penalty: 3193.611816
	Iteration 23Q: 3 clusters Score -2210972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2210980.000000 Penalty: 3193.611816
	Iteration 24Q: 3 clusters Score -2210980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2210989.250000 Penalty: 3193.611816
	Iteration 25Q: 3 clusters Score -2210989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2210995.250000 Penalty: 3193.611816
	Iteration 26Q: 3 clusters Score -2210995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2211000.500000 Penalty: 3193.611816
	Iteration 27Q: 3 clusters Score -2211000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2211005.000000 Penalty: 3193.611816
	Iteration 28Q: 3 clusters Score -2211005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2211011.500000 Penalty: 3193.611816
	Iteration 29Q: 3 clusters Score -2211012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2211016.500000 Penalty: 3193.611816
	Iteration 30Q: 3 clusters Score -2211016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2211022.750000 Penalty: 3193.611816
	Iteration 31Q: 3 clusters Score -2211023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2211023.750000 Penalty: 3193.611816
	Iteration 32Q: 3 clusters Score -2211024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2211025.750000 Penalty: 3193.611816
	Iteration 33Q: 3 clusters Score -2211026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2211025.000000 Penalty: 3193.611816
	Iteration 34Q: 3 clusters Score -2211025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2211029.250000 Penalty: 3193.611816
	Iteration 35Q: 3 clusters Score -2211029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2211031.000000 Penalty: 3193.611816
	Iteration 36Q: 3 clusters Score -2211031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2211031.250000 Penalty: 3193.611816
	Iteration 37Q: 3 clusters Score -2211031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2211032.000000 Penalty: 3193.611816
	Iteration 38Q: 3 clusters Score -2211032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2211031.500000 Penalty: 3193.611816
	Iteration 39Q: 3 clusters Score -2211032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2211032.750000 Penalty: 3193.611816
	Iteration 40F: 3 clusters Score -2211033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Entering Unmasked Estep 
Score: -3855922.250000 Penalty: 1679.602661
	Iteration 0F: 2 clusters Score -3855922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3835851.000000 Penalty: 3359.205322
	Iteration 0F: 3 clusters Score -3835851 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3843645.250000 Penalty: 3359.205322
	Iteration 1F: 3 clusters Score -3843645 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3844073.750000 Penalty: 3359.205322
	Iteration 2Q: 3 clusters Score -3844074 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3844565.250000 Penalty: 3359.205322
	Iteration 3Q: 3 clusters Score -3844565 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3845176.500000 Penalty: 3359.205322
	Iteration 4Q: 3 clusters Score -3845176 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3845964.000000 Penalty: 3359.205322
	Iteration 5Q: 3 clusters Score -3845964 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3847221.250000 Penalty: 3359.205322
	Iteration 6F: 3 clusters Score -3847221 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3848822.250000 Penalty: 3359.205322
	Iteration 7F: 3 clusters Score -3848822 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3850231.000000 Penalty: 3359.205322
	Iteration 8F: 3 clusters Score -3850231 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3850871.500000 Penalty: 3359.205322
	Iteration 9Q: 3 clusters Score -3850872 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3851076.000000 Penalty: 3359.205322
	Iteration 10Q: 3 clusters Score -3851076 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3851221.000000 Penalty: 3359.205322
	Iteration 11Q: 3 clusters Score -3851221 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3851356.500000 Penalty: 3359.205322
	Iteration 12Q: 3 clusters Score -3851356 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3851462.000000 Penalty: 3359.205322
	Iteration 13Q: 3 clusters Score -3851462 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3851579.250000 Penalty: 3359.205322
	Iteration 14Q: 3 clusters Score -3851579 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3851676.250000 Penalty: 3359.205322
	Iteration 15Q: 3 clusters Score -3851676 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3851779.750000 Penalty: 3359.205322
	Iteration 16Q: 3 clusters Score -3851780 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3851880.500000 Penalty: 3359.205322
	Iteration 17Q: 3 clusters Score -3851880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3851975.750000 Penalty: 3359.205322
	Iteration 18Q: 3 clusters Score -3851976 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3852041.750000 Penalty: 3359.205322
	Iteration 19Q: 3 clusters Score -3852042 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3852121.750000 Penalty: 3359.205322
	Iteration 20F: 3 clusters Score -3852122 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3852180.750000 Penalty: 3359.205322
	Iteration 21Q: 3 clusters Score -3852181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3852219.500000 Penalty: 3359.205322
	Iteration 22Q: 3 clusters Score -3852220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3852272.750000 Penalty: 3359.205322
	Iteration 23Q: 3 clusters Score -3852273 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3852317.750000 Penalty: 3359.205322
	Iteration 24Q: 3 clusters Score -3852318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3852370.750000 Penalty: 3359.205322
	Iteration 25Q: 3 clusters Score -3852371 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3852433.000000 Penalty: 3359.205322
	Iteration 26Q: 3 clusters Score -3852433 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3852497.500000 Penalty: 3359.205322
	Iteration 27Q: 3 clusters Score -3852498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3852565.500000 Penalty: 3359.205322
	Iteration 28Q: 3 clusters Score -3852566 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3852605.250000 Penalty: 3359.205322
	Iteration 29Q: 3 clusters Score -3852605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3852656.500000 Penalty: 3359.205322
	Iteration 30Q: 3 clusters Score -3852656 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3852719.000000 Penalty: 3359.205322
	Iteration 31Q: 3 clusters Score -3852719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3852780.000000 Penalty: 3359.205322
	Iteration 32Q: 3 clusters Score -3852780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3852841.500000 Penalty: 3359.205322
	Iteration 33Q: 3 clusters Score -3852842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3852912.250000 Penalty: 3359.205322
	Iteration 34Q: 3 clusters Score -3852912 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3852994.000000 Penalty: 3359.205322
	Iteration 35Q: 3 clusters Score -3852994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3853058.750000 Penalty: 3359.205322
	Iteration 36Q: 3 clusters Score -3853059 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3853126.500000 Penalty: 3359.205322
	Iteration 37Q: 3 clusters Score -3853126 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3853187.750000 Penalty: 3359.205322
	Iteration 38Q: 3 clusters Score -3853188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3853249.250000 Penalty: 3359.205322
	Iteration 39Q: 3 clusters Score -3853249 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3853285.750000 Penalty: 3359.205322
	Iteration 40F: 3 clusters Score -3853286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3853315.750000 Penalty: 3359.205322
	Iteration 41Q: 3 clusters Score -3853316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3853349.750000 Penalty: 3359.205322
	Iteration 42Q: 3 clusters Score -3853350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3853383.250000 Penalty: 3359.205322
	Iteration 43Q: 3 clusters Score -3853383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3853403.750000 Penalty: 3359.205322
	Iteration 44Q: 3 clusters Score -3853404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3853430.500000 Penalty: 3359.205322
	Iteration 45Q: 3 clusters Score -3853430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3853446.000000 Penalty: 3359.205322
	Iteration 46Q: 3 clusters Score -3853446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3853453.750000 Penalty: 3359.205322
	Iteration 47Q: 3 clusters Score -3853454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3853481.750000 Penalty: 3359.205322
	Iteration 48Q: 3 clusters Score -3853482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3853500.250000 Penalty: 3359.205322
	Iteration 49Q: 3 clusters Score -3853500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3853518.750000 Penalty: 3359.205322
	Iteration 50Q: 3 clusters Score -3853519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3853522.250000 Penalty: 3359.205322
	Iteration 51Q: 3 clusters Score -3853522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3853524.500000 Penalty: 3359.205322
	Iteration 52Q: 3 clusters Score -3853524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3853542.500000 Penalty: 3359.205322
	Iteration 53Q: 3 clusters Score -3853542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3853549.500000 Penalty: 3359.205322
	Iteration 54Q: 3 clusters Score -3853550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3853566.250000 Penalty: 3359.205322
	Iteration 55Q: 3 clusters Score -3853566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3853572.250000 Penalty: 3359.205322
	Iteration 56Q: 3 clusters Score -3853572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3853579.500000 Penalty: 3359.205322
	Iteration 57Q: 3 clusters Score -3853580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3853593.000000 Penalty: 3359.205322
	Iteration 58Q: 3 clusters Score -3853593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3853613.000000 Penalty: 3359.205322
	Iteration 59Q: 3 clusters Score -3853613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3853618.500000 Penalty: 3359.205322
	Iteration 60F: 3 clusters Score -3853618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3853630.750000 Penalty: 3359.205322
	Iteration 61Q: 3 clusters Score -3853631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3853637.500000 Penalty: 3359.205322
	Iteration 62Q: 3 clusters Score -3853638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3853651.000000 Penalty: 3359.205322
	Iteration 63Q: 3 clusters Score -3853651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3853659.750000 Penalty: 3359.205322
	Iteration 64Q: 3 clusters Score -3853660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3853669.000000 Penalty: 3359.205322
	Iteration 65Q: 3 clusters Score -3853669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3853677.750000 Penalty: 3359.205322
	Iteration 66Q: 3 clusters Score -3853678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3853682.250000 Penalty: 3359.205322
	Iteration 67Q: 3 clusters Score -3853682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3853687.250000 Penalty: 3359.205322
	Iteration 68Q: 3 clusters Score -3853687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3853698.750000 Penalty: 3359.205322
	Iteration 69Q: 3 clusters Score -3853699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3853710.500000 Penalty: 3359.205322
	Iteration 70Q: 3 clusters Score -3853710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3853711.250000 Penalty: 3359.205322
	Iteration 71Q: 3 clusters Score -3853711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3853716.250000 Penalty: 3359.205322
	Iteration 72Q: 3 clusters Score -3853716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3853731.250000 Penalty: 3359.205322
	Iteration 73Q: 3 clusters Score -3853731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3853750.750000 Penalty: 3359.205322
	Iteration 74Q: 3 clusters Score -3853751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3853750.750000 Penalty: 3359.205322
	Iteration 75Q: 3 clusters Score -3853751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3853767.250000 Penalty: 3359.205322
	Iteration 76Q: 3 clusters Score -3853767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3853781.250000 Penalty: 3359.205322
	Iteration 77Q: 3 clusters Score -3853781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3853801.250000 Penalty: 3359.205322
	Iteration 78Q: 3 clusters Score -3853801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3853806.250000 Penalty: 3359.205322
	Iteration 79Q: 3 clusters Score -3853806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3853812.000000 Penalty: 3359.205322
	Iteration 80F: 3 clusters Score -3853812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3853822.250000 Penalty: 3359.205322
	Iteration 81Q: 3 clusters Score -3853822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3853840.750000 Penalty: 3359.205322
	Iteration 82Q: 3 clusters Score -3853841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3853857.250000 Penalty: 3359.205322
	Iteration 83Q: 3 clusters Score -3853857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3853871.000000 Penalty: 3359.205322
	Iteration 84Q: 3 clusters Score -3853871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3853882.500000 Penalty: 3359.205322
	Iteration 85Q: 3 clusters Score -3853882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3853903.000000 Penalty: 3359.205322
	Iteration 86Q: 3 clusters Score -3853903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3853911.250000 Penalty: 3359.205322
	Iteration 87Q: 3 clusters Score -3853911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3853944.000000 Penalty: 3359.205322
	Iteration 88Q: 3 clusters Score -3853944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3853957.250000 Penalty: 3359.205322
	Iteration 89Q: 3 clusters Score -3853957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3853989.750000 Penalty: 3359.205322
	Iteration 90Q: 3 clusters Score -3853990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3854011.250000 Penalty: 3359.205322
	Iteration 91Q: 3 clusters Score -3854011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3854024.000000 Penalty: 3359.205322
	Iteration 92Q: 3 clusters Score -3854024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3854047.000000 Penalty: 3359.205322
	Iteration 93Q: 3 clusters Score -3854047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3854054.750000 Penalty: 3359.205322
	Iteration 94Q: 3 clusters Score -3854055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3854070.500000 Penalty: 3359.205322
	Iteration 95Q: 3 clusters Score -3854070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3854083.750000 Penalty: 3359.205322
	Iteration 96Q: 3 clusters Score -3854084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3854097.000000 Penalty: 3359.205322
	Iteration 97Q: 3 clusters Score -3854097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3854118.250000 Penalty: 3359.205322
	Iteration 98Q: 3 clusters Score -3854118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3854141.750000 Penalty: 3359.205322
	Iteration 99Q: 3 clusters Score -3854142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3854149.500000 Penalty: 3359.205322
	Iteration 100F: 3 clusters Score -3854150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3854156.000000 Penalty: 3359.205322
	Iteration 101Q: 3 clusters Score -3854156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3854169.000000 Penalty: 3359.205322
	Iteration 102Q: 3 clusters Score -3854169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3854172.750000 Penalty: 3359.205322
	Iteration 103Q: 3 clusters Score -3854173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3854175.750000 Penalty: 3359.205322
	Iteration 104Q: 3 clusters Score -3854176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3854190.500000 Penalty: 3359.205322
	Iteration 105Q: 3 clusters Score -3854190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3854194.250000 Penalty: 3359.205322
	Iteration 106Q: 3 clusters Score -3854194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3854208.250000 Penalty: 3359.205322
	Iteration 107Q: 3 clusters Score -3854208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3854215.250000 Penalty: 3359.205322
	Iteration 108Q: 3 clusters Score -3854215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3854224.750000 Penalty: 3359.205322
	Iteration 109Q: 3 clusters Score -3854225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3854234.250000 Penalty: 3359.205322
	Iteration 110Q: 3 clusters Score -3854234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3854247.500000 Penalty: 3359.205322
	Iteration 111Q: 3 clusters Score -3854248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3854254.250000 Penalty: 3359.205322
	Iteration 112Q: 3 clusters Score -3854254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3854267.750000 Penalty: 3359.205322
	Iteration 113Q: 3 clusters Score -3854268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3854283.750000 Penalty: 3359.205322
	Iteration 114Q: 3 clusters Score -3854284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3854294.750000 Penalty: 3359.205322
	Iteration 115Q: 3 clusters Score -3854295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3854304.500000 Penalty: 3359.205322
	Iteration 116Q: 3 clusters Score -3854304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3854315.500000 Penalty: 3359.205322
	Iteration 117Q: 3 clusters Score -3854316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3854328.250000 Penalty: 3359.205322
	Iteration 118Q: 3 clusters Score -3854328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3854346.000000 Penalty: 3359.205322
	Iteration 119Q: 3 clusters Score -3854346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3854361.500000 Penalty: 3359.205322
	Iteration 120F: 3 clusters Score -3854362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3854377.750000 Penalty: 3359.205322
	Iteration 121Q: 3 clusters Score -3854378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3854386.000000 Penalty: 3359.205322
	Iteration 122Q: 3 clusters Score -3854386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3854407.000000 Penalty: 3359.205322
	Iteration 123Q: 3 clusters Score -3854407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3854422.750000 Penalty: 3359.205322
	Iteration 124Q: 3 clusters Score -3854423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3854431.000000 Penalty: 3359.205322
	Iteration 125Q: 3 clusters Score -3854431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3854438.500000 Penalty: 3359.205322
	Iteration 126Q: 3 clusters Score -3854438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3854445.250000 Penalty: 3359.205322
	Iteration 127Q: 3 clusters Score -3854445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3854447.750000 Penalty: 3359.205322
	Iteration 128Q: 3 clusters Score -3854448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3854451.500000 Penalty: 3359.205322
	Iteration 129Q: 3 clusters Score -3854452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3854446.750000 Penalty: 3359.205322
	Iteration 130Q: 3 clusters Score -3854447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3854451.250000 Penalty: 3359.205322
	Iteration 131Q: 3 clusters Score -3854451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3854453.250000 Penalty: 3359.205322
	Iteration 132Q: 3 clusters Score -3854453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3854457.250000 Penalty: 3359.205322
	Iteration 133Q: 3 clusters Score -3854457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3854455.750000 Penalty: 3359.205322
	Iteration 134Q: 3 clusters Score -3854456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3854465.000000 Penalty: 3359.205322
	Iteration 135Q: 3 clusters Score -3854465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3854464.750000 Penalty: 3359.205322
	Iteration 136Q: 3 clusters Score -3854465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3854463.750000 Penalty: 3359.205322
	Iteration 137Q: 3 clusters Score -3854464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3854465.000000 Penalty: 3359.205322
	Iteration 138Q: 3 clusters Score -3854465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3854465.500000 Penalty: 3359.205322
	Iteration 139Q: 3 clusters Score -3854466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3854465.500000 Penalty: 3359.205322
	Iteration 140F: 3 clusters Score -3854466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Entering Unmasked Estep 
Score: -2157454.750000 Penalty: 1590.498535
	Iteration 0F: 2 clusters Score -2157455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2145195.000000 Penalty: 3180.997070
	Iteration 0F: 3 clusters Score -2145195 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2149720.500000 Penalty: 3180.997070
	Iteration 1F: 3 clusters Score -2149720 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2150178.500000 Penalty: 3180.997070
	Iteration 2F: 3 clusters Score -2150178 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2150738.500000 Penalty: 3180.997070
	Iteration 3F: 3 clusters Score -2150738 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2151541.750000 Penalty: 3180.997070
	Iteration 4F: 3 clusters Score -2151542 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2152659.500000 Penalty: 3180.997070
	Iteration 5F: 3 clusters Score -2152660 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2153812.250000 Penalty: 3180.997070
	Iteration 6F: 3 clusters Score -2153812 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2154863.750000 Penalty: 3180.997070
	Iteration 7F: 3 clusters Score -2154864 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2155773.250000 Penalty: 3180.997070
	Iteration 8F: 3 clusters Score -2155773 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2156351.000000 Penalty: 3180.997070
	Iteration 9Q: 3 clusters Score -2156351 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2156642.750000 Penalty: 3180.997070
	Iteration 10Q: 3 clusters Score -2156643 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2156792.750000 Penalty: 3180.997070
	Iteration 11Q: 3 clusters Score -2156793 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2156899.000000 Penalty: 3180.997070
	Iteration 12Q: 3 clusters Score -2156899 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2156980.000000 Penalty: 3180.997070
	Iteration 13Q: 3 clusters Score -2156980 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2157044.250000 Penalty: 3180.997070
	Iteration 14Q: 3 clusters Score -2157044 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2157112.750000 Penalty: 3180.997070
	Iteration 15Q: 3 clusters Score -2157113 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2157158.750000 Penalty: 3180.997070
	Iteration 16Q: 3 clusters Score -2157159 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2157182.500000 Penalty: 3180.997070
	Iteration 17Q: 3 clusters Score -2157182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2157219.500000 Penalty: 3180.997070
	Iteration 18Q: 3 clusters Score -2157220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2157257.750000 Penalty: 3180.997070
	Iteration 19Q: 3 clusters Score -2157258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2157278.750000 Penalty: 3180.997070
	Iteration 20F: 3 clusters Score -2157279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2157311.000000 Penalty: 3180.997070
	Iteration 21Q: 3 clusters Score -2157311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2157344.750000 Penalty: 3180.997070
	Iteration 22Q: 3 clusters Score -2157345 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2157375.500000 Penalty: 3180.997070
	Iteration 23Q: 3 clusters Score -2157376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2157396.500000 Penalty: 3180.997070
	Iteration 24Q: 3 clusters Score -2157396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2157406.250000 Penalty: 3180.997070
	Iteration 25Q: 3 clusters Score -2157406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2157422.250000 Penalty: 3180.997070
	Iteration 26Q: 3 clusters Score -2157422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2157435.750000 Penalty: 3180.997070
	Iteration 27Q: 3 clusters Score -2157436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2157445.750000 Penalty: 3180.997070
	Iteration 28Q: 3 clusters Score -2157446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2157461.500000 Penalty: 3180.997070
	Iteration 29Q: 3 clusters Score -2157462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2157463.250000 Penalty: 3180.997070
	Iteration 30Q: 3 clusters Score -2157463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2157468.000000 Penalty: 3180.997070
	Iteration 31Q: 3 clusters Score -2157468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2157466.250000 Penalty: 3180.997070
	Iteration 32Q: 3 clusters Score -2157466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2157470.750000 Penalty: 3180.997070
	Iteration 33Q: 3 clusters Score -2157471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2157478.000000 Penalty: 3180.997070
	Iteration 34Q: 3 clusters Score -2157478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2157485.250000 Penalty: 3180.997070
	Iteration 35Q: 3 clusters Score -2157485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2157489.500000 Penalty: 3180.997070
	Iteration 36Q: 3 clusters Score -2157490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2157492.250000 Penalty: 3180.997070
	Iteration 37Q: 3 clusters Score -2157492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2157493.500000 Penalty: 3180.997070
	Iteration 38Q: 3 clusters Score -2157494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2157495.750000 Penalty: 3180.997070
	Iteration 39Q: 3 clusters Score -2157496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2157499.750000 Penalty: 3180.997070
	Iteration 40F: 3 clusters Score -2157500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2157504.000000 Penalty: 3180.997070
	Iteration 41Q: 3 clusters Score -2157504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 3180.997070
	Iteration 42Q: 3 clusters Score -2157501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2157499.750000 Penalty: 3180.997070
	Iteration 43Q: 3 clusters Score -2157500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2157500.500000 Penalty: 3180.997070
	Iteration 44Q: 3 clusters Score -2157500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 3180.997070
	Iteration 45Q: 3 clusters Score -2157501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 3180.997070
	Iteration 46Q: 3 clusters Score -2157501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2157500.750000 Penalty: 3180.997070
	Iteration 47Q: 3 clusters Score -2157501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2157502.750000 Penalty: 3180.997070
	Iteration 48Q: 3 clusters Score -2157503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2157503.000000 Penalty: 3180.997070
	Iteration 49Q: 3 clusters Score -2157503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2157501.750000 Penalty: 3180.997070
	Iteration 50Q: 3 clusters Score -2157502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2157500.750000 Penalty: 3180.997070
	Iteration 51Q: 3 clusters Score -2157501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2157500.750000 Penalty: 3180.997070
	Iteration 52Q: 3 clusters Score -2157501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2157500.750000 Penalty: 3180.997070
	Iteration 53F: 3 clusters Score -2157501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 18518 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 14866 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 130489 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4687 members 
Entering Unmasked Estep 
Score: -29431826.000000 Penalty: 36308.777344
Splitting cluster 4 changes total score from -29432192.000000 to -29431826.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -468260.093750 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -468260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -465077.906250 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -465077.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -465842.187500 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -465842.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -465985.687500 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -465985.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -466072.750000 Penalty: 2674.417480
	Iteration 3Q: 3 clusters Score -466072.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -466134.062500 Penalty: 2674.417480
	Iteration 4Q: 3 clusters Score -466134.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -466181.125000 Penalty: 2674.417480
	Iteration 5Q: 3 clusters Score -466181.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -466225.062500 Penalty: 2674.417480
	Iteration 6Q: 3 clusters Score -466225.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -466259.281250 Penalty: 2674.417480
	Iteration 7Q: 3 clusters Score -466259.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -466286.531250 Penalty: 2674.417480
	Iteration 8Q: 3 clusters Score -466286.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -466308.875000 Penalty: 2674.417480
	Iteration 9Q: 3 clusters Score -466308.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -466327.187500 Penalty: 2674.417480
	Iteration 10Q: 3 clusters Score -466327.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -466340.000000 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -466340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -466351.562500 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -466351.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -466367.437500 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -466367.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -466381.968750 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -466382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -466399.343750 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -466399.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -466412.093750 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -466412.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -466425.031250 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -466425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -466435.531250 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -466435.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -466447.093750 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -466447.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -466454.000000 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -466454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -466461.031250 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -466461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -466468.031250 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -466468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -466475.000000 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -466475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -466484.843750 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -466484.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -466493.562500 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -466493.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -466507.250000 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -466507.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -466523.000000 Penalty: 2674.417480
	Iteration 27Q: 3 clusters Score -466523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -466533.562500 Penalty: 2674.417480
	Iteration 28Q: 3 clusters Score -466533.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -466540.562500 Penalty: 2674.417480
	Iteration 29Q: 3 clusters Score -466540.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -466549.875000 Penalty: 2674.417480
	Iteration 30Q: 3 clusters Score -466549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -466556.906250 Penalty: 2674.417480
	Iteration 31Q: 3 clusters Score -466556.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -466567.718750 Penalty: 2674.417480
	Iteration 32Q: 3 clusters Score -466567.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -466574.562500 Penalty: 2674.417480
	Iteration 33Q: 3 clusters Score -466574.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -466587.968750 Penalty: 2674.417480
	Iteration 34Q: 3 clusters Score -466588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -466599.375000 Penalty: 2674.417480
	Iteration 35Q: 3 clusters Score -466599.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -466612.000000 Penalty: 2674.417480
	Iteration 36Q: 3 clusters Score -466612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -466625.781250 Penalty: 2674.417480
	Iteration 37Q: 3 clusters Score -466625.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -466645.093750 Penalty: 2674.417480
	Iteration 38Q: 3 clusters Score -466645.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -466664.062500 Penalty: 2674.417480
	Iteration 39Q: 3 clusters Score -466664.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -466681.625000 Penalty: 2674.417480
	Iteration 40F: 3 clusters Score -466681.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -466699.187500 Penalty: 2674.417480
	Iteration 41Q: 3 clusters Score -466699.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -466716.218750 Penalty: 2674.417480
	Iteration 42Q: 3 clusters Score -466716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -466733.375000 Penalty: 2674.417480
	Iteration 43Q: 3 clusters Score -466733.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -466751.812500 Penalty: 2674.417480
	Iteration 44Q: 3 clusters Score -466751.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -466768.218750 Penalty: 2674.417480
	Iteration 45Q: 3 clusters Score -466768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -466781.687500 Penalty: 2674.417480
	Iteration 46Q: 3 clusters Score -466781.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -466796.125000 Penalty: 2674.417480
	Iteration 47Q: 3 clusters Score -466796.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -466810.562500 Penalty: 2674.417480
	Iteration 48Q: 3 clusters Score -466810.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -466822.906250 Penalty: 2674.417480
	Iteration 49Q: 3 clusters Score -466822.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -466835.968750 Penalty: 2674.417480
	Iteration 50Q: 3 clusters Score -466836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -466857.906250 Penalty: 2674.417480
	Iteration 51Q: 3 clusters Score -466857.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -466876.750000 Penalty: 2674.417480
	Iteration 52Q: 3 clusters Score -466876.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -466893.250000 Penalty: 2674.417480
	Iteration 53Q: 3 clusters Score -466893.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -466912.625000 Penalty: 2674.417480
	Iteration 54Q: 3 clusters Score -466912.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -466929.312500 Penalty: 2674.417480
	Iteration 55Q: 3 clusters Score -466929.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -466943.375000 Penalty: 2674.417480
	Iteration 56Q: 3 clusters Score -466943.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -466963.437500 Penalty: 2674.417480
	Iteration 57Q: 3 clusters Score -466963.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -466978.406250 Penalty: 2674.417480
	Iteration 58Q: 3 clusters Score -466978.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -466994.500000 Penalty: 2674.417480
	Iteration 59Q: 3 clusters Score -466994.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -467015.750000 Penalty: 2674.417480
	Iteration 60F: 3 clusters Score -467015.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -467042.375000 Penalty: 2674.417480
	Iteration 61Q: 3 clusters Score -467042.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -467063.312500 Penalty: 2674.417480
	Iteration 62Q: 3 clusters Score -467063.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -467088.687500 Penalty: 2674.417480
	Iteration 63Q: 3 clusters Score -467088.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -467107.500000 Penalty: 2674.417480
	Iteration 64Q: 3 clusters Score -467107.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -467119.531250 Penalty: 2674.417480
	Iteration 65Q: 3 clusters Score -467119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -467131.000000 Penalty: 2674.417480
	Iteration 66Q: 3 clusters Score -467131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -467136.937500 Penalty: 2674.417480
	Iteration 67Q: 3 clusters Score -467136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -467138.812500 Penalty: 2674.417480
	Iteration 68Q: 3 clusters Score -467138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -467143.218750 Penalty: 2674.417480
	Iteration 69Q: 3 clusters Score -467143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -467144.187500 Penalty: 2674.417480
	Iteration 70Q: 3 clusters Score -467144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -467145.375000 Penalty: 2674.417480
	Iteration 71Q: 3 clusters Score -467145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -467146.250000 Penalty: 2674.417480
	Iteration 72Q: 3 clusters Score -467146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -467146.250000 Penalty: 2674.417480
	Iteration 73Q: 3 clusters Score -467146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -467147.156250 Penalty: 2674.417480
	Iteration 74Q: 3 clusters Score -467147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -467147.156250 Penalty: 2674.417480
	Iteration 75F: 3 clusters Score -467147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15514.212891 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15514.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15532.471680 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15532.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15537.752930 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15537.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15541.799805 Penalty: 1515.617798
	Iteration 3Q: 3 clusters Score -15541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15541.799805 Penalty: 1515.617798
	Iteration 4F: 3 clusters Score -15541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -437536.593750 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -437536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -434393.312500 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -434393.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435170.750000 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -435170.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -435343.812500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -435343.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -435458.687500 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -435458.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -435524.093750 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -435524.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -435569.437500 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -435569.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -435605.812500 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -435605.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -435644.218750 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -435644.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -435674.531250 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -435674.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -435697.031250 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -435697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435716.500000 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -435716.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -435729.875000 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -435729.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -435742.812500 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -435742.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -435753.625000 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -435753.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -435767.593750 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -435767.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -435782.718750 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -435782.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -435794.187500 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -435794.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -435807.125000 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -435807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435818.312500 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -435818.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435825.250000 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -435825.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -435834.781250 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -435834.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -435842.812500 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -435842.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -435846.875000 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -435846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -435851.593750 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -435851.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435860.843750 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -435860.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435870.906250 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -435870.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -435880.593750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -435880.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -435891.531250 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -435891.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -435899.812500 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -435899.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -435903.312500 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -435903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -435904.656250 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -435904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435906.843750 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -435906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -435908.062500 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -435908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435909.187500 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -435909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -435910.156250 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -435910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -435912.687500 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -435912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435914.500000 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -435914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435917.062500 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -435917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -435919.437500 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -435919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435921.281250 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -435921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -435923.468750 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -435923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435925.562500 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -435925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435926.750000 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -435926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435928.500000 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -435928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -435929.656250 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -435929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -435930.937500 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -435930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -435931.468750 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -435931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -435932.187500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -435932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -435932.093750 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -435932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -435932.093750 Penalty: 2662.585449
	Iteration 49F: 3 clusters Score -435932.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Entering Unmasked Estep 
Score: -676009.062500 Penalty: 1397.898682
	Iteration 0F: 2 clusters Score -676009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -671715.812500 Penalty: 2795.797363
	Iteration 0F: 3 clusters Score -671715.8 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -672968.625000 Penalty: 2795.797363
	Iteration 1F: 3 clusters Score -672968.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -673177.437500 Penalty: 2795.797363
	Iteration 2F: 3 clusters Score -673177.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -673305.687500 Penalty: 2795.797363
	Iteration 3Q: 3 clusters Score -673305.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -673409.062500 Penalty: 2795.797363
	Iteration 4Q: 3 clusters Score -673409.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -673501.812500 Penalty: 2795.797363
	Iteration 5Q: 3 clusters Score -673501.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -673591.375000 Penalty: 2795.797363
	Iteration 6Q: 3 clusters Score -673591.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -673702.812500 Penalty: 2795.797363
	Iteration 7Q: 3 clusters Score -673702.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -673840.687500 Penalty: 2795.797363
	Iteration 8Q: 3 clusters Score -673840.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -673989.125000 Penalty: 2795.797363
	Iteration 9Q: 3 clusters Score -673989.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -674125.187500 Penalty: 2795.797363
	Iteration 10Q: 3 clusters Score -674125.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -674275.625000 Penalty: 2795.797363
	Iteration 11Q: 3 clusters Score -674275.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -674417.875000 Penalty: 2795.797363
	Iteration 12Q: 3 clusters Score -674417.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -674529.812500 Penalty: 2795.797363
	Iteration 13Q: 3 clusters Score -674529.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -674600.375000 Penalty: 2795.797363
	Iteration 14Q: 3 clusters Score -674600.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -674652.687500 Penalty: 2795.797363
	Iteration 15Q: 3 clusters Score -674652.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -674692.312500 Penalty: 2795.797363
	Iteration 16Q: 3 clusters Score -674692.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -674717.500000 Penalty: 2795.797363
	Iteration 17Q: 3 clusters Score -674717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -674737.937500 Penalty: 2795.797363
	Iteration 18Q: 3 clusters Score -674737.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -674756.562500 Penalty: 2795.797363
	Iteration 19Q: 3 clusters Score -674756.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -674772.437500 Penalty: 2795.797363
	Iteration 20F: 3 clusters Score -674772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -674785.312500 Penalty: 2795.797363
	Iteration 21Q: 3 clusters Score -674785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -674795.937500 Penalty: 2795.797363
	Iteration 22Q: 3 clusters Score -674795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -674802.812500 Penalty: 2795.797363
	Iteration 23Q: 3 clusters Score -674802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -674804.750000 Penalty: 2795.797363
	Iteration 24Q: 3 clusters Score -674804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -674805.125000 Penalty: 2795.797363
	Iteration 25Q: 3 clusters Score -674805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -674805.125000 Penalty: 2795.797363
	Iteration 26F: 3 clusters Score -674805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -696176.750000 Penalty: 1411.297729
	Iteration 0F: 2 clusters Score -696176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -691632.625000 Penalty: 2822.595459
	Iteration 0F: 3 clusters Score -691632.6 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -692964.750000 Penalty: 2822.595459
	Iteration 1F: 3 clusters Score -692964.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -693188.937500 Penalty: 2822.595459
	Iteration 2F: 3 clusters Score -693188.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -693364.437500 Penalty: 2822.595459
	Iteration 3F: 3 clusters Score -693364.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -693549.625000 Penalty: 2822.595459
	Iteration 4Q: 3 clusters Score -693549.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -693736.687500 Penalty: 2822.595459
	Iteration 5Q: 3 clusters Score -693736.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -693943.500000 Penalty: 2822.595459
	Iteration 6Q: 3 clusters Score -693943.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -694131.875000 Penalty: 2822.595459
	Iteration 7Q: 3 clusters Score -694131.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -694286.625000 Penalty: 2822.595459
	Iteration 8Q: 3 clusters Score -694286.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -694389.875000 Penalty: 2822.595459
	Iteration 9Q: 3 clusters Score -694389.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -694457.875000 Penalty: 2822.595459
	Iteration 10Q: 3 clusters Score -694457.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -694507.312500 Penalty: 2822.595459
	Iteration 11Q: 3 clusters Score -694507.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -694543.062500 Penalty: 2822.595459
	Iteration 12Q: 3 clusters Score -694543.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -694565.500000 Penalty: 2822.595459
	Iteration 13Q: 3 clusters Score -694565.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -694579.062500 Penalty: 2822.595459
	Iteration 14Q: 3 clusters Score -694579.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -694594.687500 Penalty: 2822.595459
	Iteration 15Q: 3 clusters Score -694594.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -694604.312500 Penalty: 2822.595459
	Iteration 16Q: 3 clusters Score -694604.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -694608.125000 Penalty: 2822.595459
	Iteration 17Q: 3 clusters Score -694608.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -694613.750000 Penalty: 2822.595459
	Iteration 18Q: 3 clusters Score -694613.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -694618.437500 Penalty: 2822.595459
	Iteration 19Q: 3 clusters Score -694618.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -694621.812500 Penalty: 2822.595459
	Iteration 20F: 3 clusters Score -694621.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -694624.375000 Penalty: 2822.595459
	Iteration 21Q: 3 clusters Score -694624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -694626.562500 Penalty: 2822.595459
	Iteration 22Q: 3 clusters Score -694626.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -694628.750000 Penalty: 2822.595459
	Iteration 23Q: 3 clusters Score -694628.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -694630.937500 Penalty: 2822.595459
	Iteration 24Q: 3 clusters Score -694630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -694634.187500 Penalty: 2822.595459
	Iteration 25Q: 3 clusters Score -694634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -694636.000000 Penalty: 2822.595459
	Iteration 26Q: 3 clusters Score -694636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -694638.437500 Penalty: 2822.595459
	Iteration 27Q: 3 clusters Score -694638.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -694639.750000 Penalty: 2822.595459
	Iteration 28Q: 3 clusters Score -694639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -694641.375000 Penalty: 2822.595459
	Iteration 29Q: 3 clusters Score -694641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -694642.875000 Penalty: 2822.595459
	Iteration 30Q: 3 clusters Score -694642.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -694646.875000 Penalty: 2822.595459
	Iteration 31Q: 3 clusters Score -694646.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -694647.250000 Penalty: 2822.595459
	Iteration 32Q: 3 clusters Score -694647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -694651.000000 Penalty: 2822.595459
	Iteration 33Q: 3 clusters Score -694651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -694651.062500 Penalty: 2822.595459
	Iteration 34Q: 3 clusters Score -694651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -694655.312500 Penalty: 2822.595459
	Iteration 35Q: 3 clusters Score -694655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -694656.437500 Penalty: 2822.595459
	Iteration 36Q: 3 clusters Score -694656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -694657.000000 Penalty: 2822.595459
	Iteration 37Q: 3 clusters Score -694657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -694656.375000 Penalty: 2822.595459
	Iteration 38Q: 3 clusters Score -694656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -694660.687500 Penalty: 2822.595459
	Iteration 39Q: 3 clusters Score -694660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -694661.437500 Penalty: 2822.595459
	Iteration 40F: 3 clusters Score -694661.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -694663.500000 Penalty: 2822.595459
	Iteration 41Q: 3 clusters Score -694663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -694663.625000 Penalty: 2822.595459
	Iteration 42Q: 3 clusters Score -694663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -694664.687500 Penalty: 2822.595459
	Iteration 43Q: 3 clusters Score -694664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -694667.125000 Penalty: 2822.595459
	Iteration 44Q: 3 clusters Score -694667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -694668.562500 Penalty: 2822.595459
	Iteration 45Q: 3 clusters Score -694668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -694671.312500 Penalty: 2822.595459
	Iteration 46Q: 3 clusters Score -694671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -694674.437500 Penalty: 2822.595459
	Iteration 47Q: 3 clusters Score -694674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -694675.250000 Penalty: 2822.595459
	Iteration 48Q: 3 clusters Score -694675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -694676.812500 Penalty: 2822.595459
	Iteration 49Q: 3 clusters Score -694676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -694680.312500 Penalty: 2822.595459
	Iteration 50Q: 3 clusters Score -694680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -694683.437500 Penalty: 2822.595459
	Iteration 51Q: 3 clusters Score -694683.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -694686.562500 Penalty: 2822.595459
	Iteration 52Q: 3 clusters Score -694686.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -694691.312500 Penalty: 2822.595459
	Iteration 53Q: 3 clusters Score -694691.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -694696.687500 Penalty: 2822.595459
	Iteration 54Q: 3 clusters Score -694696.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -694699.500000 Penalty: 2822.595459
	Iteration 55Q: 3 clusters Score -694699.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -694703.187500 Penalty: 2822.595459
	Iteration 56Q: 3 clusters Score -694703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -694707.937500 Penalty: 2822.595459
	Iteration 57Q: 3 clusters Score -694707.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -694714.375000 Penalty: 2822.595459
	Iteration 58Q: 3 clusters Score -694714.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -694719.625000 Penalty: 2822.595459
	Iteration 59Q: 3 clusters Score -694719.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -694724.312500 Penalty: 2822.595459
	Iteration 60F: 3 clusters Score -694724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -694730.000000 Penalty: 2822.595459
	Iteration 61Q: 3 clusters Score -694730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -694733.125000 Penalty: 2822.595459
	Iteration 62Q: 3 clusters Score -694733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -694737.250000 Penalty: 2822.595459
	Iteration 63Q: 3 clusters Score -694737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -694739.375000 Penalty: 2822.595459
	Iteration 64Q: 3 clusters Score -694739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -694742.750000 Penalty: 2822.595459
	Iteration 65Q: 3 clusters Score -694742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -694742.812500 Penalty: 2822.595459
	Iteration 66Q: 3 clusters Score -694742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -694743.000000 Penalty: 2822.595459
	Iteration 67Q: 3 clusters Score -694743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -694744.250000 Penalty: 2822.595459
	Iteration 68Q: 3 clusters Score -694744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -694744.562500 Penalty: 2822.595459
	Iteration 69Q: 3 clusters Score -694744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -694745.750000 Penalty: 2822.595459
	Iteration 70Q: 3 clusters Score -694745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -694747.687500 Penalty: 2822.595459
	Iteration 71Q: 3 clusters Score -694747.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -694750.250000 Penalty: 2822.595459
	Iteration 72Q: 3 clusters Score -694750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -694752.687500 Penalty: 2822.595459
	Iteration 73Q: 3 clusters Score -694752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -694754.625000 Penalty: 2822.595459
	Iteration 74Q: 3 clusters Score -694754.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -694760.437500 Penalty: 2822.595459
	Iteration 75Q: 3 clusters Score -694760.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -694763.500000 Penalty: 2822.595459
	Iteration 76Q: 3 clusters Score -694763.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -694767.937500 Penalty: 2822.595459
	Iteration 77Q: 3 clusters Score -694767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -694772.750000 Penalty: 2822.595459
	Iteration 78Q: 3 clusters Score -694772.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -694780.937500 Penalty: 2822.595459
	Iteration 79Q: 3 clusters Score -694780.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -694788.500000 Penalty: 2822.595459
	Iteration 80F: 3 clusters Score -694788.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -694805.187500 Penalty: 2822.595459
	Iteration 81Q: 3 clusters Score -694805.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -694814.750000 Penalty: 2822.595459
	Iteration 82Q: 3 clusters Score -694814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -694829.812500 Penalty: 2822.595459
	Iteration 83Q: 3 clusters Score -694829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -694843.937500 Penalty: 2822.595459
	Iteration 84Q: 3 clusters Score -694843.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -694856.375000 Penalty: 2822.595459
	Iteration 85Q: 3 clusters Score -694856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -694868.750000 Penalty: 2822.595459
	Iteration 86Q: 3 clusters Score -694868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -694881.125000 Penalty: 2822.595459
	Iteration 87Q: 3 clusters Score -694881.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -694892.875000 Penalty: 2822.595459
	Iteration 88Q: 3 clusters Score -694892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -694900.937500 Penalty: 2822.595459
	Iteration 89Q: 3 clusters Score -694900.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -694911.812500 Penalty: 2822.595459
	Iteration 90Q: 3 clusters Score -694911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -694918.312500 Penalty: 2822.595459
	Iteration 91Q: 3 clusters Score -694918.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -694934.812500 Penalty: 2822.595459
	Iteration 92Q: 3 clusters Score -694934.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -694950.187500 Penalty: 2822.595459
	Iteration 93Q: 3 clusters Score -694950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -694957.250000 Penalty: 2822.595459
	Iteration 94Q: 3 clusters Score -694957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -694968.062500 Penalty: 2822.595459
	Iteration 95Q: 3 clusters Score -694968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -694972.312500 Penalty: 2822.595459
	Iteration 96Q: 3 clusters Score -694972.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -694978.437500 Penalty: 2822.595459
	Iteration 97Q: 3 clusters Score -694978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -694985.625000 Penalty: 2822.595459
	Iteration 98Q: 3 clusters Score -694985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -694988.375000 Penalty: 2822.595459
	Iteration 99Q: 3 clusters Score -694988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -694991.750000 Penalty: 2822.595459
	Iteration 100F: 3 clusters Score -694991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -694993.875000 Penalty: 2822.595459
	Iteration 101Q: 3 clusters Score -694993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -694994.125000 Penalty: 2822.595459
	Iteration 102Q: 3 clusters Score -694994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -694995.187500 Penalty: 2822.595459
	Iteration 103Q: 3 clusters Score -694995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -694998.875000 Penalty: 2822.595459
	Iteration 104Q: 3 clusters Score -694998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -694999.812500 Penalty: 2822.595459
	Iteration 105Q: 3 clusters Score -694999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -695001.250000 Penalty: 2822.595459
	Iteration 106Q: 3 clusters Score -695001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -695004.562500 Penalty: 2822.595459
	Iteration 107Q: 3 clusters Score -695004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -695005.875000 Penalty: 2822.595459
	Iteration 108Q: 3 clusters Score -695005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -695008.250000 Penalty: 2822.595459
	Iteration 109Q: 3 clusters Score -695008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -695013.750000 Penalty: 2822.595459
	Iteration 110Q: 3 clusters Score -695013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -695015.875000 Penalty: 2822.595459
	Iteration 111Q: 3 clusters Score -695015.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -695025.062500 Penalty: 2822.595459
	Iteration 112Q: 3 clusters Score -695025.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -695045.250000 Penalty: 2822.595459
	Iteration 113Q: 3 clusters Score -695045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -695074.187500 Penalty: 2822.595459
	Iteration 114Q: 3 clusters Score -695074.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -695137.187500 Penalty: 2822.595459
	Iteration 115Q: 3 clusters Score -695137.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -695263.062500 Penalty: 2822.595459
	Iteration 116Q: 3 clusters Score -695263.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -695450.437500 Penalty: 2822.595459
	Iteration 117Q: 3 clusters Score -695450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -695516.250000 Penalty: 2822.595459
	Iteration 118Q: 3 clusters Score -695516.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -695535.937500 Penalty: 2822.595459
	Iteration 119Q: 3 clusters Score -695535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -695547.312500 Penalty: 2822.595459
	Iteration 120F: 3 clusters Score -695547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -695550.437500 Penalty: 2822.595459
	Iteration 121Q: 3 clusters Score -695550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -695552.812500 Penalty: 2822.595459
	Iteration 122Q: 3 clusters Score -695552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -695555.437500 Penalty: 2822.595459
	Iteration 123Q: 3 clusters Score -695555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -695555.562500 Penalty: 2822.595459
	Iteration 124Q: 3 clusters Score -695555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -695555.562500 Penalty: 2822.595459
	Iteration 125Q: 3 clusters Score -695555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -695555.750000 Penalty: 2822.595459
	Iteration 126Q: 3 clusters Score -695555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -695555.750000 Penalty: 2822.595459
	Iteration 127F: 3 clusters Score -695555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -166347.703125 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -166347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -164628.687500 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -164628.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -164944.093750 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -164944.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165036.375000 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -165036.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165105.546875 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -165105.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165147.015625 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -165147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165165.984375 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -165166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165181.406250 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -165181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165190.968750 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -165191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -165195.781250 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -165195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165198.890625 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -165198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165203.578125 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -165203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165207.859375 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -165207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165208.250000 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -165208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165209.250000 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -165209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165210.031250 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -165210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165210.218750 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -165210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165210.218750 Penalty: 2365.778564
	Iteration 16F: 3 clusters Score -165210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -198613.531250 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -198613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196713.921875 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -196713.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -197117.515625 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -197117.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197225.718750 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -197225.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197289.328125 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -197289.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -197327.109375 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -197327.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197350.234375 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -197350.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197366.609375 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -197366.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197378.812500 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -197378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197384.796875 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -197384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -197389.125000 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -197389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197395.015625 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -197395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -197404.765625 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -197404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -197413.578125 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -197413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -197422.156250 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -197422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -197426.953125 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -197427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -197430.625000 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -197430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -197432.562500 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -197432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197433.609375 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -197433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197435.015625 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -197435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -197437.296875 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -197437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -197441.390625 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -197441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -197445.296875 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -197445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -197447.906250 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -197447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -197449.718750 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -197449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197450.703125 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -197450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197451.906250 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -197451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197452.125000 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -197452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -197452.640625 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -197452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -197452.640625 Penalty: 2406.786133
	Iteration 28F: 3 clusters Score -197452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Entering Unmasked Estep 
Score: -15761448.000000 Penalty: 1914.094727
	Iteration 0F: 2 clusters Score -1.576145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -15678462.000000 Penalty: 3828.189453
	Iteration 0F: 3 clusters Score -1.567846e+07 nChanged 62681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -15714807.000000 Penalty: 3828.189453
	Iteration 1F: 3 clusters Score -1.571481e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -15715798.000000 Penalty: 3828.189453
	Iteration 2Q: 3 clusters Score -1.57158e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -15717139.000000 Penalty: 3828.189453
	Iteration 3Q: 3 clusters Score -1.571714e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -15718840.000000 Penalty: 3828.189453
	Iteration 4Q: 3 clusters Score -1.571884e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -15721143.000000 Penalty: 3828.189453
	Iteration 5Q: 3 clusters Score -1.572114e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -15724082.000000 Penalty: 3828.189453
	Iteration 6Q: 3 clusters Score -1.572408e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -15727952.000000 Penalty: 3828.189453
	Iteration 7F: 3 clusters Score -1.572795e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -15733371.000000 Penalty: 3828.189453
	Iteration 8F: 3 clusters Score -1.573337e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -15739791.000000 Penalty: 3828.189453
	Iteration 9F: 3 clusters Score -1.573979e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -15745281.000000 Penalty: 3828.189453
	Iteration 10F: 3 clusters Score -1.574528e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -15749443.000000 Penalty: 3828.189453
	Iteration 11Q: 3 clusters Score -1.574944e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -15752409.000000 Penalty: 3828.189453
	Iteration 12Q: 3 clusters Score -1.575241e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -15754418.000000 Penalty: 3828.189453
	Iteration 13Q: 3 clusters Score -1.575442e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -15755788.000000 Penalty: 3828.189453
	Iteration 14Q: 3 clusters Score -1.575579e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116801 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -15756824.000000 Penalty: 3828.189453
	Iteration 15Q: 3 clusters Score -1.575682e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -15757641.000000 Penalty: 3828.189453
	Iteration 16Q: 3 clusters Score -1.575764e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120226 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -15758280.000000 Penalty: 3828.189453
	Iteration 17Q: 3 clusters Score -1.575828e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -15758695.000000 Penalty: 3828.189453
	Iteration 18Q: 3 clusters Score -1.57587e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -15759071.000000 Penalty: 3828.189453
	Iteration 19Q: 3 clusters Score -1.575907e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -15759380.000000 Penalty: 3828.189453
	Iteration 20F: 3 clusters Score -1.575938e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -15759584.000000 Penalty: 3828.189453
	Iteration 21Q: 3 clusters Score -1.575958e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -15759734.000000 Penalty: 3828.189453
	Iteration 22Q: 3 clusters Score -1.575973e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -15759855.000000 Penalty: 3828.189453
	Iteration 23Q: 3 clusters Score -1.575986e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -15759981.000000 Penalty: 3828.189453
	Iteration 24Q: 3 clusters Score -1.575998e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -15760061.000000 Penalty: 3828.189453
	Iteration 25Q: 3 clusters Score -1.576006e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126525 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -15760129.000000 Penalty: 3828.189453
	Iteration 26Q: 3 clusters Score -1.576013e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -15760216.000000 Penalty: 3828.189453
	Iteration 27Q: 3 clusters Score -1.576022e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -15760326.000000 Penalty: 3828.189453
	Iteration 28Q: 3 clusters Score -1.576033e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -15760386.000000 Penalty: 3828.189453
	Iteration 29Q: 3 clusters Score -1.576039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127329 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -15760417.000000 Penalty: 3828.189453
	Iteration 30Q: 3 clusters Score -1.576042e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -15760449.000000 Penalty: 3828.189453
	Iteration 31Q: 3 clusters Score -1.576045e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -15760466.000000 Penalty: 3828.189453
	Iteration 32Q: 3 clusters Score -1.576047e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -15760499.000000 Penalty: 3828.189453
	Iteration 33Q: 3 clusters Score -1.57605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15760524.000000 Penalty: 3828.189453
	Iteration 34Q: 3 clusters Score -1.576052e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15760533.000000 Penalty: 3828.189453
	Iteration 35Q: 3 clusters Score -1.576053e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -15760550.000000 Penalty: 3828.189453
	Iteration 36Q: 3 clusters Score -1.576055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -15760542.000000 Penalty: 3828.189453
	Iteration 37Q: 3 clusters Score -1.576054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15760540.000000 Penalty: 3828.189453
	Iteration 38Q: 3 clusters Score -1.576054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15760554.000000 Penalty: 3828.189453
	Iteration 39Q: 3 clusters Score -1.576055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127889 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -15760563.000000 Penalty: 3828.189453
	Iteration 40F: 3 clusters Score -1.576056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15760555.000000 Penalty: 3828.189453
	Iteration 41Q: 3 clusters Score -1.576056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127950 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15760547.000000 Penalty: 3828.189453
	Iteration 42Q: 3 clusters Score -1.576055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -15760562.000000 Penalty: 3828.189453
	Iteration 43Q: 3 clusters Score -1.576056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -15760556.000000 Penalty: 3828.189453
	Iteration 44Q: 3 clusters Score -1.576056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -15760563.000000 Penalty: 3828.189453
	Iteration 45Q: 3 clusters Score -1.576056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15760548.000000 Penalty: 3828.189453
	Iteration 46Q: 3 clusters Score -1.576055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -15760552.000000 Penalty: 3828.189453
	Iteration 47Q: 3 clusters Score -1.576055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -15760551.000000 Penalty: 3828.189453
	Iteration 48Q: 3 clusters Score -1.576055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15760557.000000 Penalty: 3828.189453
	Iteration 49Q: 3 clusters Score -1.576056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15760559.000000 Penalty: 3828.189453
	Iteration 50Q: 3 clusters Score -1.576056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -15760557.000000 Penalty: 3828.189453
	Iteration 51Q: 3 clusters Score -1.576056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15760562.000000 Penalty: 3828.189453
	Iteration 52Q: 3 clusters Score -1.576056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15760562.000000 Penalty: 3828.189453
	Iteration 53F: 3 clusters Score -1.576056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 160 members 
Entering Unmasked Estep 
Score: -42294.812500 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42294.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43002.792969 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -43002.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43273.476562 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43273.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -43433.601562 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -43532.257812 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -43532.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -43583.886719 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43583.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -43594.671875 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43594.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -43594.671875 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -43594.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 18518 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 56 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 130489 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4687 members 
Entering Unmasked Estep 
Score: -29431464.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29432192.000000 to -29431464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -49758.203125 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -49758.2 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 243 members 
Entering Unmasked Estep 
Score: -48753.511719 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -48753.51 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48916.796875 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -48916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48952.246094 Penalty: 1994.761353
	Iteration 2Q: 3 clusters Score -48952.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48970.488281 Penalty: 1994.761353
	Iteration 3Q: 3 clusters Score -48970.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48975.613281 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -48975.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48975.613281 Penalty: 1994.761353
	Iteration 5F: 3 clusters Score -48975.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -1381662.875000 Penalty: 1515.125244
	Iteration 0F: 2 clusters Score -1381663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1373656.625000 Penalty: 3030.250488
	Iteration 0F: 3 clusters Score -1373657 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1376274.500000 Penalty: 3030.250488
	Iteration 1F: 3 clusters Score -1376274 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1376567.250000 Penalty: 3030.250488
	Iteration 2F: 3 clusters Score -1376567 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1376766.375000 Penalty: 3030.250488
	Iteration 3F: 3 clusters Score -1376766 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1376901.375000 Penalty: 3030.250488
	Iteration 4Q: 3 clusters Score -1376901 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1377015.125000 Penalty: 3030.250488
	Iteration 5Q: 3 clusters Score -1377015 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1377110.500000 Penalty: 3030.250488
	Iteration 6Q: 3 clusters Score -1377110 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1377203.750000 Penalty: 3030.250488
	Iteration 7Q: 3 clusters Score -1377204 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1377316.375000 Penalty: 3030.250488
	Iteration 8Q: 3 clusters Score -1377316 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1377471.375000 Penalty: 3030.250488
	Iteration 9Q: 3 clusters Score -1377471 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1377686.000000 Penalty: 3030.250488
	Iteration 10Q: 3 clusters Score -1377686 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1377970.375000 Penalty: 3030.250488
	Iteration 11Q: 3 clusters Score -1377970 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1378337.875000 Penalty: 3030.250488
	Iteration 12Q: 3 clusters Score -1378338 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1378723.250000 Penalty: 3030.250488
	Iteration 13Q: 3 clusters Score -1378723 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1379111.250000 Penalty: 3030.250488
	Iteration 14Q: 3 clusters Score -1379111 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1379437.000000 Penalty: 3030.250488
	Iteration 15Q: 3 clusters Score -1379437 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1379704.875000 Penalty: 3030.250488
	Iteration 16Q: 3 clusters Score -1379705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1379893.750000 Penalty: 3030.250488
	Iteration 17Q: 3 clusters Score -1379894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1380008.375000 Penalty: 3030.250488
	Iteration 18Q: 3 clusters Score -1380008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1380082.625000 Penalty: 3030.250488
	Iteration 19Q: 3 clusters Score -1380083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1380135.375000 Penalty: 3030.250488
	Iteration 20F: 3 clusters Score -1380135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1380177.250000 Penalty: 3030.250488
	Iteration 21Q: 3 clusters Score -1380177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1380201.625000 Penalty: 3030.250488
	Iteration 22Q: 3 clusters Score -1380202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1380224.375000 Penalty: 3030.250488
	Iteration 23Q: 3 clusters Score -1380224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1380251.125000 Penalty: 3030.250488
	Iteration 24Q: 3 clusters Score -1380251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1380275.500000 Penalty: 3030.250488
	Iteration 25Q: 3 clusters Score -1380276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1380291.000000 Penalty: 3030.250488
	Iteration 26Q: 3 clusters Score -1380291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1380305.750000 Penalty: 3030.250488
	Iteration 27Q: 3 clusters Score -1380306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1380315.500000 Penalty: 3030.250488
	Iteration 28Q: 3 clusters Score -1380316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1380332.250000 Penalty: 3030.250488
	Iteration 29Q: 3 clusters Score -1380332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1380352.375000 Penalty: 3030.250488
	Iteration 30Q: 3 clusters Score -1380352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1380360.500000 Penalty: 3030.250488
	Iteration 31Q: 3 clusters Score -1380360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1380371.875000 Penalty: 3030.250488
	Iteration 32Q: 3 clusters Score -1380372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1380376.625000 Penalty: 3030.250488
	Iteration 33Q: 3 clusters Score -1380377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1380385.000000 Penalty: 3030.250488
	Iteration 34Q: 3 clusters Score -1380385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1380392.500000 Penalty: 3030.250488
	Iteration 35Q: 3 clusters Score -1380392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1380401.000000 Penalty: 3030.250488
	Iteration 36Q: 3 clusters Score -1380401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1380410.375000 Penalty: 3030.250488
	Iteration 37Q: 3 clusters Score -1380410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1380415.500000 Penalty: 3030.250488
	Iteration 38Q: 3 clusters Score -1380416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1380429.250000 Penalty: 3030.250488
	Iteration 39Q: 3 clusters Score -1380429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1380434.375000 Penalty: 3030.250488
	Iteration 40F: 3 clusters Score -1380434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1380437.750000 Penalty: 3030.250488
	Iteration 41Q: 3 clusters Score -1380438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1380438.125000 Penalty: 3030.250488
	Iteration 42Q: 3 clusters Score -1380438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1380438.125000 Penalty: 3030.250488
	Iteration 43F: 3 clusters Score -1380438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -37471.847656 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -37471.85 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 182 members 
Entering Unmasked Estep 
Score: -36625.914062 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -36625.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36894.824219 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -36894.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36972.355469 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -36972.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37043.453125 Penalty: 1923.640503
	Iteration 3F: 3 clusters Score -37043.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37090.367188 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -37090.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37100.601562 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -37100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37100.601562 Penalty: 1923.640503
	Iteration 6F: 3 clusters Score -37100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -536921.562500 Penalty: 1373.539062
	Iteration 0F: 2 clusters Score -536921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -533128.625000 Penalty: 2747.078125
	Iteration 0F: 3 clusters Score -533128.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -534124.375000 Penalty: 2747.078125
	Iteration 1F: 3 clusters Score -534124.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -534298.250000 Penalty: 2747.078125
	Iteration 2F: 3 clusters Score -534298.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -534407.687500 Penalty: 2747.078125
	Iteration 3F: 3 clusters Score -534407.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -534497.062500 Penalty: 2747.078125
	Iteration 4Q: 3 clusters Score -534497.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -534566.125000 Penalty: 2747.078125
	Iteration 5Q: 3 clusters Score -534566.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -534622.437500 Penalty: 2747.078125
	Iteration 6Q: 3 clusters Score -534622.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -534673.562500 Penalty: 2747.078125
	Iteration 7Q: 3 clusters Score -534673.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -534726.812500 Penalty: 2747.078125
	Iteration 8Q: 3 clusters Score -534726.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -534775.750000 Penalty: 2747.078125
	Iteration 9Q: 3 clusters Score -534775.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -534818.125000 Penalty: 2747.078125
	Iteration 10Q: 3 clusters Score -534818.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -534864.875000 Penalty: 2747.078125
	Iteration 11Q: 3 clusters Score -534864.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -534914.187500 Penalty: 2747.078125
	Iteration 12Q: 3 clusters Score -534914.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -534965.125000 Penalty: 2747.078125
	Iteration 13Q: 3 clusters Score -534965.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -535029.062500 Penalty: 2747.078125
	Iteration 14Q: 3 clusters Score -535029.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -535105.125000 Penalty: 2747.078125
	Iteration 15Q: 3 clusters Score -535105.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -535195.812500 Penalty: 2747.078125
	Iteration 16Q: 3 clusters Score -535195.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -535278.812500 Penalty: 2747.078125
	Iteration 17Q: 3 clusters Score -535278.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -535344.687500 Penalty: 2747.078125
	Iteration 18Q: 3 clusters Score -535344.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -535409.750000 Penalty: 2747.078125
	Iteration 19Q: 3 clusters Score -535409.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -535480.625000 Penalty: 2747.078125
	Iteration 20F: 3 clusters Score -535480.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -535534.437500 Penalty: 2747.078125
	Iteration 21Q: 3 clusters Score -535534.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -535576.625000 Penalty: 2747.078125
	Iteration 22Q: 3 clusters Score -535576.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -535611.437500 Penalty: 2747.078125
	Iteration 23Q: 3 clusters Score -535611.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -535641.250000 Penalty: 2747.078125
	Iteration 24Q: 3 clusters Score -535641.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -535668.937500 Penalty: 2747.078125
	Iteration 25Q: 3 clusters Score -535668.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -535698.437500 Penalty: 2747.078125
	Iteration 26Q: 3 clusters Score -535698.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -535718.125000 Penalty: 2747.078125
	Iteration 27Q: 3 clusters Score -535718.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -535734.500000 Penalty: 2747.078125
	Iteration 28Q: 3 clusters Score -535734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -535745.687500 Penalty: 2747.078125
	Iteration 29Q: 3 clusters Score -535745.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -535756.562500 Penalty: 2747.078125
	Iteration 30Q: 3 clusters Score -535756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -535765.062500 Penalty: 2747.078125
	Iteration 31Q: 3 clusters Score -535765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -535772.312500 Penalty: 2747.078125
	Iteration 32Q: 3 clusters Score -535772.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -535779.812500 Penalty: 2747.078125
	Iteration 33Q: 3 clusters Score -535779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -535784.937500 Penalty: 2747.078125
	Iteration 34Q: 3 clusters Score -535784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -535788.687500 Penalty: 2747.078125
	Iteration 35Q: 3 clusters Score -535788.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -535789.687500 Penalty: 2747.078125
	Iteration 36Q: 3 clusters Score -535789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -535790.062500 Penalty: 2747.078125
	Iteration 37Q: 3 clusters Score -535790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -535790.875000 Penalty: 2747.078125
	Iteration 38Q: 3 clusters Score -535790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -535790.875000 Penalty: 2747.078125
	Iteration 39F: 3 clusters Score -535790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 18518 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 130489 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11202 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432128.000000 Penalty: 34291.625000
Iteration 79Q: 18 clusters Score -2.943213e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 18514 members 
Mstep: Class 3 contains 30812 members 
Mstep: Class 4 contains 17844 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 130466 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11205 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432142.000000 Penalty: 34291.625000
Iteration 80F: 18 clusters Score -2.943214e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 18518 members 
Mstep: Class 3 contains 30805 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 5901 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 130426 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11211 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432210.000000 Penalty: 34291.625000
Iteration 81Q: 18 clusters Score -2.943221e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 30778 members 
Mstep: Class 4 contains 17905 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 130406 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11216 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432200.000000 Penalty: 34291.625000
Iteration 82Q: 18 clusters Score -2.94322e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 30755 members 
Mstep: Class 4 contains 17925 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 130413 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11220 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432242.000000 Penalty: 34291.625000
Iteration 83Q: 18 clusters Score -2.943224e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 18497 members 
Mstep: Class 3 contains 30731 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5468 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 130418 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11226 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432218.000000 Penalty: 34291.625000
Iteration 84Q: 18 clusters Score -2.943222e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 30695 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5473 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 130432 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11226 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432234.000000 Penalty: 34291.625000
Iteration 85Q: 18 clusters Score -2.943223e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 18495 members 
Mstep: Class 3 contains 30666 members 
Mstep: Class 4 contains 17974 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5478 members 
Mstep: Class 9 contains 5881 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 130443 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432250.000000 Penalty: 34291.625000
Iteration 86Q: 18 clusters Score -2.943225e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 30629 members 
Mstep: Class 4 contains 17983 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 130454 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11238 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432254.000000 Penalty: 34291.625000
Iteration 87Q: 18 clusters Score -2.943225e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 18508 members 
Mstep: Class 3 contains 30604 members 
Mstep: Class 4 contains 18002 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1630 members 
Mstep: Class 13 contains 130452 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432234.000000 Penalty: 34291.625000
Iteration 88Q: 18 clusters Score -2.943223e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 30593 members 
Mstep: Class 4 contains 18023 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 5870 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 130417 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 11243 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432266.000000 Penalty: 34291.625000
Iteration 89Q: 18 clusters Score -2.943227e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 18514 members 
Mstep: Class 3 contains 30565 members 
Mstep: Class 4 contains 18046 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 130411 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 11245 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432312.000000 Penalty: 34291.625000
Iteration 90Q: 18 clusters Score -2.943231e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 30533 members 
Mstep: Class 4 contains 18065 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5539 members 
Mstep: Class 9 contains 5869 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 130412 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 11247 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432346.000000 Penalty: 34291.625000
Iteration 91Q: 18 clusters Score -2.943235e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 30516 members 
Mstep: Class 4 contains 18089 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 130402 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432420.000000 Penalty: 34291.625000
Iteration 92Q: 18 clusters Score -2.943242e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 18505 members 
Mstep: Class 3 contains 30490 members 
Mstep: Class 4 contains 18104 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 130414 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 11252 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432374.000000 Penalty: 34291.625000
Iteration 93Q: 18 clusters Score -2.943237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 18509 members 
Mstep: Class 3 contains 30470 members 
Mstep: Class 4 contains 18110 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 130423 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432380.000000 Penalty: 34291.625000
Iteration 94Q: 18 clusters Score -2.943238e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 18511 members 
Mstep: Class 3 contains 30453 members 
Mstep: Class 4 contains 18114 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 130427 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 11253 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432420.000000 Penalty: 34291.625000
Iteration 95Q: 18 clusters Score -2.943242e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 18509 members 
Mstep: Class 3 contains 30433 members 
Mstep: Class 4 contains 18120 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 5564 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 130448 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432440.000000 Penalty: 34291.625000
Iteration 96Q: 18 clusters Score -2.943244e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 18514 members 
Mstep: Class 3 contains 30400 members 
Mstep: Class 4 contains 18123 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130482 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 11247 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432476.000000 Penalty: 34291.625000
Iteration 97Q: 18 clusters Score -2.943248e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 30351 members 
Mstep: Class 4 contains 18128 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 130537 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432466.000000 Penalty: 34291.625000
Iteration 98Q: 18 clusters Score -2.943247e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 30319 members 
Mstep: Class 4 contains 18131 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 130575 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432482.000000 Penalty: 34291.625000
Iteration 99Q: 18 clusters Score -2.943248e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 18135 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130592 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432510.000000 Penalty: 34291.625000
Iteration 100F: 18 clusters Score -2.943251e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 18504 members 
Mstep: Class 3 contains 30272 members 
Mstep: Class 4 contains 18137 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 5826 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130616 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432502.000000 Penalty: 34291.625000
Iteration 101Q: 18 clusters Score -2.94325e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 30257 members 
Mstep: Class 4 contains 18143 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 5573 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130633 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11253 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432492.000000 Penalty: 34291.625000
Iteration 102Q: 18 clusters Score -2.943249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 30247 members 
Mstep: Class 4 contains 18151 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130639 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11252 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432504.000000 Penalty: 34291.625000
Iteration 103Q: 18 clusters Score -2.94325e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18502 members 
Mstep: Class 3 contains 30228 members 
Mstep: Class 4 contains 18160 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 130643 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11253 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432458.000000 Penalty: 34291.625000
Iteration 104Q: 18 clusters Score -2.943246e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 18499 members 
Mstep: Class 3 contains 30200 members 
Mstep: Class 4 contains 18180 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130647 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432466.000000 Penalty: 34291.625000
Iteration 105Q: 18 clusters Score -2.943247e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 18497 members 
Mstep: Class 3 contains 30173 members 
Mstep: Class 4 contains 18198 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 5809 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 130658 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432504.000000 Penalty: 34291.625000
Iteration 106Q: 18 clusters Score -2.94325e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18500 members 
Mstep: Class 3 contains 30154 members 
Mstep: Class 4 contains 18218 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432518.000000 Penalty: 34291.625000
Iteration 107Q: 18 clusters Score -2.943252e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 18516 members 
Mstep: Class 3 contains 30135 members 
Mstep: Class 4 contains 18230 members 
Mstep: Class 5 contains 3791 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 130675 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432522.000000 Penalty: 34291.625000
Iteration 108Q: 18 clusters Score -2.943252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18528 members 
Mstep: Class 3 contains 30118 members 
Mstep: Class 4 contains 18240 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 130684 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432516.000000 Penalty: 34291.625000
Iteration 109Q: 18 clusters Score -2.943252e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 18535 members 
Mstep: Class 3 contains 30109 members 
Mstep: Class 4 contains 18247 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 130683 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432558.000000 Penalty: 34291.625000
Iteration 110Q: 18 clusters Score -2.943256e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 18534 members 
Mstep: Class 3 contains 30094 members 
Mstep: Class 4 contains 18259 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 130691 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11256 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432590.000000 Penalty: 34291.625000
Iteration 111Q: 18 clusters Score -2.943259e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 30084 members 
Mstep: Class 4 contains 18268 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 130689 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11261 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432584.000000 Penalty: 34291.625000
Iteration 112Q: 18 clusters Score -2.943258e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 18536 members 
Mstep: Class 3 contains 30064 members 
Mstep: Class 4 contains 18277 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 130699 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11272 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432558.000000 Penalty: 34291.625000
Iteration 113Q: 18 clusters Score -2.943256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 18536 members 
Mstep: Class 3 contains 30060 members 
Mstep: Class 4 contains 18290 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130686 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11280 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432566.000000 Penalty: 34291.625000
Iteration 114Q: 18 clusters Score -2.943257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 30047 members 
Mstep: Class 4 contains 18299 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130690 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432568.000000 Penalty: 34291.625000
Iteration 115Q: 18 clusters Score -2.943257e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 18526 members 
Mstep: Class 3 contains 30024 members 
Mstep: Class 4 contains 18312 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130703 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11288 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432540.000000 Penalty: 34291.625000
Iteration 116Q: 18 clusters Score -2.943254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 18514 members 
Mstep: Class 3 contains 30009 members 
Mstep: Class 4 contains 18321 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130714 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432542.000000 Penalty: 34291.625000
Iteration 117Q: 18 clusters Score -2.943254e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 29995 members 
Mstep: Class 4 contains 18327 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5592 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130720 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432524.000000 Penalty: 34291.625000
Iteration 118Q: 18 clusters Score -2.943252e+07 nChanged 85
Entering ConstructFrom: 
Score: -29432524.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Entering Unmasked Estep 
Score: -1190218.500000 Penalty: 1489.724854
	Iteration 0F: 2 clusters Score -1190218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1183288.750000 Penalty: 2979.449707
	Iteration 0F: 3 clusters Score -1183289 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1185503.125000 Penalty: 2979.449707
	Iteration 1F: 3 clusters Score -1185503 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1185693.250000 Penalty: 2979.449707
	Iteration 2F: 3 clusters Score -1185693 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1185812.750000 Penalty: 2979.449707
	Iteration 3Q: 3 clusters Score -1185813 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1185902.000000 Penalty: 2979.449707
	Iteration 4Q: 3 clusters Score -1185902 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1186001.875000 Penalty: 2979.449707
	Iteration 5Q: 3 clusters Score -1186002 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1186118.875000 Penalty: 2979.449707
	Iteration 6Q: 3 clusters Score -1186119 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1186237.125000 Penalty: 2979.449707
	Iteration 7Q: 3 clusters Score -1186237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1186377.000000 Penalty: 2979.449707
	Iteration 8Q: 3 clusters Score -1186377 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1186527.500000 Penalty: 2979.449707
	Iteration 9Q: 3 clusters Score -1186528 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1186740.125000 Penalty: 2979.449707
	Iteration 10Q: 3 clusters Score -1186740 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1187020.750000 Penalty: 2979.449707
	Iteration 11Q: 3 clusters Score -1187021 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1187407.250000 Penalty: 2979.449707
	Iteration 12F: 3 clusters Score -1187407 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1187845.500000 Penalty: 2979.449707
	Iteration 13F: 3 clusters Score -1187846 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1188239.875000 Penalty: 2979.449707
	Iteration 14Q: 3 clusters Score -1188240 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1188501.250000 Penalty: 2979.449707
	Iteration 15Q: 3 clusters Score -1188501 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1188656.000000 Penalty: 2979.449707
	Iteration 16Q: 3 clusters Score -1188656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1188756.375000 Penalty: 2979.449707
	Iteration 17Q: 3 clusters Score -1188756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1188796.625000 Penalty: 2979.449707
	Iteration 18Q: 3 clusters Score -1188797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1188819.500000 Penalty: 2979.449707
	Iteration 19Q: 3 clusters Score -1188820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1188835.250000 Penalty: 2979.449707
	Iteration 20F: 3 clusters Score -1188835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1188850.250000 Penalty: 2979.449707
	Iteration 21Q: 3 clusters Score -1188850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1188866.125000 Penalty: 2979.449707
	Iteration 22Q: 3 clusters Score -1188866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1188876.500000 Penalty: 2979.449707
	Iteration 23Q: 3 clusters Score -1188876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1188884.125000 Penalty: 2979.449707
	Iteration 24Q: 3 clusters Score -1188884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1188885.375000 Penalty: 2979.449707
	Iteration 25Q: 3 clusters Score -1188885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1188889.500000 Penalty: 2979.449707
	Iteration 26Q: 3 clusters Score -1188890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1188895.625000 Penalty: 2979.449707
	Iteration 27Q: 3 clusters Score -1188896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1188897.375000 Penalty: 2979.449707
	Iteration 28Q: 3 clusters Score -1188897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1188897.375000 Penalty: 2979.449707
	Iteration 29F: 3 clusters Score -1188897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Entering Unmasked Estep 
Score: -2209184.000000 Penalty: 1596.709351
	Iteration 0F: 2 clusters Score -2209184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2196489.500000 Penalty: 3193.418701
	Iteration 0F: 3 clusters Score -2196490 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2201228.250000 Penalty: 3193.418701
	Iteration 1F: 3 clusters Score -2201228 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2201715.250000 Penalty: 3193.418701
	Iteration 2F: 3 clusters Score -2201715 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2202257.500000 Penalty: 3193.418701
	Iteration 3F: 3 clusters Score -2202258 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2202781.000000 Penalty: 3193.418701
	Iteration 4F: 3 clusters Score -2202781 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2203288.000000 Penalty: 3193.418701
	Iteration 5F: 3 clusters Score -2203288 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2203768.000000 Penalty: 3193.418701
	Iteration 6Q: 3 clusters Score -2203768 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2204196.000000 Penalty: 3193.418701
	Iteration 7Q: 3 clusters Score -2204196 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2204616.750000 Penalty: 3193.418701
	Iteration 8Q: 3 clusters Score -2204617 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2205040.750000 Penalty: 3193.418701
	Iteration 9Q: 3 clusters Score -2205041 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2205415.250000 Penalty: 3193.418701
	Iteration 10Q: 3 clusters Score -2205415 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2205622.250000 Penalty: 3193.418701
	Iteration 11Q: 3 clusters Score -2205622 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2205731.500000 Penalty: 3193.418701
	Iteration 12Q: 3 clusters Score -2205732 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2205811.250000 Penalty: 3193.418701
	Iteration 13Q: 3 clusters Score -2205811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2205868.750000 Penalty: 3193.418701
	Iteration 14Q: 3 clusters Score -2205869 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2205927.250000 Penalty: 3193.418701
	Iteration 15Q: 3 clusters Score -2205927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2205960.250000 Penalty: 3193.418701
	Iteration 16Q: 3 clusters Score -2205960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2205994.750000 Penalty: 3193.418701
	Iteration 17Q: 3 clusters Score -2205995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2206035.000000 Penalty: 3193.418701
	Iteration 18Q: 3 clusters Score -2206035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2206070.500000 Penalty: 3193.418701
	Iteration 19Q: 3 clusters Score -2206070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2206094.750000 Penalty: 3193.418701
	Iteration 20F: 3 clusters Score -2206095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2206120.750000 Penalty: 3193.418701
	Iteration 21Q: 3 clusters Score -2206121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2206145.000000 Penalty: 3193.418701
	Iteration 22Q: 3 clusters Score -2206145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2206169.000000 Penalty: 3193.418701
	Iteration 23Q: 3 clusters Score -2206169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2206196.750000 Penalty: 3193.418701
	Iteration 24Q: 3 clusters Score -2206197 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2206227.000000 Penalty: 3193.418701
	Iteration 25Q: 3 clusters Score -2206227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2206252.000000 Penalty: 3193.418701
	Iteration 26Q: 3 clusters Score -2206252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2206272.250000 Penalty: 3193.418701
	Iteration 27Q: 3 clusters Score -2206272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2206297.750000 Penalty: 3193.418701
	Iteration 28Q: 3 clusters Score -2206298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2206326.750000 Penalty: 3193.418701
	Iteration 29Q: 3 clusters Score -2206327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2206353.500000 Penalty: 3193.418701
	Iteration 30Q: 3 clusters Score -2206354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2206385.250000 Penalty: 3193.418701
	Iteration 31Q: 3 clusters Score -2206385 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2206419.250000 Penalty: 3193.418701
	Iteration 32Q: 3 clusters Score -2206419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2206441.500000 Penalty: 3193.418701
	Iteration 33Q: 3 clusters Score -2206442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2206459.500000 Penalty: 3193.418701
	Iteration 34Q: 3 clusters Score -2206460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2206487.250000 Penalty: 3193.418701
	Iteration 35Q: 3 clusters Score -2206487 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2206508.750000 Penalty: 3193.418701
	Iteration 36Q: 3 clusters Score -2206509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2206535.500000 Penalty: 3193.418701
	Iteration 37Q: 3 clusters Score -2206536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2206559.500000 Penalty: 3193.418701
	Iteration 38Q: 3 clusters Score -2206560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2206579.750000 Penalty: 3193.418701
	Iteration 39Q: 3 clusters Score -2206580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2206594.000000 Penalty: 3193.418701
	Iteration 40F: 3 clusters Score -2206594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2206610.750000 Penalty: 3193.418701
	Iteration 41Q: 3 clusters Score -2206611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2206639.000000 Penalty: 3193.418701
	Iteration 42Q: 3 clusters Score -2206639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2206664.000000 Penalty: 3193.418701
	Iteration 43Q: 3 clusters Score -2206664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2206685.750000 Penalty: 3193.418701
	Iteration 44Q: 3 clusters Score -2206686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2206705.750000 Penalty: 3193.418701
	Iteration 45Q: 3 clusters Score -2206706 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2206736.000000 Penalty: 3193.418701
	Iteration 46Q: 3 clusters Score -2206736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2206757.750000 Penalty: 3193.418701
	Iteration 47Q: 3 clusters Score -2206758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2206787.750000 Penalty: 3193.418701
	Iteration 48Q: 3 clusters Score -2206788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2206806.000000 Penalty: 3193.418701
	Iteration 49Q: 3 clusters Score -2206806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2206831.250000 Penalty: 3193.418701
	Iteration 50Q: 3 clusters Score -2206831 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2206851.000000 Penalty: 3193.418701
	Iteration 51Q: 3 clusters Score -2206851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2206874.750000 Penalty: 3193.418701
	Iteration 52Q: 3 clusters Score -2206875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2206903.000000 Penalty: 3193.418701
	Iteration 53Q: 3 clusters Score -2206903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2206942.500000 Penalty: 3193.418701
	Iteration 54Q: 3 clusters Score -2206942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2206987.500000 Penalty: 3193.418701
	Iteration 55Q: 3 clusters Score -2206988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2207034.000000 Penalty: 3193.418701
	Iteration 56Q: 3 clusters Score -2207034 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2207086.500000 Penalty: 3193.418701
	Iteration 57Q: 3 clusters Score -2207086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2207135.750000 Penalty: 3193.418701
	Iteration 58Q: 3 clusters Score -2207136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2207193.500000 Penalty: 3193.418701
	Iteration 59Q: 3 clusters Score -2207194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2207232.500000 Penalty: 3193.418701
	Iteration 60F: 3 clusters Score -2207232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2207267.000000 Penalty: 3193.418701
	Iteration 61Q: 3 clusters Score -2207267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2207295.750000 Penalty: 3193.418701
	Iteration 62Q: 3 clusters Score -2207296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2207328.750000 Penalty: 3193.418701
	Iteration 63Q: 3 clusters Score -2207329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2207371.000000 Penalty: 3193.418701
	Iteration 64Q: 3 clusters Score -2207371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2207409.750000 Penalty: 3193.418701
	Iteration 65Q: 3 clusters Score -2207410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2207456.250000 Penalty: 3193.418701
	Iteration 66Q: 3 clusters Score -2207456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2207501.750000 Penalty: 3193.418701
	Iteration 67Q: 3 clusters Score -2207502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2207538.500000 Penalty: 3193.418701
	Iteration 68Q: 3 clusters Score -2207538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2207567.750000 Penalty: 3193.418701
	Iteration 69Q: 3 clusters Score -2207568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2207593.000000 Penalty: 3193.418701
	Iteration 70Q: 3 clusters Score -2207593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2207612.750000 Penalty: 3193.418701
	Iteration 71Q: 3 clusters Score -2207613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2207636.000000 Penalty: 3193.418701
	Iteration 72Q: 3 clusters Score -2207636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2207649.000000 Penalty: 3193.418701
	Iteration 73Q: 3 clusters Score -2207649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2207667.500000 Penalty: 3193.418701
	Iteration 74Q: 3 clusters Score -2207668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2207691.500000 Penalty: 3193.418701
	Iteration 75Q: 3 clusters Score -2207692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2207710.750000 Penalty: 3193.418701
	Iteration 76Q: 3 clusters Score -2207711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2207722.000000 Penalty: 3193.418701
	Iteration 77Q: 3 clusters Score -2207722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2207734.250000 Penalty: 3193.418701
	Iteration 78Q: 3 clusters Score -2207734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2207752.500000 Penalty: 3193.418701
	Iteration 79Q: 3 clusters Score -2207752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2207769.500000 Penalty: 3193.418701
	Iteration 80F: 3 clusters Score -2207770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2207780.250000 Penalty: 3193.418701
	Iteration 81Q: 3 clusters Score -2207780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2207786.750000 Penalty: 3193.418701
	Iteration 82Q: 3 clusters Score -2207787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2207794.250000 Penalty: 3193.418701
	Iteration 83Q: 3 clusters Score -2207794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2207800.000000 Penalty: 3193.418701
	Iteration 84Q: 3 clusters Score -2207800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2207811.250000 Penalty: 3193.418701
	Iteration 85Q: 3 clusters Score -2207811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2207818.500000 Penalty: 3193.418701
	Iteration 86Q: 3 clusters Score -2207818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2207823.000000 Penalty: 3193.418701
	Iteration 87Q: 3 clusters Score -2207823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2207829.500000 Penalty: 3193.418701
	Iteration 88Q: 3 clusters Score -2207830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2207832.250000 Penalty: 3193.418701
	Iteration 89Q: 3 clusters Score -2207832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2207838.000000 Penalty: 3193.418701
	Iteration 90Q: 3 clusters Score -2207838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2207843.500000 Penalty: 3193.418701
	Iteration 91Q: 3 clusters Score -2207844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2207844.750000 Penalty: 3193.418701
	Iteration 92Q: 3 clusters Score -2207845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2207848.250000 Penalty: 3193.418701
	Iteration 93Q: 3 clusters Score -2207848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2207848.500000 Penalty: 3193.418701
	Iteration 94Q: 3 clusters Score -2207848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2207848.500000 Penalty: 3193.418701
	Iteration 95F: 3 clusters Score -2207848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Entering Unmasked Estep 
Score: -3751057.250000 Penalty: 1675.101807
	Iteration 0F: 2 clusters Score -3751057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3731492.000000 Penalty: 3350.203613
	Iteration 0F: 3 clusters Score -3731492 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3739117.000000 Penalty: 3350.203613
	Iteration 1F: 3 clusters Score -3739117 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3739516.750000 Penalty: 3350.203613
	Iteration 2Q: 3 clusters Score -3739517 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3739919.250000 Penalty: 3350.203613
	Iteration 3Q: 3 clusters Score -3739919 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3740385.250000 Penalty: 3350.203613
	Iteration 4Q: 3 clusters Score -3740385 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3741065.750000 Penalty: 3350.203613
	Iteration 5Q: 3 clusters Score -3741066 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3741976.250000 Penalty: 3350.203613
	Iteration 6F: 3 clusters Score -3741976 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3743176.250000 Penalty: 3350.203613
	Iteration 7F: 3 clusters Score -3743176 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3744518.000000 Penalty: 3350.203613
	Iteration 8F: 3 clusters Score -3744518 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3745790.250000 Penalty: 3350.203613
	Iteration 9F: 3 clusters Score -3745790 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3746827.000000 Penalty: 3350.203613
	Iteration 10F: 3 clusters Score -3746827 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3747590.500000 Penalty: 3350.203613
	Iteration 11Q: 3 clusters Score -3747590 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3748163.500000 Penalty: 3350.203613
	Iteration 12Q: 3 clusters Score -3748164 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3748600.250000 Penalty: 3350.203613
	Iteration 13Q: 3 clusters Score -3748600 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3748905.250000 Penalty: 3350.203613
	Iteration 14Q: 3 clusters Score -3748905 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3749119.500000 Penalty: 3350.203613
	Iteration 15Q: 3 clusters Score -3749120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3749257.500000 Penalty: 3350.203613
	Iteration 16Q: 3 clusters Score -3749258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3749376.750000 Penalty: 3350.203613
	Iteration 17Q: 3 clusters Score -3749377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3749451.250000 Penalty: 3350.203613
	Iteration 18Q: 3 clusters Score -3749451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3749488.250000 Penalty: 3350.203613
	Iteration 19Q: 3 clusters Score -3749488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3749523.500000 Penalty: 3350.203613
	Iteration 20F: 3 clusters Score -3749524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3749543.500000 Penalty: 3350.203613
	Iteration 21Q: 3 clusters Score -3749544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3749556.500000 Penalty: 3350.203613
	Iteration 22Q: 3 clusters Score -3749556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3749562.750000 Penalty: 3350.203613
	Iteration 23Q: 3 clusters Score -3749563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3749578.000000 Penalty: 3350.203613
	Iteration 24Q: 3 clusters Score -3749578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3749594.750000 Penalty: 3350.203613
	Iteration 25Q: 3 clusters Score -3749595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3749605.250000 Penalty: 3350.203613
	Iteration 26Q: 3 clusters Score -3749605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3749613.000000 Penalty: 3350.203613
	Iteration 27Q: 3 clusters Score -3749613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3749624.250000 Penalty: 3350.203613
	Iteration 28Q: 3 clusters Score -3749624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3749627.250000 Penalty: 3350.203613
	Iteration 29Q: 3 clusters Score -3749627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3749636.000000 Penalty: 3350.203613
	Iteration 30Q: 3 clusters Score -3749636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3749639.500000 Penalty: 3350.203613
	Iteration 31Q: 3 clusters Score -3749640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3749639.750000 Penalty: 3350.203613
	Iteration 32Q: 3 clusters Score -3749640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3749642.250000 Penalty: 3350.203613
	Iteration 33Q: 3 clusters Score -3749642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3749642.250000 Penalty: 3350.203613
	Iteration 34F: 3 clusters Score -3749642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Entering Unmasked Estep 
Score: -2219071.500000 Penalty: 1595.174438
	Iteration 0F: 2 clusters Score -2219072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2206500.250000 Penalty: 3190.348877
	Iteration 0F: 3 clusters Score -2206500 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2211090.500000 Penalty: 3190.348877
	Iteration 1F: 3 clusters Score -2211090 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2211629.250000 Penalty: 3190.348877
	Iteration 2F: 3 clusters Score -2211629 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2212260.500000 Penalty: 3190.348877
	Iteration 3F: 3 clusters Score -2212260 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2212897.750000 Penalty: 3190.348877
	Iteration 4F: 3 clusters Score -2212898 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2213511.750000 Penalty: 3190.348877
	Iteration 5F: 3 clusters Score -2213512 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2214097.500000 Penalty: 3190.348877
	Iteration 6F: 3 clusters Score -2214098 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2214646.000000 Penalty: 3190.348877
	Iteration 7F: 3 clusters Score -2214646 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2215116.000000 Penalty: 3190.348877
	Iteration 8Q: 3 clusters Score -2215116 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2215538.500000 Penalty: 3190.348877
	Iteration 9Q: 3 clusters Score -2215538 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2215835.000000 Penalty: 3190.348877
	Iteration 10Q: 3 clusters Score -2215835 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2216044.750000 Penalty: 3190.348877
	Iteration 11Q: 3 clusters Score -2216045 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2216172.000000 Penalty: 3190.348877
	Iteration 12Q: 3 clusters Score -2216172 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2216252.500000 Penalty: 3190.348877
	Iteration 13Q: 3 clusters Score -2216252 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2216316.000000 Penalty: 3190.348877
	Iteration 14Q: 3 clusters Score -2216316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2216365.250000 Penalty: 3190.348877
	Iteration 15Q: 3 clusters Score -2216365 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2216392.500000 Penalty: 3190.348877
	Iteration 16Q: 3 clusters Score -2216392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2216420.250000 Penalty: 3190.348877
	Iteration 17Q: 3 clusters Score -2216420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2216442.750000 Penalty: 3190.348877
	Iteration 18Q: 3 clusters Score -2216443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2216465.750000 Penalty: 3190.348877
	Iteration 19Q: 3 clusters Score -2216466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2216492.500000 Penalty: 3190.348877
	Iteration 20F: 3 clusters Score -2216492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2216524.500000 Penalty: 3190.348877
	Iteration 21Q: 3 clusters Score -2216524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2216554.250000 Penalty: 3190.348877
	Iteration 22Q: 3 clusters Score -2216554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2216588.250000 Penalty: 3190.348877
	Iteration 23Q: 3 clusters Score -2216588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2216616.250000 Penalty: 3190.348877
	Iteration 24Q: 3 clusters Score -2216616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2216665.750000 Penalty: 3190.348877
	Iteration 25Q: 3 clusters Score -2216666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2216718.500000 Penalty: 3190.348877
	Iteration 26Q: 3 clusters Score -2216718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2216777.500000 Penalty: 3190.348877
	Iteration 27Q: 3 clusters Score -2216778 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2216848.000000 Penalty: 3190.348877
	Iteration 28Q: 3 clusters Score -2216848 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2216930.500000 Penalty: 3190.348877
	Iteration 29Q: 3 clusters Score -2216930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2216992.500000 Penalty: 3190.348877
	Iteration 30Q: 3 clusters Score -2216992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2217049.500000 Penalty: 3190.348877
	Iteration 31Q: 3 clusters Score -2217050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2217104.750000 Penalty: 3190.348877
	Iteration 32Q: 3 clusters Score -2217105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2217160.750000 Penalty: 3190.348877
	Iteration 33Q: 3 clusters Score -2217161 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2217210.500000 Penalty: 3190.348877
	Iteration 34Q: 3 clusters Score -2217210 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2217266.750000 Penalty: 3190.348877
	Iteration 35Q: 3 clusters Score -2217267 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2217317.000000 Penalty: 3190.348877
	Iteration 36Q: 3 clusters Score -2217317 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2217373.250000 Penalty: 3190.348877
	Iteration 37Q: 3 clusters Score -2217373 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2217450.250000 Penalty: 3190.348877
	Iteration 38Q: 3 clusters Score -2217450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2217542.750000 Penalty: 3190.348877
	Iteration 39Q: 3 clusters Score -2217543 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2217660.500000 Penalty: 3190.348877
	Iteration 40F: 3 clusters Score -2217660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2217818.000000 Penalty: 3190.348877
	Iteration 41Q: 3 clusters Score -2217818 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2218064.500000 Penalty: 3190.348877
	Iteration 42Q: 3 clusters Score -2218064 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2218251.500000 Penalty: 3190.348877
	Iteration 43Q: 3 clusters Score -2218252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2218342.750000 Penalty: 3190.348877
	Iteration 44Q: 3 clusters Score -2218343 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2218404.750000 Penalty: 3190.348877
	Iteration 45Q: 3 clusters Score -2218405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2218465.250000 Penalty: 3190.348877
	Iteration 46Q: 3 clusters Score -2218465 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2218509.000000 Penalty: 3190.348877
	Iteration 47Q: 3 clusters Score -2218509 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2218551.500000 Penalty: 3190.348877
	Iteration 48Q: 3 clusters Score -2218552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2218590.000000 Penalty: 3190.348877
	Iteration 49Q: 3 clusters Score -2218590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2218624.500000 Penalty: 3190.348877
	Iteration 50Q: 3 clusters Score -2218624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2218660.250000 Penalty: 3190.348877
	Iteration 51Q: 3 clusters Score -2218660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2218693.000000 Penalty: 3190.348877
	Iteration 52Q: 3 clusters Score -2218693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2218721.250000 Penalty: 3190.348877
	Iteration 53Q: 3 clusters Score -2218721 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2218768.500000 Penalty: 3190.348877
	Iteration 54Q: 3 clusters Score -2218768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2218813.250000 Penalty: 3190.348877
	Iteration 55Q: 3 clusters Score -2218813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2218848.000000 Penalty: 3190.348877
	Iteration 56Q: 3 clusters Score -2218848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2218921.750000 Penalty: 3190.348877
	Iteration 57Q: 3 clusters Score -2218922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2218987.500000 Penalty: 3190.348877
	Iteration 58Q: 3 clusters Score -2218988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2219025.500000 Penalty: 3190.348877
	Iteration 59Q: 3 clusters Score -2219026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2219056.500000 Penalty: 3190.348877
	Iteration 60F: 3 clusters Score -2219056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2219078.000000 Penalty: 3190.348877
	Iteration 61Q: 3 clusters Score -2219078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2219095.750000 Penalty: 3190.348877
	Iteration 62Q: 3 clusters Score -2219096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2219108.000000 Penalty: 3190.348877
	Iteration 63Q: 3 clusters Score -2219108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2219129.500000 Penalty: 3190.348877
	Iteration 64Q: 3 clusters Score -2219130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2219138.750000 Penalty: 3190.348877
	Iteration 65Q: 3 clusters Score -2219139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2219150.000000 Penalty: 3190.348877
	Iteration 66Q: 3 clusters Score -2219150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2219156.000000 Penalty: 3190.348877
	Iteration 67Q: 3 clusters Score -2219156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2219156.500000 Penalty: 3190.348877
	Iteration 68Q: 3 clusters Score -2219156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2219159.250000 Penalty: 3190.348877
	Iteration 69Q: 3 clusters Score -2219159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2219159.250000 Penalty: 3190.348877
	Iteration 70Q: 3 clusters Score -2219159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2219156.750000 Penalty: 3190.348877
	Iteration 71Q: 3 clusters Score -2219157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2219159.000000 Penalty: 3190.348877
	Iteration 72Q: 3 clusters Score -2219159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2219157.750000 Penalty: 3190.348877
	Iteration 73Q: 3 clusters Score -2219158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2219161.500000 Penalty: 3190.348877
	Iteration 74Q: 3 clusters Score -2219162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2219166.500000 Penalty: 3190.348877
	Iteration 75Q: 3 clusters Score -2219166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2219165.250000 Penalty: 3190.348877
	Iteration 76Q: 3 clusters Score -2219165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2219166.000000 Penalty: 3190.348877
	Iteration 77Q: 3 clusters Score -2219166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2219165.750000 Penalty: 3190.348877
	Iteration 78Q: 3 clusters Score -2219166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2219168.000000 Penalty: 3190.348877
	Iteration 79Q: 3 clusters Score -2219168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2219168.000000 Penalty: 3190.348877
	Iteration 80F: 3 clusters Score -2219168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 29981 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4481 members 
Entering Unmasked Estep 
Score: -29432270.000000 Penalty: 36308.777344
Splitting cluster 4 changes total score from -29432524.000000 to -29432270.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -473949.437500 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -473949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -470723.250000 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -470723.2 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -471527.687500 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -471527.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -471670.000000 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -471670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -471765.531250 Penalty: 2678.468018
	Iteration 3F: 3 clusters Score -471765.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -471840.812500 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -471840.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -471905.656250 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -471905.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -471960.375000 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -471960.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -472004.343750 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -472004.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -472041.281250 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -472041.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -472078.562500 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -472078.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -472111.750000 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -472111.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -472152.343750 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -472152.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -472191.312500 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -472191.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -472225.812500 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -472225.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -472265.187500 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -472265.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -472305.187500 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -472305.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -472349.718750 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -472349.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -472392.500000 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -472392.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -472449.156250 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -472449.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -472483.593750 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -472483.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -472514.218750 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -472514.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -472554.937500 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -472554.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -472589.437500 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -472589.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -472612.750000 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -472612.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -472641.406250 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -472641.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -472664.531250 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -472664.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -472677.218750 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -472677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -472683.187500 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -472683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -472688.218750 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -472688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -472696.531250 Penalty: 2678.468018
	Iteration 29Q: 3 clusters Score -472696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -472700.781250 Penalty: 2678.468018
	Iteration 30Q: 3 clusters Score -472700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -472704.468750 Penalty: 2678.468018
	Iteration 31Q: 3 clusters Score -472704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -472707.906250 Penalty: 2678.468018
	Iteration 32Q: 3 clusters Score -472707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -472710.812500 Penalty: 2678.468018
	Iteration 33Q: 3 clusters Score -472710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -472715.468750 Penalty: 2678.468018
	Iteration 34Q: 3 clusters Score -472715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -472719.343750 Penalty: 2678.468018
	Iteration 35Q: 3 clusters Score -472719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -472720.468750 Penalty: 2678.468018
	Iteration 36Q: 3 clusters Score -472720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -472722.000000 Penalty: 2678.468018
	Iteration 37Q: 3 clusters Score -472722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -472724.281250 Penalty: 2678.468018
	Iteration 38Q: 3 clusters Score -472724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -472726.687500 Penalty: 2678.468018
	Iteration 39Q: 3 clusters Score -472726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -472728.250000 Penalty: 2678.468018
	Iteration 40F: 3 clusters Score -472728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15535.330078 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15535.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15562.361328 Penalty: 1515.617798
	Iteration 1F: 3 clusters Score -15562.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15567.070312 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15567.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15567.070312 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15567.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -441087.593750 Penalty: 1332.635986
	Iteration 0F: 2 clusters Score -441087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -437973.562500 Penalty: 2665.271973
	Iteration 0F: 3 clusters Score -437973.6 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -438761.875000 Penalty: 2665.271973
	Iteration 1F: 3 clusters Score -438761.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -438895.968750 Penalty: 2665.271973
	Iteration 2F: 3 clusters Score -438896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -438989.281250 Penalty: 2665.271973
	Iteration 3Q: 3 clusters Score -438989.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -439082.875000 Penalty: 2665.271973
	Iteration 4Q: 3 clusters Score -439082.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -439150.593750 Penalty: 2665.271973
	Iteration 5Q: 3 clusters Score -439150.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -439206.281250 Penalty: 2665.271973
	Iteration 6Q: 3 clusters Score -439206.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -439262.375000 Penalty: 2665.271973
	Iteration 7Q: 3 clusters Score -439262.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -439321.125000 Penalty: 2665.271973
	Iteration 8Q: 3 clusters Score -439321.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -439379.468750 Penalty: 2665.271973
	Iteration 9Q: 3 clusters Score -439379.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -439441.687500 Penalty: 2665.271973
	Iteration 10Q: 3 clusters Score -439441.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -439511.562500 Penalty: 2665.271973
	Iteration 11Q: 3 clusters Score -439511.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -439582.000000 Penalty: 2665.271973
	Iteration 12Q: 3 clusters Score -439582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -439652.125000 Penalty: 2665.271973
	Iteration 13Q: 3 clusters Score -439652.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -439697.375000 Penalty: 2665.271973
	Iteration 14Q: 3 clusters Score -439697.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -439728.406250 Penalty: 2665.271973
	Iteration 15Q: 3 clusters Score -439728.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -439762.437500 Penalty: 2665.271973
	Iteration 16Q: 3 clusters Score -439762.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -439786.843750 Penalty: 2665.271973
	Iteration 17Q: 3 clusters Score -439786.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -439813.718750 Penalty: 2665.271973
	Iteration 18Q: 3 clusters Score -439813.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -439829.718750 Penalty: 2665.271973
	Iteration 19Q: 3 clusters Score -439829.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -439841.656250 Penalty: 2665.271973
	Iteration 20F: 3 clusters Score -439841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -439847.375000 Penalty: 2665.271973
	Iteration 21Q: 3 clusters Score -439847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -439856.937500 Penalty: 2665.271973
	Iteration 22Q: 3 clusters Score -439856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -439869.218750 Penalty: 2665.271973
	Iteration 23Q: 3 clusters Score -439869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -439876.906250 Penalty: 2665.271973
	Iteration 24Q: 3 clusters Score -439876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -439882.781250 Penalty: 2665.271973
	Iteration 25Q: 3 clusters Score -439882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -439888.250000 Penalty: 2665.271973
	Iteration 26Q: 3 clusters Score -439888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -439892.500000 Penalty: 2665.271973
	Iteration 27Q: 3 clusters Score -439892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -439896.437500 Penalty: 2665.271973
	Iteration 28Q: 3 clusters Score -439896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -439899.562500 Penalty: 2665.271973
	Iteration 29Q: 3 clusters Score -439899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -439901.843750 Penalty: 2665.271973
	Iteration 30Q: 3 clusters Score -439901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -439902.468750 Penalty: 2665.271973
	Iteration 31Q: 3 clusters Score -439902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -439902.812500 Penalty: 2665.271973
	Iteration 32Q: 3 clusters Score -439902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -439905.531250 Penalty: 2665.271973
	Iteration 33Q: 3 clusters Score -439905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -439907.156250 Penalty: 2665.271973
	Iteration 34Q: 3 clusters Score -439907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -439907.125000 Penalty: 2665.271973
	Iteration 35Q: 3 clusters Score -439907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -439908.781250 Penalty: 2665.271973
	Iteration 36Q: 3 clusters Score -439908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -439908.781250 Penalty: 2665.271973
	Iteration 37F: 3 clusters Score -439908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -694606.875000 Penalty: 1402.285645
	Iteration 0F: 2 clusters Score -694606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -690183.750000 Penalty: 2804.571289
	Iteration 0F: 3 clusters Score -690183.8 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -691451.062500 Penalty: 2804.571289
	Iteration 1F: 3 clusters Score -691451.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -691624.437500 Penalty: 2804.571289
	Iteration 2F: 3 clusters Score -691624.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -691748.187500 Penalty: 2804.571289
	Iteration 3Q: 3 clusters Score -691748.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -691844.062500 Penalty: 2804.571289
	Iteration 4Q: 3 clusters Score -691844.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -691924.250000 Penalty: 2804.571289
	Iteration 5Q: 3 clusters Score -691924.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -691992.750000 Penalty: 2804.571289
	Iteration 6Q: 3 clusters Score -691992.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -692050.687500 Penalty: 2804.571289
	Iteration 7Q: 3 clusters Score -692050.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -692104.062500 Penalty: 2804.571289
	Iteration 8Q: 3 clusters Score -692104.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -692161.000000 Penalty: 2804.571289
	Iteration 9Q: 3 clusters Score -692161 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -692217.625000 Penalty: 2804.571289
	Iteration 10Q: 3 clusters Score -692217.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -692282.125000 Penalty: 2804.571289
	Iteration 11Q: 3 clusters Score -692282.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -692369.875000 Penalty: 2804.571289
	Iteration 12Q: 3 clusters Score -692369.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -692468.187500 Penalty: 2804.571289
	Iteration 13Q: 3 clusters Score -692468.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -692568.562500 Penalty: 2804.571289
	Iteration 14Q: 3 clusters Score -692568.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -692681.937500 Penalty: 2804.571289
	Iteration 15Q: 3 clusters Score -692681.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -692804.250000 Penalty: 2804.571289
	Iteration 16Q: 3 clusters Score -692804.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -692938.625000 Penalty: 2804.571289
	Iteration 17Q: 3 clusters Score -692938.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -693059.812500 Penalty: 2804.571289
	Iteration 18Q: 3 clusters Score -693059.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -693138.375000 Penalty: 2804.571289
	Iteration 19Q: 3 clusters Score -693138.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -693194.562500 Penalty: 2804.571289
	Iteration 20F: 3 clusters Score -693194.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -693250.625000 Penalty: 2804.571289
	Iteration 21Q: 3 clusters Score -693250.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -693288.687500 Penalty: 2804.571289
	Iteration 22Q: 3 clusters Score -693288.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -693315.625000 Penalty: 2804.571289
	Iteration 23Q: 3 clusters Score -693315.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -693336.125000 Penalty: 2804.571289
	Iteration 24Q: 3 clusters Score -693336.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -693356.937500 Penalty: 2804.571289
	Iteration 25Q: 3 clusters Score -693356.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -693370.250000 Penalty: 2804.571289
	Iteration 26Q: 3 clusters Score -693370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -693381.125000 Penalty: 2804.571289
	Iteration 27Q: 3 clusters Score -693381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -693394.437500 Penalty: 2804.571289
	Iteration 28Q: 3 clusters Score -693394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -693409.000000 Penalty: 2804.571289
	Iteration 29Q: 3 clusters Score -693409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -693421.937500 Penalty: 2804.571289
	Iteration 30Q: 3 clusters Score -693421.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -693434.812500 Penalty: 2804.571289
	Iteration 31Q: 3 clusters Score -693434.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -693444.125000 Penalty: 2804.571289
	Iteration 32Q: 3 clusters Score -693444.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -693452.500000 Penalty: 2804.571289
	Iteration 33Q: 3 clusters Score -693452.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -693461.312500 Penalty: 2804.571289
	Iteration 34Q: 3 clusters Score -693461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -693466.625000 Penalty: 2804.571289
	Iteration 35Q: 3 clusters Score -693466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -693473.625000 Penalty: 2804.571289
	Iteration 36Q: 3 clusters Score -693473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -693476.062500 Penalty: 2804.571289
	Iteration 37Q: 3 clusters Score -693476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -693478.625000 Penalty: 2804.571289
	Iteration 38Q: 3 clusters Score -693478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -693484.625000 Penalty: 2804.571289
	Iteration 39Q: 3 clusters Score -693484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -693487.812500 Penalty: 2804.571289
	Iteration 40F: 3 clusters Score -693487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -693494.312500 Penalty: 2804.571289
	Iteration 41Q: 3 clusters Score -693494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -693497.250000 Penalty: 2804.571289
	Iteration 42Q: 3 clusters Score -693497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -693498.750000 Penalty: 2804.571289
	Iteration 43Q: 3 clusters Score -693498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -693498.750000 Penalty: 2804.571289
	Iteration 44F: 3 clusters Score -693498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -682159.875000 Penalty: 1408.022095
	Iteration 0F: 2 clusters Score -682159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -677637.687500 Penalty: 2816.044189
	Iteration 0F: 3 clusters Score -677637.7 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -678914.187500 Penalty: 2816.044189
	Iteration 1F: 3 clusters Score -678914.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -679101.875000 Penalty: 2816.044189
	Iteration 2F: 3 clusters Score -679101.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -679248.187500 Penalty: 2816.044189
	Iteration 3F: 3 clusters Score -679248.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -679384.062500 Penalty: 2816.044189
	Iteration 4Q: 3 clusters Score -679384.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -679525.125000 Penalty: 2816.044189
	Iteration 5Q: 3 clusters Score -679525.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -679669.437500 Penalty: 2816.044189
	Iteration 6Q: 3 clusters Score -679669.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -679840.812500 Penalty: 2816.044189
	Iteration 7Q: 3 clusters Score -679840.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -680058.937500 Penalty: 2816.044189
	Iteration 8Q: 3 clusters Score -680058.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -680277.312500 Penalty: 2816.044189
	Iteration 9Q: 3 clusters Score -680277.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -680473.750000 Penalty: 2816.044189
	Iteration 10Q: 3 clusters Score -680473.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -680610.062500 Penalty: 2816.044189
	Iteration 11Q: 3 clusters Score -680610.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -680711.500000 Penalty: 2816.044189
	Iteration 12Q: 3 clusters Score -680711.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -680800.250000 Penalty: 2816.044189
	Iteration 13Q: 3 clusters Score -680800.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -680884.437500 Penalty: 2816.044189
	Iteration 14Q: 3 clusters Score -680884.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -680957.000000 Penalty: 2816.044189
	Iteration 15Q: 3 clusters Score -680957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -681008.562500 Penalty: 2816.044189
	Iteration 16Q: 3 clusters Score -681008.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -681059.437500 Penalty: 2816.044189
	Iteration 17Q: 3 clusters Score -681059.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -681103.375000 Penalty: 2816.044189
	Iteration 18Q: 3 clusters Score -681103.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -681139.250000 Penalty: 2816.044189
	Iteration 19Q: 3 clusters Score -681139.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -681183.375000 Penalty: 2816.044189
	Iteration 20F: 3 clusters Score -681183.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -681223.187500 Penalty: 2816.044189
	Iteration 21Q: 3 clusters Score -681223.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -681268.000000 Penalty: 2816.044189
	Iteration 22Q: 3 clusters Score -681268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -681300.062500 Penalty: 2816.044189
	Iteration 23Q: 3 clusters Score -681300.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -681339.250000 Penalty: 2816.044189
	Iteration 24Q: 3 clusters Score -681339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -681368.750000 Penalty: 2816.044189
	Iteration 25Q: 3 clusters Score -681368.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -681392.812500 Penalty: 2816.044189
	Iteration 26Q: 3 clusters Score -681392.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -681412.125000 Penalty: 2816.044189
	Iteration 27Q: 3 clusters Score -681412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -681426.562500 Penalty: 2816.044189
	Iteration 28Q: 3 clusters Score -681426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -681440.875000 Penalty: 2816.044189
	Iteration 29Q: 3 clusters Score -681440.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -681450.500000 Penalty: 2816.044189
	Iteration 30Q: 3 clusters Score -681450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -681457.562500 Penalty: 2816.044189
	Iteration 31Q: 3 clusters Score -681457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -681463.375000 Penalty: 2816.044189
	Iteration 32Q: 3 clusters Score -681463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -681466.250000 Penalty: 2816.044189
	Iteration 33Q: 3 clusters Score -681466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -681467.375000 Penalty: 2816.044189
	Iteration 34Q: 3 clusters Score -681467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -681468.187500 Penalty: 2816.044189
	Iteration 35Q: 3 clusters Score -681468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -681468.312500 Penalty: 2816.044189
	Iteration 36Q: 3 clusters Score -681468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -681468.000000 Penalty: 2816.044189
	Iteration 37Q: 3 clusters Score -681468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -681468.687500 Penalty: 2816.044189
	Iteration 38Q: 3 clusters Score -681468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -681470.062500 Penalty: 2816.044189
	Iteration 39Q: 3 clusters Score -681470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -681477.312500 Penalty: 2816.044189
	Iteration 40F: 3 clusters Score -681477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -681484.625000 Penalty: 2816.044189
	Iteration 41Q: 3 clusters Score -681484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -681485.562500 Penalty: 2816.044189
	Iteration 42Q: 3 clusters Score -681485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -681488.750000 Penalty: 2816.044189
	Iteration 43Q: 3 clusters Score -681488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -681491.000000 Penalty: 2816.044189
	Iteration 44Q: 3 clusters Score -681491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -681493.125000 Penalty: 2816.044189
	Iteration 45Q: 3 clusters Score -681493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -681495.187500 Penalty: 2816.044189
	Iteration 46Q: 3 clusters Score -681495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -681495.187500 Penalty: 2816.044189
	Iteration 47F: 3 clusters Score -681495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -166592.515625 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -166592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -164859.328125 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -164859.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165187.937500 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -165187.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -165282.906250 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -165282.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165321.250000 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -165321.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165358.171875 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -165358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165375.765625 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -165375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165387.546875 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -165387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165395.640625 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -165395.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -165409.031250 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -165409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165426.796875 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -165426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165433.593750 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -165433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -165440.078125 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -165440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165446.187500 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -165446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165453.234375 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -165453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165460.671875 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -165460.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165466.359375 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -165466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165473.750000 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -165473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165480.406250 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -165480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165484.109375 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -165484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165488.265625 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -165488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -165489.828125 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -165489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165498.265625 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -165498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165500.718750 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -165500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165502.625000 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -165502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165502.625000 Penalty: 2366.226562
	Iteration 24F: 3 clusters Score -165502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -194066.343750 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -194066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192250.171875 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -192250.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192596.781250 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -192596.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192673.375000 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -192673.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192709.093750 Penalty: 2399.392578
	Iteration 3Q: 3 clusters Score -192709.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192739.015625 Penalty: 2399.392578
	Iteration 4Q: 3 clusters Score -192739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192758.468750 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -192758.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192776.984375 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -192777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192791.171875 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -192791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192800.468750 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -192800.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -192807.890625 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -192807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192813.531250 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -192813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -192817.062500 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -192817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192820.312500 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -192820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192821.656250 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -192821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -192823.031250 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -192823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192824.265625 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -192824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192826.625000 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -192826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192829.703125 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -192829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -192833.062500 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -192833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192833.812500 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -192833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -192833.812500 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -192833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Entering Unmasked Estep 
Score: -15794929.000000 Penalty: 1914.396973
	Iteration 0F: 2 clusters Score -1.579493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -15711839.000000 Penalty: 3828.793945
	Iteration 0F: 3 clusters Score -1.571184e+07 nChanged 62741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -15749688.000000 Penalty: 3828.793945
	Iteration 1F: 3 clusters Score -1.574969e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -15751403.000000 Penalty: 3828.793945
	Iteration 2Q: 3 clusters Score -1.57514e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -15754141.000000 Penalty: 3828.793945
	Iteration 3Q: 3 clusters Score -1.575414e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -15758798.000000 Penalty: 3828.793945
	Iteration 4F: 3 clusters Score -1.57588e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -15765784.000000 Penalty: 3828.793945
	Iteration 5F: 3 clusters Score -1.576578e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -15774935.000000 Penalty: 3828.793945
	Iteration 6F: 3 clusters Score -1.577494e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -15782751.000000 Penalty: 3828.793945
	Iteration 7F: 3 clusters Score -1.578275e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -15787873.000000 Penalty: 3828.793945
	Iteration 8Q: 3 clusters Score -1.578787e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -15790470.000000 Penalty: 3828.793945
	Iteration 9Q: 3 clusters Score -1.579047e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -15791550.000000 Penalty: 3828.793945
	Iteration 10Q: 3 clusters Score -1.579155e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -15792107.000000 Penalty: 3828.793945
	Iteration 11Q: 3 clusters Score -1.579211e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -15792468.000000 Penalty: 3828.793945
	Iteration 12Q: 3 clusters Score -1.579247e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -15792856.000000 Penalty: 3828.793945
	Iteration 13Q: 3 clusters Score -1.579286e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15793109.000000 Penalty: 3828.793945
	Iteration 14Q: 3 clusters Score -1.579311e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -15793330.000000 Penalty: 3828.793945
	Iteration 15Q: 3 clusters Score -1.579333e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -15793502.000000 Penalty: 3828.793945
	Iteration 16Q: 3 clusters Score -1.57935e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -15793609.000000 Penalty: 3828.793945
	Iteration 17Q: 3 clusters Score -1.579361e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -15793726.000000 Penalty: 3828.793945
	Iteration 18Q: 3 clusters Score -1.579373e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -15793817.000000 Penalty: 3828.793945
	Iteration 19Q: 3 clusters Score -1.579382e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -15793926.000000 Penalty: 3828.793945
	Iteration 20F: 3 clusters Score -1.579393e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -15793955.000000 Penalty: 3828.793945
	Iteration 21Q: 3 clusters Score -1.579396e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -15794020.000000 Penalty: 3828.793945
	Iteration 22Q: 3 clusters Score -1.579402e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -15794068.000000 Penalty: 3828.793945
	Iteration 23Q: 3 clusters Score -1.579407e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -15794090.000000 Penalty: 3828.793945
	Iteration 24Q: 3 clusters Score -1.579409e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -15794108.000000 Penalty: 3828.793945
	Iteration 25Q: 3 clusters Score -1.579411e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127458 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -15794111.000000 Penalty: 3828.793945
	Iteration 26Q: 3 clusters Score -1.579411e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -15794103.000000 Penalty: 3828.793945
	Iteration 27Q: 3 clusters Score -1.57941e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15794122.000000 Penalty: 3828.793945
	Iteration 28Q: 3 clusters Score -1.579412e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127668 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15794141.000000 Penalty: 3828.793945
	Iteration 29Q: 3 clusters Score -1.579414e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127719 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -15794146.000000 Penalty: 3828.793945
	Iteration 30Q: 3 clusters Score -1.579415e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -15794130.000000 Penalty: 3828.793945
	Iteration 31Q: 3 clusters Score -1.579413e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127795 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15794137.000000 Penalty: 3828.793945
	Iteration 32Q: 3 clusters Score -1.579414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15794145.000000 Penalty: 3828.793945
	Iteration 33Q: 3 clusters Score -1.579414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -15794144.000000 Penalty: 3828.793945
	Iteration 34Q: 3 clusters Score -1.579414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -15794159.000000 Penalty: 3828.793945
	Iteration 35Q: 3 clusters Score -1.579416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -15794158.000000 Penalty: 3828.793945
	Iteration 36Q: 3 clusters Score -1.579416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -15794159.000000 Penalty: 3828.793945
	Iteration 37Q: 3 clusters Score -1.579416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -15794165.000000 Penalty: 3828.793945
	Iteration 38Q: 3 clusters Score -1.579416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15794170.000000 Penalty: 3828.793945
	Iteration 39Q: 3 clusters Score -1.579417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -15794177.000000 Penalty: 3828.793945
	Iteration 40F: 3 clusters Score -1.579418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128107 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15794180.000000 Penalty: 3828.793945
	Iteration 41Q: 3 clusters Score -1.579418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -15794180.000000 Penalty: 3828.793945
	Iteration 42Q: 3 clusters Score -1.579418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15794170.000000 Penalty: 3828.793945
	Iteration 43Q: 3 clusters Score -1.579417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15794185.000000 Penalty: 3828.793945
	Iteration 44Q: 3 clusters Score -1.579418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -15794180.000000 Penalty: 3828.793945
	Iteration 45Q: 3 clusters Score -1.579418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -15794189.000000 Penalty: 3828.793945
	Iteration 46Q: 3 clusters Score -1.579419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128208 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -15794184.000000 Penalty: 3828.793945
	Iteration 47Q: 3 clusters Score -1.579418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128221 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -15794179.000000 Penalty: 3828.793945
	Iteration 48Q: 3 clusters Score -1.579418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15794177.000000 Penalty: 3828.793945
	Iteration 49Q: 3 clusters Score -1.579418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -15794184.000000 Penalty: 3828.793945
	Iteration 50Q: 3 clusters Score -1.579418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128267 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -15794187.000000 Penalty: 3828.793945
	Iteration 51Q: 3 clusters Score -1.579419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15794187.000000 Penalty: 3828.793945
	Iteration 52Q: 3 clusters Score -1.579419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128288 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15794194.000000 Penalty: 3828.793945
	Iteration 53Q: 3 clusters Score -1.579419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15794205.000000 Penalty: 3828.793945
	Iteration 54Q: 3 clusters Score -1.57942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -15794198.000000 Penalty: 3828.793945
	Iteration 55Q: 3 clusters Score -1.57942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15794188.000000 Penalty: 3828.793945
	Iteration 56Q: 3 clusters Score -1.579419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128306 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15794185.000000 Penalty: 3828.793945
	Iteration 57Q: 3 clusters Score -1.579418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128305 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -15794204.000000 Penalty: 3828.793945
	Iteration 58Q: 3 clusters Score -1.57942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -15794197.000000 Penalty: 3828.793945
	Iteration 59Q: 3 clusters Score -1.57942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128310 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15794191.000000 Penalty: 3828.793945
	Iteration 60F: 3 clusters Score -1.579419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128311 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15794194.000000 Penalty: 3828.793945
	Iteration 61Q: 3 clusters Score -1.579419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15794186.000000 Penalty: 3828.793945
	Iteration 62Q: 3 clusters Score -1.579419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15794185.000000 Penalty: 3828.793945
	Iteration 63Q: 3 clusters Score -1.579418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15794180.000000 Penalty: 3828.793945
	Iteration 64Q: 3 clusters Score -1.579418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15794180.000000 Penalty: 3828.793945
	Iteration 65F: 3 clusters Score -1.579418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 155 members 
Entering Unmasked Estep 
Score: -42273.070312 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42273.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42470.601562 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43175.910156 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43175.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43447.042969 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43447.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43641.554688 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43641.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43748.976562 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43748.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43762.496094 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43762.496094 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -43762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 29981 members 
Mstep: Class 4 contains 18333 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 51 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4481 members 
Entering Unmasked Estep 
Score: -29432058.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29432524.000000 to -29432058.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -47772.578125 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -47772.58 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 222 members 
Entering Unmasked Estep 
Score: -46745.210938 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -46745.21 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46939.312500 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -46939.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46997.285156 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -46997.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47013.800781 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -47013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47015.156250 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -47015.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47019.066406 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -47019.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47019.066406 Penalty: 1981.874146
	Iteration 6F: 3 clusters Score -47019.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Entering Unmasked Estep 
Score: -1392554.250000 Penalty: 1516.454346
	Iteration 0F: 2 clusters Score -1392554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1384531.125000 Penalty: 3032.908691
	Iteration 0F: 3 clusters Score -1384531 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1387212.250000 Penalty: 3032.908691
	Iteration 1F: 3 clusters Score -1387212 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1387580.625000 Penalty: 3032.908691
	Iteration 2F: 3 clusters Score -1387581 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1388020.375000 Penalty: 3032.908691
	Iteration 3F: 3 clusters Score -1388020 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1388559.500000 Penalty: 3032.908691
	Iteration 4F: 3 clusters Score -1388560 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1389208.750000 Penalty: 3032.908691
	Iteration 5F: 3 clusters Score -1389209 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1389921.875000 Penalty: 3032.908691
	Iteration 6F: 3 clusters Score -1389922 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1390468.375000 Penalty: 3032.908691
	Iteration 7F: 3 clusters Score -1390468 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1390823.375000 Penalty: 3032.908691
	Iteration 8Q: 3 clusters Score -1390823 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1391051.625000 Penalty: 3032.908691
	Iteration 9Q: 3 clusters Score -1391052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1391162.625000 Penalty: 3032.908691
	Iteration 10Q: 3 clusters Score -1391163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1391238.875000 Penalty: 3032.908691
	Iteration 11Q: 3 clusters Score -1391239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1391261.375000 Penalty: 3032.908691
	Iteration 12Q: 3 clusters Score -1391261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1391280.875000 Penalty: 3032.908691
	Iteration 13Q: 3 clusters Score -1391281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1391293.750000 Penalty: 3032.908691
	Iteration 14Q: 3 clusters Score -1391294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1391303.625000 Penalty: 3032.908691
	Iteration 15Q: 3 clusters Score -1391304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1391308.375000 Penalty: 3032.908691
	Iteration 16Q: 3 clusters Score -1391308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1391313.125000 Penalty: 3032.908691
	Iteration 17Q: 3 clusters Score -1391313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1391318.250000 Penalty: 3032.908691
	Iteration 18Q: 3 clusters Score -1391318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1391322.750000 Penalty: 3032.908691
	Iteration 19Q: 3 clusters Score -1391323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1391327.250000 Penalty: 3032.908691
	Iteration 20F: 3 clusters Score -1391327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1391328.625000 Penalty: 3032.908691
	Iteration 21Q: 3 clusters Score -1391329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1391331.000000 Penalty: 3032.908691
	Iteration 22Q: 3 clusters Score -1391331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1391332.125000 Penalty: 3032.908691
	Iteration 23Q: 3 clusters Score -1391332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1391333.250000 Penalty: 3032.908691
	Iteration 24Q: 3 clusters Score -1391333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1391333.250000 Penalty: 3032.908691
	Iteration 25F: 3 clusters Score -1391333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -37471.847656 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -37471.85 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 193 members 
Entering Unmasked Estep 
Score: -36583.000000 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -36583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36770.597656 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -36770.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36873.500000 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -36873.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36921.347656 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -36921.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36941.980469 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -36941.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -36954.828125 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -36954.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36980.160156 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -36980.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36999.851562 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -36999.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -37013.324219 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -37013.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -37028.496094 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -37028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -37044.699219 Penalty: 1923.640503
	Iteration 10Q: 3 clusters Score -37044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -37050.660156 Penalty: 1923.640503
	Iteration 11Q: 3 clusters Score -37050.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -37061.902344 Penalty: 1923.640503
	Iteration 12Q: 3 clusters Score -37061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -37063.859375 Penalty: 1923.640503
	Iteration 13Q: 3 clusters Score -37063.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -37068.851562 Penalty: 1923.640503
	Iteration 14Q: 3 clusters Score -37068.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -37068.851562 Penalty: 1923.640503
	Iteration 15F: 3 clusters Score -37068.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -513092.656250 Penalty: 1366.235229
	Iteration 0F: 2 clusters Score -513092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -509427.843750 Penalty: 2732.470459
	Iteration 0F: 3 clusters Score -509427.8 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -510417.000000 Penalty: 2732.470459
	Iteration 1F: 3 clusters Score -510417 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -510586.093750 Penalty: 2732.470459
	Iteration 2F: 3 clusters Score -510586.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -510701.968750 Penalty: 2732.470459
	Iteration 3F: 3 clusters Score -510702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -510808.437500 Penalty: 2732.470459
	Iteration 4Q: 3 clusters Score -510808.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -510898.875000 Penalty: 2732.470459
	Iteration 5Q: 3 clusters Score -510898.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -510987.687500 Penalty: 2732.470459
	Iteration 6Q: 3 clusters Score -510987.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -511057.687500 Penalty: 2732.470459
	Iteration 7Q: 3 clusters Score -511057.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -511132.781250 Penalty: 2732.470459
	Iteration 8Q: 3 clusters Score -511132.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -511211.906250 Penalty: 2732.470459
	Iteration 9Q: 3 clusters Score -511211.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -511299.406250 Penalty: 2732.470459
	Iteration 10Q: 3 clusters Score -511299.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -511372.437500 Penalty: 2732.470459
	Iteration 11Q: 3 clusters Score -511372.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -511435.375000 Penalty: 2732.470459
	Iteration 12Q: 3 clusters Score -511435.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -511514.718750 Penalty: 2732.470459
	Iteration 13Q: 3 clusters Score -511514.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -511576.843750 Penalty: 2732.470459
	Iteration 14Q: 3 clusters Score -511576.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -511640.281250 Penalty: 2732.470459
	Iteration 15Q: 3 clusters Score -511640.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -511685.687500 Penalty: 2732.470459
	Iteration 16Q: 3 clusters Score -511685.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -511719.718750 Penalty: 2732.470459
	Iteration 17Q: 3 clusters Score -511719.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -511745.062500 Penalty: 2732.470459
	Iteration 18Q: 3 clusters Score -511745.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -511761.906250 Penalty: 2732.470459
	Iteration 19Q: 3 clusters Score -511761.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -511778.687500 Penalty: 2732.470459
	Iteration 20F: 3 clusters Score -511778.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -511795.750000 Penalty: 2732.470459
	Iteration 21Q: 3 clusters Score -511795.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -511806.593750 Penalty: 2732.470459
	Iteration 22Q: 3 clusters Score -511806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -511814.625000 Penalty: 2732.470459
	Iteration 23Q: 3 clusters Score -511814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -511825.375000 Penalty: 2732.470459
	Iteration 24Q: 3 clusters Score -511825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -511834.781250 Penalty: 2732.470459
	Iteration 25Q: 3 clusters Score -511834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -511839.781250 Penalty: 2732.470459
	Iteration 26Q: 3 clusters Score -511839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -511844.125000 Penalty: 2732.470459
	Iteration 27Q: 3 clusters Score -511844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -511850.375000 Penalty: 2732.470459
	Iteration 28Q: 3 clusters Score -511850.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -511856.343750 Penalty: 2732.470459
	Iteration 29Q: 3 clusters Score -511856.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -511863.156250 Penalty: 2732.470459
	Iteration 30Q: 3 clusters Score -511863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -511868.906250 Penalty: 2732.470459
	Iteration 31Q: 3 clusters Score -511868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -511870.812500 Penalty: 2732.470459
	Iteration 32Q: 3 clusters Score -511870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -511872.687500 Penalty: 2732.470459
	Iteration 33Q: 3 clusters Score -511872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -511874.406250 Penalty: 2732.470459
	Iteration 34Q: 3 clusters Score -511874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -511875.812500 Penalty: 2732.470459
	Iteration 35Q: 3 clusters Score -511875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -511879.312500 Penalty: 2732.470459
	Iteration 36Q: 3 clusters Score -511879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -511881.750000 Penalty: 2732.470459
	Iteration 37Q: 3 clusters Score -511881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -511885.812500 Penalty: 2732.470459
	Iteration 38Q: 3 clusters Score -511885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -511887.281250 Penalty: 2732.470459
	Iteration 39Q: 3 clusters Score -511887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -511888.000000 Penalty: 2732.470459
	Iteration 40F: 3 clusters Score -511888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -511889.250000 Penalty: 2732.470459
	Iteration 41Q: 3 clusters Score -511889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -511889.562500 Penalty: 2732.470459
	Iteration 42Q: 3 clusters Score -511889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -511890.031250 Penalty: 2732.470459
	Iteration 43Q: 3 clusters Score -511890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -511890.031250 Penalty: 2732.470459
	Iteration 44F: 3 clusters Score -511890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 29981 members 
Mstep: Class 4 contains 18333 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432546.000000 Penalty: 34291.625000
Iteration 119Q: 18 clusters Score -2.943255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 18509 members 
Mstep: Class 3 contains 29963 members 
Mstep: Class 4 contains 18346 members 
Mstep: Class 5 contains 3796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130732 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 11295 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432540.000000 Penalty: 34291.625000
Iteration 120F: 18 clusters Score -2.943254e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 18509 members 
Mstep: Class 3 contains 29954 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130727 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432504.000000 Penalty: 34291.625000
Iteration 121Q: 18 clusters Score -2.94325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 29949 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 5796 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130719 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11296 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432552.000000 Penalty: 34291.625000
Iteration 122Q: 18 clusters Score -2.943255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 18505 members 
Mstep: Class 3 contains 29951 members 
Mstep: Class 4 contains 18369 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130701 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11292 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432580.000000 Penalty: 34291.625000
Iteration 123Q: 18 clusters Score -2.943258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 29950 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130693 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432544.000000 Penalty: 34291.625000
Iteration 124Q: 18 clusters Score -2.943254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 29950 members 
Mstep: Class 4 contains 18390 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130687 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11288 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432530.000000 Penalty: 34291.625000
Iteration 125Q: 18 clusters Score -2.943253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 29949 members 
Mstep: Class 4 contains 18402 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130667 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432526.000000 Penalty: 34291.625000
Iteration 126Q: 18 clusters Score -2.943253e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 29944 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130659 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432514.000000 Penalty: 34291.625000
Iteration 127Q: 18 clusters Score -2.943251e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 18501 members 
Mstep: Class 3 contains 29935 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11296 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432498.000000 Penalty: 34291.625000
Iteration 128Q: 18 clusters Score -2.94325e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18498 members 
Mstep: Class 3 contains 29933 members 
Mstep: Class 4 contains 18407 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130669 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432454.000000 Penalty: 34291.625000
Iteration 129Q: 18 clusters Score -2.943245e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 18505 members 
Mstep: Class 3 contains 29935 members 
Mstep: Class 4 contains 18408 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 1453 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130658 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432478.000000 Penalty: 34291.625000
Iteration 130Q: 18 clusters Score -2.943248e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 18505 members 
Mstep: Class 3 contains 29927 members 
Mstep: Class 4 contains 18409 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5603 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130660 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11303 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432488.000000 Penalty: 34291.625000
Iteration 131Q: 18 clusters Score -2.943249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 18499 members 
Mstep: Class 3 contains 29919 members 
Mstep: Class 4 contains 18414 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5603 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130663 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432508.000000 Penalty: 34291.625000
Iteration 132Q: 18 clusters Score -2.943251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 29912 members 
Mstep: Class 4 contains 18422 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 5780 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432502.000000 Penalty: 34291.625000
Iteration 133Q: 18 clusters Score -2.94325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 18483 members 
Mstep: Class 3 contains 29905 members 
Mstep: Class 4 contains 18430 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 130658 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432504.000000 Penalty: 34291.625000
Iteration 134Q: 18 clusters Score -2.94325e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 18481 members 
Mstep: Class 3 contains 29898 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 5775 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11308 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432558.000000 Penalty: 34291.625000
Iteration 135Q: 18 clusters Score -2.943256e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 18479 members 
Mstep: Class 3 contains 29881 members 
Mstep: Class 4 contains 18444 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130658 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432570.000000 Penalty: 34291.625000
Iteration 136Q: 18 clusters Score -2.943257e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 18473 members 
Mstep: Class 3 contains 29871 members 
Mstep: Class 4 contains 18451 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130668 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432594.000000 Penalty: 34291.625000
Iteration 137Q: 18 clusters Score -2.943259e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 18463 members 
Mstep: Class 3 contains 29857 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5611 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130671 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432590.000000 Penalty: 34291.625000
Iteration 138Q: 18 clusters Score -2.943259e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 18463 members 
Mstep: Class 3 contains 29840 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 130669 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432628.000000 Penalty: 34291.625000
Iteration 139Q: 18 clusters Score -2.943263e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 18463 members 
Mstep: Class 3 contains 29837 members 
Mstep: Class 4 contains 18486 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5618 members 
Mstep: Class 9 contains 5764 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432626.000000 Penalty: 34291.625000
Iteration 140F: 18 clusters Score -2.943263e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 18453 members 
Mstep: Class 3 contains 29829 members 
Mstep: Class 4 contains 18497 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130667 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432638.000000 Penalty: 34291.625000
Iteration 141Q: 18 clusters Score -2.943264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 18447 members 
Mstep: Class 3 contains 29814 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 130661 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11319 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432698.000000 Penalty: 34291.625000
Iteration 142Q: 18 clusters Score -2.94327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 18436 members 
Mstep: Class 3 contains 29800 members 
Mstep: Class 4 contains 18537 members 
Mstep: Class 5 contains 3877 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130665 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11322 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432674.000000 Penalty: 34291.625000
Iteration 143Q: 18 clusters Score -2.943267e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 18426 members 
Mstep: Class 3 contains 29789 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 130661 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11327 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432692.000000 Penalty: 34291.625000
Iteration 144Q: 18 clusters Score -2.943269e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 18421 members 
Mstep: Class 3 contains 29775 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130659 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432710.000000 Penalty: 34291.625000
Iteration 145Q: 18 clusters Score -2.943271e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 18417 members 
Mstep: Class 3 contains 29763 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 130650 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11335 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432684.000000 Penalty: 34291.625000
Iteration 146Q: 18 clusters Score -2.943268e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 18413 members 
Mstep: Class 3 contains 29751 members 
Mstep: Class 4 contains 18602 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130644 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432676.000000 Penalty: 34291.625000
Iteration 147Q: 18 clusters Score -2.943268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 18409 members 
Mstep: Class 3 contains 29739 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130638 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432660.000000 Penalty: 34291.625000
Iteration 148Q: 18 clusters Score -2.943266e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 18406 members 
Mstep: Class 3 contains 29721 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130635 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432636.000000 Penalty: 34291.625000
Iteration 149Q: 18 clusters Score -2.943264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18402 members 
Mstep: Class 3 contains 29697 members 
Mstep: Class 4 contains 18646 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130636 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11343 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432652.000000 Penalty: 34291.625000
Iteration 150Q: 18 clusters Score -2.943265e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18400 members 
Mstep: Class 3 contains 29684 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130630 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432640.000000 Penalty: 34291.625000
Iteration 151Q: 18 clusters Score -2.943264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18398 members 
Mstep: Class 3 contains 29676 members 
Mstep: Class 4 contains 18667 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130619 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432678.000000 Penalty: 34291.625000
Iteration 152Q: 18 clusters Score -2.943268e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18391 members 
Mstep: Class 3 contains 29674 members 
Mstep: Class 4 contains 18671 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130617 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432656.000000 Penalty: 34291.625000
Iteration 153Q: 18 clusters Score -2.943266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18388 members 
Mstep: Class 3 contains 29664 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130615 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11359 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432690.000000 Penalty: 34291.625000
Iteration 154Q: 18 clusters Score -2.943269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 18387 members 
Mstep: Class 3 contains 29654 members 
Mstep: Class 4 contains 18681 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 130613 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432710.000000 Penalty: 34291.625000
Iteration 155Q: 18 clusters Score -2.943271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 18386 members 
Mstep: Class 3 contains 29643 members 
Mstep: Class 4 contains 18687 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5675 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130610 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11360 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432720.000000 Penalty: 34291.625000
Iteration 156Q: 18 clusters Score -2.943272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 18381 members 
Mstep: Class 3 contains 29640 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130604 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432660.000000 Penalty: 34291.625000
Iteration 157Q: 18 clusters Score -2.943266e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 18382 members 
Mstep: Class 3 contains 29623 members 
Mstep: Class 4 contains 18720 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5680 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130593 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432710.000000 Penalty: 34291.625000
Iteration 158Q: 18 clusters Score -2.943271e+07 nChanged 101
Entering ConstructFrom: 
Score: -29432710.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1196599.875000 Penalty: 1490.604370
	Iteration 0F: 2 clusters Score -1196600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1189654.250000 Penalty: 2981.208740
	Iteration 0F: 3 clusters Score -1189654 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1191797.500000 Penalty: 2981.208740
	Iteration 1F: 3 clusters Score -1191798 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1192024.625000 Penalty: 2981.208740
	Iteration 2F: 3 clusters Score -1192025 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1192183.375000 Penalty: 2981.208740
	Iteration 3Q: 3 clusters Score -1192183 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1192299.375000 Penalty: 2981.208740
	Iteration 4Q: 3 clusters Score -1192299 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1192401.625000 Penalty: 2981.208740
	Iteration 5Q: 3 clusters Score -1192402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1192500.250000 Penalty: 2981.208740
	Iteration 6Q: 3 clusters Score -1192500 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1192612.375000 Penalty: 2981.208740
	Iteration 7Q: 3 clusters Score -1192612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1192736.125000 Penalty: 2981.208740
	Iteration 8Q: 3 clusters Score -1192736 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1192878.250000 Penalty: 2981.208740
	Iteration 9Q: 3 clusters Score -1192878 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1193074.250000 Penalty: 2981.208740
	Iteration 10Q: 3 clusters Score -1193074 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1193356.250000 Penalty: 2981.208740
	Iteration 11Q: 3 clusters Score -1193356 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1193709.500000 Penalty: 2981.208740
	Iteration 12F: 3 clusters Score -1193710 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1194098.750000 Penalty: 2981.208740
	Iteration 13F: 3 clusters Score -1194099 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1194478.500000 Penalty: 2981.208740
	Iteration 14Q: 3 clusters Score -1194478 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1194816.000000 Penalty: 2981.208740
	Iteration 15Q: 3 clusters Score -1194816 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1195027.875000 Penalty: 2981.208740
	Iteration 16Q: 3 clusters Score -1195028 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1195140.125000 Penalty: 2981.208740
	Iteration 17Q: 3 clusters Score -1195140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1195196.125000 Penalty: 2981.208740
	Iteration 18Q: 3 clusters Score -1195196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1195231.500000 Penalty: 2981.208740
	Iteration 19Q: 3 clusters Score -1195232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1195259.125000 Penalty: 2981.208740
	Iteration 20F: 3 clusters Score -1195259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1195274.125000 Penalty: 2981.208740
	Iteration 21Q: 3 clusters Score -1195274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1195285.125000 Penalty: 2981.208740
	Iteration 22Q: 3 clusters Score -1195285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1195290.125000 Penalty: 2981.208740
	Iteration 23Q: 3 clusters Score -1195290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1195294.875000 Penalty: 2981.208740
	Iteration 24Q: 3 clusters Score -1195295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1195295.750000 Penalty: 2981.208740
	Iteration 25Q: 3 clusters Score -1195296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1195300.000000 Penalty: 2981.208740
	Iteration 26Q: 3 clusters Score -1195300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1195303.750000 Penalty: 2981.208740
	Iteration 27Q: 3 clusters Score -1195304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1195305.125000 Penalty: 2981.208740
	Iteration 28Q: 3 clusters Score -1195305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1195305.375000 Penalty: 2981.208740
	Iteration 29Q: 3 clusters Score -1195305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1195305.375000 Penalty: 2981.208740
	Iteration 30F: 3 clusters Score -1195305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Entering Unmasked Estep 
Score: -2193685.500000 Penalty: 1595.599365
	Iteration 0F: 2 clusters Score -2193686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2181028.750000 Penalty: 3191.198730
	Iteration 0F: 3 clusters Score -2181029 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2185481.500000 Penalty: 3191.198730
	Iteration 1F: 3 clusters Score -2185482 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2185760.750000 Penalty: 3191.198730
	Iteration 2Q: 3 clusters Score -2185761 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2185995.750000 Penalty: 3191.198730
	Iteration 3Q: 3 clusters Score -2185996 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2186192.250000 Penalty: 3191.198730
	Iteration 4Q: 3 clusters Score -2186192 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2186335.250000 Penalty: 3191.198730
	Iteration 5Q: 3 clusters Score -2186335 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2186450.750000 Penalty: 3191.198730
	Iteration 6Q: 3 clusters Score -2186451 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2186566.750000 Penalty: 3191.198730
	Iteration 7Q: 3 clusters Score -2186567 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2186671.250000 Penalty: 3191.198730
	Iteration 8Q: 3 clusters Score -2186671 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2186777.750000 Penalty: 3191.198730
	Iteration 9Q: 3 clusters Score -2186778 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2186918.750000 Penalty: 3191.198730
	Iteration 10Q: 3 clusters Score -2186919 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2187071.250000 Penalty: 3191.198730
	Iteration 11Q: 3 clusters Score -2187071 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2187264.500000 Penalty: 3191.198730
	Iteration 12Q: 3 clusters Score -2187264 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2187521.750000 Penalty: 3191.198730
	Iteration 13Q: 3 clusters Score -2187522 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2187900.250000 Penalty: 3191.198730
	Iteration 14Q: 3 clusters Score -2187900 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2188399.250000 Penalty: 3191.198730
	Iteration 15Q: 3 clusters Score -2188399 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2188924.750000 Penalty: 3191.198730
	Iteration 16Q: 3 clusters Score -2188925 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2189425.250000 Penalty: 3191.198730
	Iteration 17Q: 3 clusters Score -2189425 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2189819.500000 Penalty: 3191.198730
	Iteration 18Q: 3 clusters Score -2189820 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2190079.500000 Penalty: 3191.198730
	Iteration 19Q: 3 clusters Score -2190080 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2190265.750000 Penalty: 3191.198730
	Iteration 20F: 3 clusters Score -2190266 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2190430.000000 Penalty: 3191.198730
	Iteration 21Q: 3 clusters Score -2190430 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2190587.500000 Penalty: 3191.198730
	Iteration 22Q: 3 clusters Score -2190588 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2190729.000000 Penalty: 3191.198730
	Iteration 23Q: 3 clusters Score -2190729 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2190842.250000 Penalty: 3191.198730
	Iteration 24Q: 3 clusters Score -2190842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2190944.250000 Penalty: 3191.198730
	Iteration 25Q: 3 clusters Score -2190944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2191037.000000 Penalty: 3191.198730
	Iteration 26Q: 3 clusters Score -2191037 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2191137.500000 Penalty: 3191.198730
	Iteration 27Q: 3 clusters Score -2191138 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2191230.000000 Penalty: 3191.198730
	Iteration 28Q: 3 clusters Score -2191230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2191299.750000 Penalty: 3191.198730
	Iteration 29Q: 3 clusters Score -2191300 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2191357.000000 Penalty: 3191.198730
	Iteration 30Q: 3 clusters Score -2191357 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2191428.750000 Penalty: 3191.198730
	Iteration 31Q: 3 clusters Score -2191429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2191502.500000 Penalty: 3191.198730
	Iteration 32Q: 3 clusters Score -2191502 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2191569.750000 Penalty: 3191.198730
	Iteration 33Q: 3 clusters Score -2191570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2191637.500000 Penalty: 3191.198730
	Iteration 34Q: 3 clusters Score -2191638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2191682.250000 Penalty: 3191.198730
	Iteration 35Q: 3 clusters Score -2191682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2191711.500000 Penalty: 3191.198730
	Iteration 36Q: 3 clusters Score -2191712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2191742.750000 Penalty: 3191.198730
	Iteration 37Q: 3 clusters Score -2191743 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2191774.750000 Penalty: 3191.198730
	Iteration 38Q: 3 clusters Score -2191775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2191802.250000 Penalty: 3191.198730
	Iteration 39Q: 3 clusters Score -2191802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2191842.250000 Penalty: 3191.198730
	Iteration 40F: 3 clusters Score -2191842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2191877.750000 Penalty: 3191.198730
	Iteration 41Q: 3 clusters Score -2191878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2191908.500000 Penalty: 3191.198730
	Iteration 42Q: 3 clusters Score -2191908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2191944.000000 Penalty: 3191.198730
	Iteration 43Q: 3 clusters Score -2191944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2191968.500000 Penalty: 3191.198730
	Iteration 44Q: 3 clusters Score -2191968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2192010.500000 Penalty: 3191.198730
	Iteration 45Q: 3 clusters Score -2192010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2192045.250000 Penalty: 3191.198730
	Iteration 46Q: 3 clusters Score -2192045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2192073.000000 Penalty: 3191.198730
	Iteration 47Q: 3 clusters Score -2192073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2192098.750000 Penalty: 3191.198730
	Iteration 48Q: 3 clusters Score -2192099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2192123.000000 Penalty: 3191.198730
	Iteration 49Q: 3 clusters Score -2192123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2192145.250000 Penalty: 3191.198730
	Iteration 50Q: 3 clusters Score -2192145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2192173.250000 Penalty: 3191.198730
	Iteration 51Q: 3 clusters Score -2192173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2192196.250000 Penalty: 3191.198730
	Iteration 52Q: 3 clusters Score -2192196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2192214.000000 Penalty: 3191.198730
	Iteration 53Q: 3 clusters Score -2192214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2192226.250000 Penalty: 3191.198730
	Iteration 54Q: 3 clusters Score -2192226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2192240.000000 Penalty: 3191.198730
	Iteration 55Q: 3 clusters Score -2192240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2192251.750000 Penalty: 3191.198730
	Iteration 56Q: 3 clusters Score -2192252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2192271.250000 Penalty: 3191.198730
	Iteration 57Q: 3 clusters Score -2192271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2192286.750000 Penalty: 3191.198730
	Iteration 58Q: 3 clusters Score -2192287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2192296.250000 Penalty: 3191.198730
	Iteration 59Q: 3 clusters Score -2192296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2192303.000000 Penalty: 3191.198730
	Iteration 60F: 3 clusters Score -2192303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2192310.000000 Penalty: 3191.198730
	Iteration 61Q: 3 clusters Score -2192310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2192313.500000 Penalty: 3191.198730
	Iteration 62Q: 3 clusters Score -2192314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2192315.250000 Penalty: 3191.198730
	Iteration 63Q: 3 clusters Score -2192315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2192324.750000 Penalty: 3191.198730
	Iteration 64Q: 3 clusters Score -2192325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2192329.000000 Penalty: 3191.198730
	Iteration 65Q: 3 clusters Score -2192329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2192328.000000 Penalty: 3191.198730
	Iteration 66Q: 3 clusters Score -2192328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2192334.750000 Penalty: 3191.198730
	Iteration 67Q: 3 clusters Score -2192335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2192337.500000 Penalty: 3191.198730
	Iteration 68Q: 3 clusters Score -2192338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2192338.500000 Penalty: 3191.198730
	Iteration 69Q: 3 clusters Score -2192338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2192338.750000 Penalty: 3191.198730
	Iteration 70Q: 3 clusters Score -2192339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2192338.500000 Penalty: 3191.198730
	Iteration 71Q: 3 clusters Score -2192338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2192338.000000 Penalty: 3191.198730
	Iteration 72Q: 3 clusters Score -2192338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2192340.750000 Penalty: 3191.198730
	Iteration 73Q: 3 clusters Score -2192341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2192342.250000 Penalty: 3191.198730
	Iteration 74Q: 3 clusters Score -2192342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2192342.750000 Penalty: 3191.198730
	Iteration 75Q: 3 clusters Score -2192343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2192342.750000 Penalty: 3191.198730
	Iteration 76F: 3 clusters Score -2192343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Entering Unmasked Estep 
Score: -3704627.500000 Penalty: 1673.062012
	Iteration 0F: 2 clusters Score -3704628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3685479.500000 Penalty: 3346.124023
	Iteration 0F: 3 clusters Score -3685480 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3692858.000000 Penalty: 3346.124023
	Iteration 1F: 3 clusters Score -3692858 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3693358.000000 Penalty: 3346.124023
	Iteration 2Q: 3 clusters Score -3693358 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3693925.250000 Penalty: 3346.124023
	Iteration 3Q: 3 clusters Score -3693925 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3694754.750000 Penalty: 3346.124023
	Iteration 4F: 3 clusters Score -3694755 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3695816.250000 Penalty: 3346.124023
	Iteration 5F: 3 clusters Score -3695816 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3697129.000000 Penalty: 3346.124023
	Iteration 6F: 3 clusters Score -3697129 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3698563.000000 Penalty: 3346.124023
	Iteration 7F: 3 clusters Score -3698563 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3699870.750000 Penalty: 3346.124023
	Iteration 8F: 3 clusters Score -3699871 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3700915.250000 Penalty: 3346.124023
	Iteration 9Q: 3 clusters Score -3700915 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3701519.250000 Penalty: 3346.124023
	Iteration 10Q: 3 clusters Score -3701519 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3701899.250000 Penalty: 3346.124023
	Iteration 11Q: 3 clusters Score -3701899 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3702136.500000 Penalty: 3346.124023
	Iteration 12Q: 3 clusters Score -3702136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3702301.750000 Penalty: 3346.124023
	Iteration 13Q: 3 clusters Score -3702302 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3702406.000000 Penalty: 3346.124023
	Iteration 14Q: 3 clusters Score -3702406 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3702489.250000 Penalty: 3346.124023
	Iteration 15Q: 3 clusters Score -3702489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3702560.750000 Penalty: 3346.124023
	Iteration 16Q: 3 clusters Score -3702561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3702595.000000 Penalty: 3346.124023
	Iteration 17Q: 3 clusters Score -3702595 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3702641.500000 Penalty: 3346.124023
	Iteration 18Q: 3 clusters Score -3702642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3702688.500000 Penalty: 3346.124023
	Iteration 19Q: 3 clusters Score -3702688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3702732.500000 Penalty: 3346.124023
	Iteration 20F: 3 clusters Score -3702732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3702769.000000 Penalty: 3346.124023
	Iteration 21Q: 3 clusters Score -3702769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3702794.250000 Penalty: 3346.124023
	Iteration 22Q: 3 clusters Score -3702794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3702814.250000 Penalty: 3346.124023
	Iteration 23Q: 3 clusters Score -3702814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3702842.250000 Penalty: 3346.124023
	Iteration 24Q: 3 clusters Score -3702842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3702863.500000 Penalty: 3346.124023
	Iteration 25Q: 3 clusters Score -3702864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3702879.500000 Penalty: 3346.124023
	Iteration 26Q: 3 clusters Score -3702880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3702894.000000 Penalty: 3346.124023
	Iteration 27Q: 3 clusters Score -3702894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3702914.750000 Penalty: 3346.124023
	Iteration 28Q: 3 clusters Score -3702915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3702928.250000 Penalty: 3346.124023
	Iteration 29Q: 3 clusters Score -3702928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3702934.000000 Penalty: 3346.124023
	Iteration 30Q: 3 clusters Score -3702934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3702943.000000 Penalty: 3346.124023
	Iteration 31Q: 3 clusters Score -3702943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3702959.000000 Penalty: 3346.124023
	Iteration 32Q: 3 clusters Score -3702959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3702963.500000 Penalty: 3346.124023
	Iteration 33Q: 3 clusters Score -3702964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3702982.000000 Penalty: 3346.124023
	Iteration 34Q: 3 clusters Score -3702982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -3703006.500000 Penalty: 3346.124023
	Iteration 35Q: 3 clusters Score -3703006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3703013.000000 Penalty: 3346.124023
	Iteration 36Q: 3 clusters Score -3703013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3703021.000000 Penalty: 3346.124023
	Iteration 37Q: 3 clusters Score -3703021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3703032.250000 Penalty: 3346.124023
	Iteration 38Q: 3 clusters Score -3703032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3703045.750000 Penalty: 3346.124023
	Iteration 39Q: 3 clusters Score -3703046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3703045.500000 Penalty: 3346.124023
	Iteration 40F: 3 clusters Score -3703046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3703064.500000 Penalty: 3346.124023
	Iteration 41Q: 3 clusters Score -3703064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3703073.500000 Penalty: 3346.124023
	Iteration 42Q: 3 clusters Score -3703074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3703078.750000 Penalty: 3346.124023
	Iteration 43Q: 3 clusters Score -3703079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3703082.500000 Penalty: 3346.124023
	Iteration 44Q: 3 clusters Score -3703082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3703081.250000 Penalty: 3346.124023
	Iteration 45Q: 3 clusters Score -3703081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3703084.000000 Penalty: 3346.124023
	Iteration 46Q: 3 clusters Score -3703084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3703085.500000 Penalty: 3346.124023
	Iteration 47Q: 3 clusters Score -3703086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3703088.250000 Penalty: 3346.124023
	Iteration 48Q: 3 clusters Score -3703088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3703089.750000 Penalty: 3346.124023
	Iteration 49Q: 3 clusters Score -3703090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3703088.750000 Penalty: 3346.124023
	Iteration 50Q: 3 clusters Score -3703089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3703092.000000 Penalty: 3346.124023
	Iteration 51Q: 3 clusters Score -3703092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3703096.500000 Penalty: 3346.124023
	Iteration 52Q: 3 clusters Score -3703096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3703090.000000 Penalty: 3346.124023
	Iteration 53Q: 3 clusters Score -3703090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3703098.000000 Penalty: 3346.124023
	Iteration 54Q: 3 clusters Score -3703098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3703100.500000 Penalty: 3346.124023
	Iteration 55Q: 3 clusters Score -3703100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3703104.500000 Penalty: 3346.124023
	Iteration 56Q: 3 clusters Score -3703104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3703112.250000 Penalty: 3346.124023
	Iteration 57Q: 3 clusters Score -3703112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3703107.500000 Penalty: 3346.124023
	Iteration 58Q: 3 clusters Score -3703108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3703104.000000 Penalty: 3346.124023
	Iteration 59Q: 3 clusters Score -3703104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3703106.000000 Penalty: 3346.124023
	Iteration 60F: 3 clusters Score -3703106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -2268024.500000 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -2268024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2255293.000000 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -2255293 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2260397.000000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -2260397 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2261069.750000 Penalty: 3197.589111
	Iteration 2F: 3 clusters Score -2261070 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2261716.750000 Penalty: 3197.589111
	Iteration 3F: 3 clusters Score -2261717 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2262438.500000 Penalty: 3197.589111
	Iteration 4F: 3 clusters Score -2262438 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2263126.250000 Penalty: 3197.589111
	Iteration 5F: 3 clusters Score -2263126 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2263798.500000 Penalty: 3197.589111
	Iteration 6F: 3 clusters Score -2263798 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2264471.000000 Penalty: 3197.589111
	Iteration 7F: 3 clusters Score -2264471 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2264992.000000 Penalty: 3197.589111
	Iteration 8Q: 3 clusters Score -2264992 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2265366.750000 Penalty: 3197.589111
	Iteration 9Q: 3 clusters Score -2265367 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2265623.500000 Penalty: 3197.589111
	Iteration 10Q: 3 clusters Score -2265624 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2265774.750000 Penalty: 3197.589111
	Iteration 11Q: 3 clusters Score -2265775 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2265905.750000 Penalty: 3197.589111
	Iteration 12Q: 3 clusters Score -2265906 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2266009.500000 Penalty: 3197.589111
	Iteration 13Q: 3 clusters Score -2266010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2266103.250000 Penalty: 3197.589111
	Iteration 14Q: 3 clusters Score -2266103 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2266210.000000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -2266210 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2266299.000000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -2266299 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2266389.500000 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -2266390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2266501.500000 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -2266502 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2266631.250000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -2266631 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2266815.000000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -2266815 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2267053.000000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -2267053 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2267249.250000 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -2267249 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2267361.250000 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -2267361 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2267434.750000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -2267435 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2267473.500000 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -2267474 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2267524.750000 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -2267525 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2267574.000000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -2267574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2267625.250000 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -2267625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2267673.000000 Penalty: 3197.589111
	Iteration 29Q: 3 clusters Score -2267673 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2267715.000000 Penalty: 3197.589111
	Iteration 30Q: 3 clusters Score -2267715 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2267764.000000 Penalty: 3197.589111
	Iteration 31Q: 3 clusters Score -2267764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2267822.750000 Penalty: 3197.589111
	Iteration 32Q: 3 clusters Score -2267823 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2267885.500000 Penalty: 3197.589111
	Iteration 33Q: 3 clusters Score -2267886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2267950.000000 Penalty: 3197.589111
	Iteration 34Q: 3 clusters Score -2267950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2268001.000000 Penalty: 3197.589111
	Iteration 35Q: 3 clusters Score -2268001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2268044.250000 Penalty: 3197.589111
	Iteration 36Q: 3 clusters Score -2268044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2268061.750000 Penalty: 3197.589111
	Iteration 37Q: 3 clusters Score -2268062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2268074.750000 Penalty: 3197.589111
	Iteration 38Q: 3 clusters Score -2268075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2268094.750000 Penalty: 3197.589111
	Iteration 39Q: 3 clusters Score -2268095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2268101.500000 Penalty: 3197.589111
	Iteration 40F: 3 clusters Score -2268102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2268110.750000 Penalty: 3197.589111
	Iteration 41Q: 3 clusters Score -2268111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2268116.500000 Penalty: 3197.589111
	Iteration 42Q: 3 clusters Score -2268116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2268121.500000 Penalty: 3197.589111
	Iteration 43Q: 3 clusters Score -2268122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2268130.000000 Penalty: 3197.589111
	Iteration 44Q: 3 clusters Score -2268130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2268130.000000 Penalty: 3197.589111
	Iteration 45Q: 3 clusters Score -2268130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2268130.500000 Penalty: 3197.589111
	Iteration 46Q: 3 clusters Score -2268130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2268132.750000 Penalty: 3197.589111
	Iteration 47Q: 3 clusters Score -2268133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2268137.750000 Penalty: 3197.589111
	Iteration 48Q: 3 clusters Score -2268138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2268142.250000 Penalty: 3197.589111
	Iteration 49Q: 3 clusters Score -2268142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2268143.750000 Penalty: 3197.589111
	Iteration 50Q: 3 clusters Score -2268144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2268143.750000 Penalty: 3197.589111
	Iteration 51Q: 3 clusters Score -2268144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2268146.250000 Penalty: 3197.589111
	Iteration 52Q: 3 clusters Score -2268146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2268145.000000 Penalty: 3197.589111
	Iteration 53Q: 3 clusters Score -2268145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2268140.250000 Penalty: 3197.589111
	Iteration 54Q: 3 clusters Score -2268140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2268142.250000 Penalty: 3197.589111
	Iteration 55Q: 3 clusters Score -2268142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2268145.250000 Penalty: 3197.589111
	Iteration 56Q: 3 clusters Score -2268145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2268144.500000 Penalty: 3197.589111
	Iteration 57Q: 3 clusters Score -2268144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2268146.750000 Penalty: 3197.589111
	Iteration 58Q: 3 clusters Score -2268147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2268150.250000 Penalty: 3197.589111
	Iteration 59Q: 3 clusters Score -2268150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2268154.250000 Penalty: 3197.589111
	Iteration 60F: 3 clusters Score -2268154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2268156.250000 Penalty: 3197.589111
	Iteration 61Q: 3 clusters Score -2268156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2268161.500000 Penalty: 3197.589111
	Iteration 62Q: 3 clusters Score -2268162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2268159.750000 Penalty: 3197.589111
	Iteration 63Q: 3 clusters Score -2268160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2268158.500000 Penalty: 3197.589111
	Iteration 64Q: 3 clusters Score -2268158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2268157.250000 Penalty: 3197.589111
	Iteration 65Q: 3 clusters Score -2268157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2268163.250000 Penalty: 3197.589111
	Iteration 66Q: 3 clusters Score -2268163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2268162.750000 Penalty: 3197.589111
	Iteration 67Q: 3 clusters Score -2268163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2268163.250000 Penalty: 3197.589111
	Iteration 68Q: 3 clusters Score -2268163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2268163.250000 Penalty: 3197.589111
	Iteration 69F: 3 clusters Score -2268163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 18381 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 16108 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5683 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130577 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
Score: -29432392.000000 Penalty: 36308.777344
Splitting cluster 4 changes total score from -29432710.000000 to -29432392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -485162.687500 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -485162.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -481858.562500 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -481858.6 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -482782.406250 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -482782.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -482994.031250 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -482994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -483125.343750 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -483125.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -483221.312500 Penalty: 2686.252930
	Iteration 4Q: 3 clusters Score -483221.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -483308.062500 Penalty: 2686.252930
	Iteration 5Q: 3 clusters Score -483308.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -483373.343750 Penalty: 2686.252930
	Iteration 6Q: 3 clusters Score -483373.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -483429.250000 Penalty: 2686.252930
	Iteration 7Q: 3 clusters Score -483429.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -483473.062500 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -483473.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -483519.781250 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -483519.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -483568.593750 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -483568.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -483622.187500 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -483622.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -483664.250000 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -483664.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -483708.906250 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -483708.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -483759.500000 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -483759.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -483812.093750 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -483812.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -483866.031250 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -483866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -483894.687500 Penalty: 2686.252930
	Iteration 17Q: 3 clusters Score -483894.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -483916.625000 Penalty: 2686.252930
	Iteration 18Q: 3 clusters Score -483916.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -483927.593750 Penalty: 2686.252930
	Iteration 19Q: 3 clusters Score -483927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -483934.437500 Penalty: 2686.252930
	Iteration 20F: 3 clusters Score -483934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -483938.281250 Penalty: 2686.252930
	Iteration 21Q: 3 clusters Score -483938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -483947.625000 Penalty: 2686.252930
	Iteration 22Q: 3 clusters Score -483947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -483953.906250 Penalty: 2686.252930
	Iteration 23Q: 3 clusters Score -483953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -483957.593750 Penalty: 2686.252930
	Iteration 24Q: 3 clusters Score -483957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -483959.031250 Penalty: 2686.252930
	Iteration 25Q: 3 clusters Score -483959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -483964.812500 Penalty: 2686.252930
	Iteration 26Q: 3 clusters Score -483964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -483967.187500 Penalty: 2686.252930
	Iteration 27Q: 3 clusters Score -483967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -483968.812500 Penalty: 2686.252930
	Iteration 28Q: 3 clusters Score -483968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -483974.031250 Penalty: 2686.252930
	Iteration 29Q: 3 clusters Score -483974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -483977.000000 Penalty: 2686.252930
	Iteration 30Q: 3 clusters Score -483977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -483979.406250 Penalty: 2686.252930
	Iteration 31Q: 3 clusters Score -483979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -483980.375000 Penalty: 2686.252930
	Iteration 32Q: 3 clusters Score -483980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -483980.593750 Penalty: 2686.252930
	Iteration 33Q: 3 clusters Score -483980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -483981.843750 Penalty: 2686.252930
	Iteration 34Q: 3 clusters Score -483981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -483982.875000 Penalty: 2686.252930
	Iteration 35Q: 3 clusters Score -483982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -483984.281250 Penalty: 2686.252930
	Iteration 36Q: 3 clusters Score -483984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -483984.281250 Penalty: 2686.252930
	Iteration 37F: 3 clusters Score -483984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15509.315430 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15509.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15518.901367 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15528.112305 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15528.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15532.367188 Penalty: 1515.617798
	Iteration 3Q: 3 clusters Score -15532.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15535.553711 Penalty: 1515.617798
	Iteration 4Q: 3 clusters Score -15535.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15535.553711 Penalty: 1515.617798
	Iteration 5F: 3 clusters Score -15535.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -441913.000000 Penalty: 1332.947876
	Iteration 0F: 2 clusters Score -441913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -438767.500000 Penalty: 2665.895752
	Iteration 0F: 3 clusters Score -438767.5 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -439558.906250 Penalty: 2665.895752
	Iteration 1F: 3 clusters Score -439558.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -439702.656250 Penalty: 2665.895752
	Iteration 2F: 3 clusters Score -439702.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -439785.500000 Penalty: 2665.895752
	Iteration 3Q: 3 clusters Score -439785.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -439829.625000 Penalty: 2665.895752
	Iteration 4Q: 3 clusters Score -439829.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -439870.937500 Penalty: 2665.895752
	Iteration 5Q: 3 clusters Score -439870.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -439910.437500 Penalty: 2665.895752
	Iteration 6Q: 3 clusters Score -439910.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -439950.781250 Penalty: 2665.895752
	Iteration 7Q: 3 clusters Score -439950.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -439975.875000 Penalty: 2665.895752
	Iteration 8Q: 3 clusters Score -439975.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -440002.250000 Penalty: 2665.895752
	Iteration 9Q: 3 clusters Score -440002.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -440031.343750 Penalty: 2665.895752
	Iteration 10Q: 3 clusters Score -440031.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -440059.406250 Penalty: 2665.895752
	Iteration 11Q: 3 clusters Score -440059.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -440082.500000 Penalty: 2665.895752
	Iteration 12Q: 3 clusters Score -440082.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -440104.031250 Penalty: 2665.895752
	Iteration 13Q: 3 clusters Score -440104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -440129.250000 Penalty: 2665.895752
	Iteration 14Q: 3 clusters Score -440129.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -440156.218750 Penalty: 2665.895752
	Iteration 15Q: 3 clusters Score -440156.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -440185.531250 Penalty: 2665.895752
	Iteration 16Q: 3 clusters Score -440185.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -440227.625000 Penalty: 2665.895752
	Iteration 17Q: 3 clusters Score -440227.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -440278.312500 Penalty: 2665.895752
	Iteration 18Q: 3 clusters Score -440278.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -440318.781250 Penalty: 2665.895752
	Iteration 19Q: 3 clusters Score -440318.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -440368.062500 Penalty: 2665.895752
	Iteration 20F: 3 clusters Score -440368.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -440423.781250 Penalty: 2665.895752
	Iteration 21Q: 3 clusters Score -440423.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -440465.562500 Penalty: 2665.895752
	Iteration 22Q: 3 clusters Score -440465.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -440513.375000 Penalty: 2665.895752
	Iteration 23Q: 3 clusters Score -440513.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -440560.906250 Penalty: 2665.895752
	Iteration 24Q: 3 clusters Score -440560.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -440602.625000 Penalty: 2665.895752
	Iteration 25Q: 3 clusters Score -440602.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -440638.531250 Penalty: 2665.895752
	Iteration 26Q: 3 clusters Score -440638.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -440664.468750 Penalty: 2665.895752
	Iteration 27Q: 3 clusters Score -440664.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -440683.625000 Penalty: 2665.895752
	Iteration 28Q: 3 clusters Score -440683.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -440699.031250 Penalty: 2665.895752
	Iteration 29Q: 3 clusters Score -440699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -440710.625000 Penalty: 2665.895752
	Iteration 30Q: 3 clusters Score -440710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -440718.687500 Penalty: 2665.895752
	Iteration 31Q: 3 clusters Score -440718.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -440728.062500 Penalty: 2665.895752
	Iteration 32Q: 3 clusters Score -440728.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -440735.687500 Penalty: 2665.895752
	Iteration 33Q: 3 clusters Score -440735.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -440742.031250 Penalty: 2665.895752
	Iteration 34Q: 3 clusters Score -440742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -440749.812500 Penalty: 2665.895752
	Iteration 35Q: 3 clusters Score -440749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -440762.062500 Penalty: 2665.895752
	Iteration 36Q: 3 clusters Score -440762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -440775.625000 Penalty: 2665.895752
	Iteration 37Q: 3 clusters Score -440775.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -440783.500000 Penalty: 2665.895752
	Iteration 38Q: 3 clusters Score -440783.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -440788.218750 Penalty: 2665.895752
	Iteration 39Q: 3 clusters Score -440788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -440792.281250 Penalty: 2665.895752
	Iteration 40F: 3 clusters Score -440792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -440797.562500 Penalty: 2665.895752
	Iteration 41Q: 3 clusters Score -440797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -440804.125000 Penalty: 2665.895752
	Iteration 42Q: 3 clusters Score -440804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -440811.062500 Penalty: 2665.895752
	Iteration 43Q: 3 clusters Score -440811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -440813.812500 Penalty: 2665.895752
	Iteration 44Q: 3 clusters Score -440813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -440816.750000 Penalty: 2665.895752
	Iteration 45Q: 3 clusters Score -440816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -440819.906250 Penalty: 2665.895752
	Iteration 46Q: 3 clusters Score -440819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -440823.062500 Penalty: 2665.895752
	Iteration 47Q: 3 clusters Score -440823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -440824.593750 Penalty: 2665.895752
	Iteration 48Q: 3 clusters Score -440824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -440827.781250 Penalty: 2665.895752
	Iteration 49Q: 3 clusters Score -440827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -440832.562500 Penalty: 2665.895752
	Iteration 50Q: 3 clusters Score -440832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -440833.593750 Penalty: 2665.895752
	Iteration 51Q: 3 clusters Score -440833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -440835.562500 Penalty: 2665.895752
	Iteration 52Q: 3 clusters Score -440835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -440837.125000 Penalty: 2665.895752
	Iteration 53Q: 3 clusters Score -440837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -440838.000000 Penalty: 2665.895752
	Iteration 54Q: 3 clusters Score -440838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -440838.000000 Penalty: 2665.895752
	Iteration 55Q: 3 clusters Score -440838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -440839.750000 Penalty: 2665.895752
	Iteration 56Q: 3 clusters Score -440839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -440840.500000 Penalty: 2665.895752
	Iteration 57Q: 3 clusters Score -440840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -440840.718750 Penalty: 2665.895752
	Iteration 58Q: 3 clusters Score -440840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -440840.718750 Penalty: 2665.895752
	Iteration 59F: 3 clusters Score -440840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -705584.062500 Penalty: 1404.850586
	Iteration 0F: 2 clusters Score -705584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -701234.000000 Penalty: 2809.701172
	Iteration 0F: 3 clusters Score -701234 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -702397.562500 Penalty: 2809.701172
	Iteration 1F: 3 clusters Score -702397.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -702565.000000 Penalty: 2809.701172
	Iteration 2F: 3 clusters Score -702565 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -702697.125000 Penalty: 2809.701172
	Iteration 3Q: 3 clusters Score -702697.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -702802.937500 Penalty: 2809.701172
	Iteration 4Q: 3 clusters Score -702802.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -702889.312500 Penalty: 2809.701172
	Iteration 5Q: 3 clusters Score -702889.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -702960.875000 Penalty: 2809.701172
	Iteration 6Q: 3 clusters Score -702960.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -703034.625000 Penalty: 2809.701172
	Iteration 7Q: 3 clusters Score -703034.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -703105.000000 Penalty: 2809.701172
	Iteration 8Q: 3 clusters Score -703105 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -703178.250000 Penalty: 2809.701172
	Iteration 9Q: 3 clusters Score -703178.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -703252.687500 Penalty: 2809.701172
	Iteration 10Q: 3 clusters Score -703252.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -703324.250000 Penalty: 2809.701172
	Iteration 11Q: 3 clusters Score -703324.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -703392.437500 Penalty: 2809.701172
	Iteration 12Q: 3 clusters Score -703392.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -703467.437500 Penalty: 2809.701172
	Iteration 13Q: 3 clusters Score -703467.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -703539.187500 Penalty: 2809.701172
	Iteration 14Q: 3 clusters Score -703539.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -703590.562500 Penalty: 2809.701172
	Iteration 15Q: 3 clusters Score -703590.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -703639.062500 Penalty: 2809.701172
	Iteration 16Q: 3 clusters Score -703639.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -703692.437500 Penalty: 2809.701172
	Iteration 17Q: 3 clusters Score -703692.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -703738.437500 Penalty: 2809.701172
	Iteration 18Q: 3 clusters Score -703738.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -703774.500000 Penalty: 2809.701172
	Iteration 19Q: 3 clusters Score -703774.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -703800.000000 Penalty: 2809.701172
	Iteration 20F: 3 clusters Score -703800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -703814.312500 Penalty: 2809.701172
	Iteration 21Q: 3 clusters Score -703814.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -703824.500000 Penalty: 2809.701172
	Iteration 22Q: 3 clusters Score -703824.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -703838.250000 Penalty: 2809.701172
	Iteration 23Q: 3 clusters Score -703838.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -703848.312500 Penalty: 2809.701172
	Iteration 24Q: 3 clusters Score -703848.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -703854.875000 Penalty: 2809.701172
	Iteration 25Q: 3 clusters Score -703854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -703862.687500 Penalty: 2809.701172
	Iteration 26Q: 3 clusters Score -703862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -703866.812500 Penalty: 2809.701172
	Iteration 27Q: 3 clusters Score -703866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -703871.687500 Penalty: 2809.701172
	Iteration 28Q: 3 clusters Score -703871.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -703875.312500 Penalty: 2809.701172
	Iteration 29Q: 3 clusters Score -703875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -703877.875000 Penalty: 2809.701172
	Iteration 30Q: 3 clusters Score -703877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -703878.812500 Penalty: 2809.701172
	Iteration 31Q: 3 clusters Score -703878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -703880.187500 Penalty: 2809.701172
	Iteration 32Q: 3 clusters Score -703880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -703880.750000 Penalty: 2809.701172
	Iteration 33Q: 3 clusters Score -703880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -703880.937500 Penalty: 2809.701172
	Iteration 34Q: 3 clusters Score -703880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -703882.687500 Penalty: 2809.701172
	Iteration 35Q: 3 clusters Score -703882.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -703882.875000 Penalty: 2809.701172
	Iteration 36Q: 3 clusters Score -703882.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -703885.875000 Penalty: 2809.701172
	Iteration 37Q: 3 clusters Score -703885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -703886.125000 Penalty: 2809.701172
	Iteration 38Q: 3 clusters Score -703886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -703888.562500 Penalty: 2809.701172
	Iteration 39Q: 3 clusters Score -703888.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -703892.125000 Penalty: 2809.701172
	Iteration 40F: 3 clusters Score -703892.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -703894.375000 Penalty: 2809.701172
	Iteration 41Q: 3 clusters Score -703894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -703897.375000 Penalty: 2809.701172
	Iteration 42Q: 3 clusters Score -703897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -703902.562500 Penalty: 2809.701172
	Iteration 43Q: 3 clusters Score -703902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -703906.187500 Penalty: 2809.701172
	Iteration 44Q: 3 clusters Score -703906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -703907.875000 Penalty: 2809.701172
	Iteration 45Q: 3 clusters Score -703907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -703911.625000 Penalty: 2809.701172
	Iteration 46Q: 3 clusters Score -703911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -703910.875000 Penalty: 2809.701172
	Iteration 47Q: 3 clusters Score -703910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -703914.125000 Penalty: 2809.701172
	Iteration 48Q: 3 clusters Score -703914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -703916.437500 Penalty: 2809.701172
	Iteration 49Q: 3 clusters Score -703916.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -703915.937500 Penalty: 2809.701172
	Iteration 50Q: 3 clusters Score -703915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -703918.500000 Penalty: 2809.701172
	Iteration 51Q: 3 clusters Score -703918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -703919.625000 Penalty: 2809.701172
	Iteration 52Q: 3 clusters Score -703919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -703920.187500 Penalty: 2809.701172
	Iteration 53Q: 3 clusters Score -703920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -703923.312500 Penalty: 2809.701172
	Iteration 54Q: 3 clusters Score -703923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -703925.062500 Penalty: 2809.701172
	Iteration 55Q: 3 clusters Score -703925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -703926.437500 Penalty: 2809.701172
	Iteration 56Q: 3 clusters Score -703926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -703929.250000 Penalty: 2809.701172
	Iteration 57Q: 3 clusters Score -703929.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -703933.375000 Penalty: 2809.701172
	Iteration 58Q: 3 clusters Score -703933.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -703940.562500 Penalty: 2809.701172
	Iteration 59Q: 3 clusters Score -703940.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -703948.875000 Penalty: 2809.701172
	Iteration 60F: 3 clusters Score -703948.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -703957.937500 Penalty: 2809.701172
	Iteration 61Q: 3 clusters Score -703957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -703965.187500 Penalty: 2809.701172
	Iteration 62Q: 3 clusters Score -703965.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -703973.437500 Penalty: 2809.701172
	Iteration 63Q: 3 clusters Score -703973.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -703978.875000 Penalty: 2809.701172
	Iteration 64Q: 3 clusters Score -703978.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -703985.750000 Penalty: 2809.701172
	Iteration 65Q: 3 clusters Score -703985.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -703990.250000 Penalty: 2809.701172
	Iteration 66Q: 3 clusters Score -703990.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -703995.750000 Penalty: 2809.701172
	Iteration 67Q: 3 clusters Score -703995.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -703999.562500 Penalty: 2809.701172
	Iteration 68Q: 3 clusters Score -703999.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -704004.875000 Penalty: 2809.701172
	Iteration 69Q: 3 clusters Score -704004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -704011.812500 Penalty: 2809.701172
	Iteration 70Q: 3 clusters Score -704011.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -704020.125000 Penalty: 2809.701172
	Iteration 71Q: 3 clusters Score -704020.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -704024.000000 Penalty: 2809.701172
	Iteration 72Q: 3 clusters Score -704024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -704026.562500 Penalty: 2809.701172
	Iteration 73Q: 3 clusters Score -704026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -704033.687500 Penalty: 2809.701172
	Iteration 74Q: 3 clusters Score -704033.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -704039.187500 Penalty: 2809.701172
	Iteration 75Q: 3 clusters Score -704039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -704044.625000 Penalty: 2809.701172
	Iteration 76Q: 3 clusters Score -704044.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -704045.125000 Penalty: 2809.701172
	Iteration 77Q: 3 clusters Score -704045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -704046.312500 Penalty: 2809.701172
	Iteration 78Q: 3 clusters Score -704046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -704047.250000 Penalty: 2809.701172
	Iteration 79Q: 3 clusters Score -704047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -704050.187500 Penalty: 2809.701172
	Iteration 80F: 3 clusters Score -704050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -704050.437500 Penalty: 2809.701172
	Iteration 81Q: 3 clusters Score -704050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -704050.812500 Penalty: 2809.701172
	Iteration 82Q: 3 clusters Score -704050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -704052.750000 Penalty: 2809.701172
	Iteration 83Q: 3 clusters Score -704052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -704054.750000 Penalty: 2809.701172
	Iteration 84Q: 3 clusters Score -704054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -704058.187500 Penalty: 2809.701172
	Iteration 85Q: 3 clusters Score -704058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -704057.562500 Penalty: 2809.701172
	Iteration 86Q: 3 clusters Score -704057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -704058.125000 Penalty: 2809.701172
	Iteration 87Q: 3 clusters Score -704058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -704058.625000 Penalty: 2809.701172
	Iteration 88Q: 3 clusters Score -704058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -704060.125000 Penalty: 2809.701172
	Iteration 89Q: 3 clusters Score -704060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -704060.562500 Penalty: 2809.701172
	Iteration 90Q: 3 clusters Score -704060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -704060.062500 Penalty: 2809.701172
	Iteration 91Q: 3 clusters Score -704060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -704060.062500 Penalty: 2809.701172
	Iteration 92F: 3 clusters Score -704060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -677774.375000 Penalty: 1406.981079
	Iteration 0F: 2 clusters Score -677774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -673350.687500 Penalty: 2813.962158
	Iteration 0F: 3 clusters Score -673350.7 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -674588.625000 Penalty: 2813.962158
	Iteration 1F: 3 clusters Score -674588.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -674771.187500 Penalty: 2813.962158
	Iteration 2F: 3 clusters Score -674771.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -674944.125000 Penalty: 2813.962158
	Iteration 3F: 3 clusters Score -674944.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -675119.500000 Penalty: 2813.962158
	Iteration 4Q: 3 clusters Score -675119.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -675277.750000 Penalty: 2813.962158
	Iteration 5Q: 3 clusters Score -675277.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -675452.875000 Penalty: 2813.962158
	Iteration 6Q: 3 clusters Score -675452.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -675612.812500 Penalty: 2813.962158
	Iteration 7Q: 3 clusters Score -675612.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -675766.687500 Penalty: 2813.962158
	Iteration 8Q: 3 clusters Score -675766.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -675899.062500 Penalty: 2813.962158
	Iteration 9Q: 3 clusters Score -675899.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -676003.562500 Penalty: 2813.962158
	Iteration 10Q: 3 clusters Score -676003.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -676086.000000 Penalty: 2813.962158
	Iteration 11Q: 3 clusters Score -676086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -676140.312500 Penalty: 2813.962158
	Iteration 12Q: 3 clusters Score -676140.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -676179.250000 Penalty: 2813.962158
	Iteration 13Q: 3 clusters Score -676179.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -676212.125000 Penalty: 2813.962158
	Iteration 14Q: 3 clusters Score -676212.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -676239.500000 Penalty: 2813.962158
	Iteration 15Q: 3 clusters Score -676239.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -676263.937500 Penalty: 2813.962158
	Iteration 16Q: 3 clusters Score -676263.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -676287.062500 Penalty: 2813.962158
	Iteration 17Q: 3 clusters Score -676287.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -676310.562500 Penalty: 2813.962158
	Iteration 18Q: 3 clusters Score -676310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -676332.250000 Penalty: 2813.962158
	Iteration 19Q: 3 clusters Score -676332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -676349.312500 Penalty: 2813.962158
	Iteration 20F: 3 clusters Score -676349.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -676365.437500 Penalty: 2813.962158
	Iteration 21Q: 3 clusters Score -676365.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -676380.000000 Penalty: 2813.962158
	Iteration 22Q: 3 clusters Score -676380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -676398.687500 Penalty: 2813.962158
	Iteration 23Q: 3 clusters Score -676398.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -676412.062500 Penalty: 2813.962158
	Iteration 24Q: 3 clusters Score -676412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -676423.375000 Penalty: 2813.962158
	Iteration 25Q: 3 clusters Score -676423.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -676437.250000 Penalty: 2813.962158
	Iteration 26Q: 3 clusters Score -676437.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -676444.750000 Penalty: 2813.962158
	Iteration 27Q: 3 clusters Score -676444.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -676453.062500 Penalty: 2813.962158
	Iteration 28Q: 3 clusters Score -676453.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -676463.437500 Penalty: 2813.962158
	Iteration 29Q: 3 clusters Score -676463.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -676475.312500 Penalty: 2813.962158
	Iteration 30Q: 3 clusters Score -676475.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -676485.687500 Penalty: 2813.962158
	Iteration 31Q: 3 clusters Score -676485.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -676496.875000 Penalty: 2813.962158
	Iteration 32Q: 3 clusters Score -676496.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -676510.625000 Penalty: 2813.962158
	Iteration 33Q: 3 clusters Score -676510.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -676525.250000 Penalty: 2813.962158
	Iteration 34Q: 3 clusters Score -676525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -676531.500000 Penalty: 2813.962158
	Iteration 35Q: 3 clusters Score -676531.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -676540.000000 Penalty: 2813.962158
	Iteration 36Q: 3 clusters Score -676540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -676546.187500 Penalty: 2813.962158
	Iteration 37Q: 3 clusters Score -676546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -676549.687500 Penalty: 2813.962158
	Iteration 38Q: 3 clusters Score -676549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -676553.375000 Penalty: 2813.962158
	Iteration 39Q: 3 clusters Score -676553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -676553.937500 Penalty: 2813.962158
	Iteration 40F: 3 clusters Score -676553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -676557.500000 Penalty: 2813.962158
	Iteration 41Q: 3 clusters Score -676557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -676562.000000 Penalty: 2813.962158
	Iteration 42Q: 3 clusters Score -676562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -676564.250000 Penalty: 2813.962158
	Iteration 43Q: 3 clusters Score -676564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -676566.062500 Penalty: 2813.962158
	Iteration 44Q: 3 clusters Score -676566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -676568.562500 Penalty: 2813.962158
	Iteration 45Q: 3 clusters Score -676568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -676574.937500 Penalty: 2813.962158
	Iteration 46Q: 3 clusters Score -676574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -676577.062500 Penalty: 2813.962158
	Iteration 47Q: 3 clusters Score -676577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -676579.375000 Penalty: 2813.962158
	Iteration 48Q: 3 clusters Score -676579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -676587.812500 Penalty: 2813.962158
	Iteration 49Q: 3 clusters Score -676587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -676592.937500 Penalty: 2813.962158
	Iteration 50Q: 3 clusters Score -676592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -676598.000000 Penalty: 2813.962158
	Iteration 51Q: 3 clusters Score -676598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -676600.375000 Penalty: 2813.962158
	Iteration 52Q: 3 clusters Score -676600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -676603.250000 Penalty: 2813.962158
	Iteration 53Q: 3 clusters Score -676603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -676603.562500 Penalty: 2813.962158
	Iteration 54Q: 3 clusters Score -676603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -676604.937500 Penalty: 2813.962158
	Iteration 55Q: 3 clusters Score -676604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -676607.500000 Penalty: 2813.962158
	Iteration 56Q: 3 clusters Score -676607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -676610.437500 Penalty: 2813.962158
	Iteration 57Q: 3 clusters Score -676610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -676612.187500 Penalty: 2813.962158
	Iteration 58Q: 3 clusters Score -676612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -676612.562500 Penalty: 2813.962158
	Iteration 59Q: 3 clusters Score -676612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -676612.562500 Penalty: 2813.962158
	Iteration 60F: 3 clusters Score -676612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -167543.671875 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -167543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165804.187500 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -165804.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166157.937500 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -166157.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166232.453125 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -166232.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166264.796875 Penalty: 2368.234863
	Iteration 3Q: 3 clusters Score -166264.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166290.125000 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -166290.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166314.906250 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -166314.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -166346.203125 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -166346.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166381.000000 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -166381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -166403.281250 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -166403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -166415.046875 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -166415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -166422.375000 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -166422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166427.468750 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -166427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166429.484375 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -166429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -166433.015625 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -166433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166436.453125 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -166436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -166439.953125 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -166440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166443.062500 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -166443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166448.125000 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -166448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166455.000000 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -166455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166461.296875 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -166461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166466.468750 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -166466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166469.125000 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -166469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -166472.125000 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -166472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166473.312500 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -166473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166474.000000 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -166474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166474.000000 Penalty: 2368.234863
	Iteration 25F: 3 clusters Score -166474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -194201.687500 Penalty: 1199.797363
	Iteration 0F: 2 clusters Score -194201.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -192357.234375 Penalty: 2399.594727
	Iteration 0F: 3 clusters Score -192357.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -192742.234375 Penalty: 2399.594727
	Iteration 1F: 3 clusters Score -192742.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -192843.437500 Penalty: 2399.594727
	Iteration 2F: 3 clusters Score -192843.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -192899.734375 Penalty: 2399.594727
	Iteration 3Q: 3 clusters Score -192899.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -192933.609375 Penalty: 2399.594727
	Iteration 4Q: 3 clusters Score -192933.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -192950.640625 Penalty: 2399.594727
	Iteration 5Q: 3 clusters Score -192950.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192959.515625 Penalty: 2399.594727
	Iteration 6Q: 3 clusters Score -192959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -192965.109375 Penalty: 2399.594727
	Iteration 7Q: 3 clusters Score -192965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192968.000000 Penalty: 2399.594727
	Iteration 8Q: 3 clusters Score -192968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192969.390625 Penalty: 2399.594727
	Iteration 9Q: 3 clusters Score -192969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -192970.078125 Penalty: 2399.594727
	Iteration 10Q: 3 clusters Score -192970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -192971.421875 Penalty: 2399.594727
	Iteration 11Q: 3 clusters Score -192971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -192972.140625 Penalty: 2399.594727
	Iteration 12Q: 3 clusters Score -192972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -192975.187500 Penalty: 2399.594727
	Iteration 13Q: 3 clusters Score -192975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -192979.937500 Penalty: 2399.594727
	Iteration 14Q: 3 clusters Score -192979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -192986.078125 Penalty: 2399.594727
	Iteration 15Q: 3 clusters Score -192986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -192991.265625 Penalty: 2399.594727
	Iteration 16Q: 3 clusters Score -192991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192995.062500 Penalty: 2399.594727
	Iteration 17Q: 3 clusters Score -192995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192998.156250 Penalty: 2399.594727
	Iteration 18Q: 3 clusters Score -192998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -192998.656250 Penalty: 2399.594727
	Iteration 19Q: 3 clusters Score -192998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -193000.343750 Penalty: 2399.594727
	Iteration 20F: 3 clusters Score -193000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193002.390625 Penalty: 2399.594727
	Iteration 21Q: 3 clusters Score -193002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193003.671875 Penalty: 2399.594727
	Iteration 22Q: 3 clusters Score -193003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -193004.578125 Penalty: 2399.594727
	Iteration 23Q: 3 clusters Score -193004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -193006.531250 Penalty: 2399.594727
	Iteration 24Q: 3 clusters Score -193006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -193006.578125 Penalty: 2399.594727
	Iteration 25Q: 3 clusters Score -193006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -193006.578125 Penalty: 2399.594727
	Iteration 26F: 3 clusters Score -193006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (130577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Entering Unmasked Estep 
Score: -15778717.000000 Penalty: 1914.204224
	Iteration 0F: 2 clusters Score -1.577872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -15695872.000000 Penalty: 3828.408447
	Iteration 0F: 3 clusters Score -1.569587e+07 nChanged 62729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -15732837.000000 Penalty: 3828.408447
	Iteration 1F: 3 clusters Score -1.573284e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -15733778.000000 Penalty: 3828.408447
	Iteration 2Q: 3 clusters Score -1.573378e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -15735072.000000 Penalty: 3828.408447
	Iteration 3Q: 3 clusters Score -1.573507e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -15736747.000000 Penalty: 3828.408447
	Iteration 4Q: 3 clusters Score -1.573675e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -15739172.000000 Penalty: 3828.408447
	Iteration 5Q: 3 clusters Score -1.573917e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -15743276.000000 Penalty: 3828.408447
	Iteration 6F: 3 clusters Score -1.574328e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -15749561.000000 Penalty: 3828.408447
	Iteration 7F: 3 clusters Score -1.574956e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -15757444.000000 Penalty: 3828.408447
	Iteration 8F: 3 clusters Score -1.575744e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -15765165.000000 Penalty: 3828.408447
	Iteration 9F: 3 clusters Score -1.576516e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -15770398.000000 Penalty: 3828.408447
	Iteration 10Q: 3 clusters Score -1.57704e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125127 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -15773448.000000 Penalty: 3828.408447
	Iteration 11Q: 3 clusters Score -1.577345e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -15775093.000000 Penalty: 3828.408447
	Iteration 12Q: 3 clusters Score -1.577509e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -15776081.000000 Penalty: 3828.408447
	Iteration 13Q: 3 clusters Score -1.577608e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128516 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -15776559.000000 Penalty: 3828.408447
	Iteration 14Q: 3 clusters Score -1.577656e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -15776905.000000 Penalty: 3828.408447
	Iteration 15Q: 3 clusters Score -1.57769e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15777163.000000 Penalty: 3828.408447
	Iteration 16Q: 3 clusters Score -1.577716e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15777345.000000 Penalty: 3828.408447
	Iteration 17Q: 3 clusters Score -1.577734e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129158 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15777401.000000 Penalty: 3828.408447
	Iteration 18Q: 3 clusters Score -1.57774e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129193 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15777477.000000 Penalty: 3828.408447
	Iteration 19Q: 3 clusters Score -1.577748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15777571.000000 Penalty: 3828.408447
	Iteration 20F: 3 clusters Score -1.577757e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15777658.000000 Penalty: 3828.408447
	Iteration 21Q: 3 clusters Score -1.577766e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15777707.000000 Penalty: 3828.408447
	Iteration 22Q: 3 clusters Score -1.577771e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129284 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15777792.000000 Penalty: 3828.408447
	Iteration 23Q: 3 clusters Score -1.577779e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129264 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15777836.000000 Penalty: 3828.408447
	Iteration 24Q: 3 clusters Score -1.577784e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15777879.000000 Penalty: 3828.408447
	Iteration 25Q: 3 clusters Score -1.577788e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129196 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15777914.000000 Penalty: 3828.408447
	Iteration 26Q: 3 clusters Score -1.577791e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15777932.000000 Penalty: 3828.408447
	Iteration 27Q: 3 clusters Score -1.577793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15777956.000000 Penalty: 3828.408447
	Iteration 28Q: 3 clusters Score -1.577796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15777991.000000 Penalty: 3828.408447
	Iteration 29Q: 3 clusters Score -1.577799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15778017.000000 Penalty: 3828.408447
	Iteration 30Q: 3 clusters Score -1.577802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129068 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15778054.000000 Penalty: 3828.408447
	Iteration 31Q: 3 clusters Score -1.577805e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15778058.000000 Penalty: 3828.408447
	Iteration 32Q: 3 clusters Score -1.577806e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129024 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15778092.000000 Penalty: 3828.408447
	Iteration 33Q: 3 clusters Score -1.577809e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129006 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15778099.000000 Penalty: 3828.408447
	Iteration 34Q: 3 clusters Score -1.57781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128988 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15778118.000000 Penalty: 3828.408447
	Iteration 35Q: 3 clusters Score -1.577812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128978 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15778111.000000 Penalty: 3828.408447
	Iteration 36Q: 3 clusters Score -1.577811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15778108.000000 Penalty: 3828.408447
	Iteration 37Q: 3 clusters Score -1.577811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15778142.000000 Penalty: 3828.408447
	Iteration 38Q: 3 clusters Score -1.577814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15778147.000000 Penalty: 3828.408447
	Iteration 39Q: 3 clusters Score -1.577815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15778168.000000 Penalty: 3828.408447
	Iteration 40F: 3 clusters Score -1.577817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -15778182.000000 Penalty: 3828.408447
	Iteration 41Q: 3 clusters Score -1.577818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15778179.000000 Penalty: 3828.408447
	Iteration 42Q: 3 clusters Score -1.577818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -15778182.000000 Penalty: 3828.408447
	Iteration 43Q: 3 clusters Score -1.577818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15778185.000000 Penalty: 3828.408447
	Iteration 44Q: 3 clusters Score -1.577818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -15778195.000000 Penalty: 3828.408447
	Iteration 45Q: 3 clusters Score -1.57782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15778198.000000 Penalty: 3828.408447
	Iteration 46Q: 3 clusters Score -1.57782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -15778207.000000 Penalty: 3828.408447
	Iteration 47Q: 3 clusters Score -1.577821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15778196.000000 Penalty: 3828.408447
	Iteration 48Q: 3 clusters Score -1.57782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15778214.000000 Penalty: 3828.408447
	Iteration 49Q: 3 clusters Score -1.577821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128878 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15778207.000000 Penalty: 3828.408447
	Iteration 50Q: 3 clusters Score -1.577821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15778205.000000 Penalty: 3828.408447
	Iteration 51Q: 3 clusters Score -1.57782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15778202.000000 Penalty: 3828.408447
	Iteration 52Q: 3 clusters Score -1.57782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15778211.000000 Penalty: 3828.408447
	Iteration 53Q: 3 clusters Score -1.577821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128873 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15778216.000000 Penalty: 3828.408447
	Iteration 54Q: 3 clusters Score -1.577822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15778207.000000 Penalty: 3828.408447
	Iteration 55Q: 3 clusters Score -1.577821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -15778207.000000 Penalty: 3828.408447
	Iteration 56Q: 3 clusters Score -1.577821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15778218.000000 Penalty: 3828.408447
	Iteration 57Q: 3 clusters Score -1.577822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15778214.000000 Penalty: 3828.408447
	Iteration 58Q: 3 clusters Score -1.577821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -15778214.000000 Penalty: 3828.408447
	Iteration 59F: 3 clusters Score -1.577821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 160 members 
Entering Unmasked Estep 
Score: -42247.628906 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42247.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42408.757812 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42408.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43030.273438 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43030.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43288.531250 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43288.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -43417.464844 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43417.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -43462.355469 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43462.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -43467.746094 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43467.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -43467.746094 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -43467.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 18381 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 18746 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5683 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 61 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130577 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
Score: -29431894.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29432710.000000 to -29431894.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -47658.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -47658.98 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 227 members 
Entering Unmasked Estep 
Score: -46669.828125 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -46669.83 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46809.550781 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -46809.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46852.921875 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -46852.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46876.175781 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -46876.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46889.503906 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -46889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46895.785156 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -46895.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46905.601562 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -46905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46907.355469 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -46907.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46909.273438 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -46909.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46915.000000 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -46915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46920.761719 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -46920.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46923.058594 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -46923.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46923.058594 Penalty: 1981.143066
	Iteration 12F: 3 clusters Score -46923.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Entering Unmasked Estep 
Score: -1401833.875000 Penalty: 1517.558472
	Iteration 0F: 2 clusters Score -1401834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1393800.000000 Penalty: 3035.116943
	Iteration 0F: 3 clusters Score -1393800 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1396610.625000 Penalty: 3035.116943
	Iteration 1F: 3 clusters Score -1396611 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1397002.500000 Penalty: 3035.116943
	Iteration 2F: 3 clusters Score -1397002 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1397359.375000 Penalty: 3035.116943
	Iteration 3F: 3 clusters Score -1397359 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1397633.500000 Penalty: 3035.116943
	Iteration 4Q: 3 clusters Score -1397634 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1397919.000000 Penalty: 3035.116943
	Iteration 5Q: 3 clusters Score -1397919 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1398237.875000 Penalty: 3035.116943
	Iteration 6Q: 3 clusters Score -1398238 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1398532.250000 Penalty: 3035.116943
	Iteration 7Q: 3 clusters Score -1398532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1398797.750000 Penalty: 3035.116943
	Iteration 8Q: 3 clusters Score -1398798 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1399046.375000 Penalty: 3035.116943
	Iteration 9Q: 3 clusters Score -1399046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1399246.375000 Penalty: 3035.116943
	Iteration 10Q: 3 clusters Score -1399246 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1399391.500000 Penalty: 3035.116943
	Iteration 11Q: 3 clusters Score -1399392 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1399486.750000 Penalty: 3035.116943
	Iteration 12Q: 3 clusters Score -1399487 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1399577.375000 Penalty: 3035.116943
	Iteration 13Q: 3 clusters Score -1399577 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1399642.375000 Penalty: 3035.116943
	Iteration 14Q: 3 clusters Score -1399642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1399701.125000 Penalty: 3035.116943
	Iteration 15Q: 3 clusters Score -1399701 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1399758.750000 Penalty: 3035.116943
	Iteration 16Q: 3 clusters Score -1399759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1399829.250000 Penalty: 3035.116943
	Iteration 17Q: 3 clusters Score -1399829 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1399885.500000 Penalty: 3035.116943
	Iteration 18Q: 3 clusters Score -1399886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1399926.875000 Penalty: 3035.116943
	Iteration 19Q: 3 clusters Score -1399927 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1399964.250000 Penalty: 3035.116943
	Iteration 20F: 3 clusters Score -1399964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1400008.250000 Penalty: 3035.116943
	Iteration 21Q: 3 clusters Score -1400008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1400051.625000 Penalty: 3035.116943
	Iteration 22Q: 3 clusters Score -1400052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1400106.000000 Penalty: 3035.116943
	Iteration 23Q: 3 clusters Score -1400106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1400154.125000 Penalty: 3035.116943
	Iteration 24Q: 3 clusters Score -1400154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1400201.625000 Penalty: 3035.116943
	Iteration 25Q: 3 clusters Score -1400202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1400238.750000 Penalty: 3035.116943
	Iteration 26Q: 3 clusters Score -1400239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1400266.500000 Penalty: 3035.116943
	Iteration 27Q: 3 clusters Score -1400266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1400297.000000 Penalty: 3035.116943
	Iteration 28Q: 3 clusters Score -1400297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1400320.875000 Penalty: 3035.116943
	Iteration 29Q: 3 clusters Score -1400321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1400341.750000 Penalty: 3035.116943
	Iteration 30Q: 3 clusters Score -1400342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1400365.875000 Penalty: 3035.116943
	Iteration 31Q: 3 clusters Score -1400366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1400382.750000 Penalty: 3035.116943
	Iteration 32Q: 3 clusters Score -1400383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1400405.000000 Penalty: 3035.116943
	Iteration 33Q: 3 clusters Score -1400405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1400423.500000 Penalty: 3035.116943
	Iteration 34Q: 3 clusters Score -1400424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1400434.500000 Penalty: 3035.116943
	Iteration 35Q: 3 clusters Score -1400434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1400443.125000 Penalty: 3035.116943
	Iteration 36Q: 3 clusters Score -1400443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1400449.000000 Penalty: 3035.116943
	Iteration 37Q: 3 clusters Score -1400449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1400454.375000 Penalty: 3035.116943
	Iteration 38Q: 3 clusters Score -1400454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1400460.625000 Penalty: 3035.116943
	Iteration 39Q: 3 clusters Score -1400461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1400471.875000 Penalty: 3035.116943
	Iteration 40F: 3 clusters Score -1400472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1400473.125000 Penalty: 3035.116943
	Iteration 41Q: 3 clusters Score -1400473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1400480.375000 Penalty: 3035.116943
	Iteration 42Q: 3 clusters Score -1400480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1400485.500000 Penalty: 3035.116943
	Iteration 43Q: 3 clusters Score -1400486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1400490.125000 Penalty: 3035.116943
	Iteration 44Q: 3 clusters Score -1400490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1400496.625000 Penalty: 3035.116943
	Iteration 45Q: 3 clusters Score -1400497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1400501.875000 Penalty: 3035.116943
	Iteration 46Q: 3 clusters Score -1400502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1400509.375000 Penalty: 3035.116943
	Iteration 47Q: 3 clusters Score -1400509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1400516.750000 Penalty: 3035.116943
	Iteration 48Q: 3 clusters Score -1400517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1400518.625000 Penalty: 3035.116943
	Iteration 49Q: 3 clusters Score -1400519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1400521.875000 Penalty: 3035.116943
	Iteration 50Q: 3 clusters Score -1400522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1400525.000000 Penalty: 3035.116943
	Iteration 51Q: 3 clusters Score -1400525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1400527.125000 Penalty: 3035.116943
	Iteration 52Q: 3 clusters Score -1400527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1400527.875000 Penalty: 3035.116943
	Iteration 53Q: 3 clusters Score -1400528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1400529.000000 Penalty: 3035.116943
	Iteration 54Q: 3 clusters Score -1400529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1400528.000000 Penalty: 3035.116943
	Iteration 55Q: 3 clusters Score -1400528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1400528.000000 Penalty: 3035.116943
	Iteration 56Q: 3 clusters Score -1400528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1400528.875000 Penalty: 3035.116943
	Iteration 57Q: 3 clusters Score -1400529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1400529.750000 Penalty: 3035.116943
	Iteration 58Q: 3 clusters Score -1400530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1400530.250000 Penalty: 3035.116943
	Iteration 59Q: 3 clusters Score -1400530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1400531.500000 Penalty: 3035.116943
	Iteration 60F: 3 clusters Score -1400532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1400533.625000 Penalty: 3035.116943
	Iteration 61Q: 3 clusters Score -1400534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1400533.375000 Penalty: 3035.116943
	Iteration 62Q: 3 clusters Score -1400533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1400534.875000 Penalty: 3035.116943
	Iteration 63Q: 3 clusters Score -1400535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1400536.625000 Penalty: 3035.116943
	Iteration 64Q: 3 clusters Score -1400537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1400537.750000 Penalty: 3035.116943
	Iteration 65Q: 3 clusters Score -1400538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1400538.125000 Penalty: 3035.116943
	Iteration 66Q: 3 clusters Score -1400538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1400538.875000 Penalty: 3035.116943
	Iteration 67Q: 3 clusters Score -1400539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1400538.750000 Penalty: 3035.116943
	Iteration 68Q: 3 clusters Score -1400539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1400541.250000 Penalty: 3035.116943
	Iteration 69Q: 3 clusters Score -1400541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1400539.625000 Penalty: 3035.116943
	Iteration 70Q: 3 clusters Score -1400540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1400541.250000 Penalty: 3035.116943
	Iteration 71Q: 3 clusters Score -1400541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1400543.000000 Penalty: 3035.116943
	Iteration 72Q: 3 clusters Score -1400543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1400544.125000 Penalty: 3035.116943
	Iteration 73Q: 3 clusters Score -1400544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1400545.750000 Penalty: 3035.116943
	Iteration 74Q: 3 clusters Score -1400546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1400547.625000 Penalty: 3035.116943
	Iteration 75Q: 3 clusters Score -1400548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1400550.625000 Penalty: 3035.116943
	Iteration 76Q: 3 clusters Score -1400551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1400551.000000 Penalty: 3035.116943
	Iteration 77Q: 3 clusters Score -1400551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1400551.250000 Penalty: 3035.116943
	Iteration 78Q: 3 clusters Score -1400551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1400552.000000 Penalty: 3035.116943
	Iteration 79Q: 3 clusters Score -1400552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1400552.000000 Penalty: 3035.116943
	Iteration 80F: 3 clusters Score -1400552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1400553.125000 Penalty: 3035.116943
	Iteration 81Q: 3 clusters Score -1400553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1400553.125000 Penalty: 3035.116943
	Iteration 82Q: 3 clusters Score -1400553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1400556.375000 Penalty: 3035.116943
	Iteration 83Q: 3 clusters Score -1400556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1400557.250000 Penalty: 3035.116943
	Iteration 84Q: 3 clusters Score -1400557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1400557.500000 Penalty: 3035.116943
	Iteration 85Q: 3 clusters Score -1400558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1400557.000000 Penalty: 3035.116943
	Iteration 86Q: 3 clusters Score -1400557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1400559.125000 Penalty: 3035.116943
	Iteration 87Q: 3 clusters Score -1400559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1400559.375000 Penalty: 3035.116943
	Iteration 88Q: 3 clusters Score -1400559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1400560.625000 Penalty: 3035.116943
	Iteration 89Q: 3 clusters Score -1400561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1400566.750000 Penalty: 3035.116943
	Iteration 90Q: 3 clusters Score -1400567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1400567.250000 Penalty: 3035.116943
	Iteration 91Q: 3 clusters Score -1400567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1400569.125000 Penalty: 3035.116943
	Iteration 92Q: 3 clusters Score -1400569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1400567.875000 Penalty: 3035.116943
	Iteration 93Q: 3 clusters Score -1400568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1400568.500000 Penalty: 3035.116943
	Iteration 94Q: 3 clusters Score -1400568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1400568.500000 Penalty: 3035.116943
	Iteration 95F: 3 clusters Score -1400568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 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 169 members 
Entering Unmasked Estep 
Score: -36062.972656 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36062.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36357.335938 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36357.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36449.382812 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36449.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36490.007812 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -36490.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36504.644531 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36504.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36507.636719 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36507.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36511.593750 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36511.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36511.593750 Penalty: 1919.242554
	Iteration 7F: 3 clusters Score -36511.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -508384.187500 Penalty: 1364.705078
	Iteration 0F: 2 clusters Score -508384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -504757.500000 Penalty: 2729.410156
	Iteration 0F: 3 clusters Score -504757.5 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -505723.687500 Penalty: 2729.410156
	Iteration 1F: 3 clusters Score -505723.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -505901.343750 Penalty: 2729.410156
	Iteration 2F: 3 clusters Score -505901.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -506041.125000 Penalty: 2729.410156
	Iteration 3F: 3 clusters Score -506041.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -506161.843750 Penalty: 2729.410156
	Iteration 4Q: 3 clusters Score -506161.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -506237.500000 Penalty: 2729.410156
	Iteration 5Q: 3 clusters Score -506237.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -506327.500000 Penalty: 2729.410156
	Iteration 6Q: 3 clusters Score -506327.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -506431.281250 Penalty: 2729.410156
	Iteration 7Q: 3 clusters Score -506431.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -506532.500000 Penalty: 2729.410156
	Iteration 8Q: 3 clusters Score -506532.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -506633.437500 Penalty: 2729.410156
	Iteration 9Q: 3 clusters Score -506633.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -506718.843750 Penalty: 2729.410156
	Iteration 10Q: 3 clusters Score -506718.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -506770.750000 Penalty: 2729.410156
	Iteration 11Q: 3 clusters Score -506770.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -506809.156250 Penalty: 2729.410156
	Iteration 12Q: 3 clusters Score -506809.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -506848.250000 Penalty: 2729.410156
	Iteration 13Q: 3 clusters Score -506848.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -506888.625000 Penalty: 2729.410156
	Iteration 14Q: 3 clusters Score -506888.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -506922.437500 Penalty: 2729.410156
	Iteration 15Q: 3 clusters Score -506922.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -506954.187500 Penalty: 2729.410156
	Iteration 16Q: 3 clusters Score -506954.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -506986.750000 Penalty: 2729.410156
	Iteration 17Q: 3 clusters Score -506986.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -507015.875000 Penalty: 2729.410156
	Iteration 18Q: 3 clusters Score -507015.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -507039.156250 Penalty: 2729.410156
	Iteration 19Q: 3 clusters Score -507039.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -507050.531250 Penalty: 2729.410156
	Iteration 20F: 3 clusters Score -507050.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -507058.687500 Penalty: 2729.410156
	Iteration 21Q: 3 clusters Score -507058.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -507065.750000 Penalty: 2729.410156
	Iteration 22Q: 3 clusters Score -507065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -507070.843750 Penalty: 2729.410156
	Iteration 23Q: 3 clusters Score -507070.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -507074.718750 Penalty: 2729.410156
	Iteration 24Q: 3 clusters Score -507074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -507078.312500 Penalty: 2729.410156
	Iteration 25Q: 3 clusters Score -507078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -507082.250000 Penalty: 2729.410156
	Iteration 26Q: 3 clusters Score -507082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -507086.062500 Penalty: 2729.410156
	Iteration 27Q: 3 clusters Score -507086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -507089.281250 Penalty: 2729.410156
	Iteration 28Q: 3 clusters Score -507089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -507091.968750 Penalty: 2729.410156
	Iteration 29Q: 3 clusters Score -507092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -507092.718750 Penalty: 2729.410156
	Iteration 30Q: 3 clusters Score -507092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -507092.593750 Penalty: 2729.410156
	Iteration 31Q: 3 clusters Score -507092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -507092.656250 Penalty: 2729.410156
	Iteration 32Q: 3 clusters Score -507092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -507094.093750 Penalty: 2729.410156
	Iteration 33Q: 3 clusters Score -507094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -507094.656250 Penalty: 2729.410156
	Iteration 34Q: 3 clusters Score -507094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -507094.468750 Penalty: 2729.410156
	Iteration 35Q: 3 clusters Score -507094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -507095.375000 Penalty: 2729.410156
	Iteration 36Q: 3 clusters Score -507095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -507094.437500 Penalty: 2729.410156
	Iteration 37Q: 3 clusters Score -507094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -507097.156250 Penalty: 2729.410156
	Iteration 38Q: 3 clusters Score -507097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -507097.250000 Penalty: 2729.410156
	Iteration 39Q: 3 clusters Score -507097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -507097.250000 Penalty: 2729.410156
	Iteration 40F: 3 clusters Score -507097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 18381 members 
Mstep: Class 3 contains 29607 members 
Mstep: Class 4 contains 18746 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5683 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130577 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432682.000000 Penalty: 34291.625000
Iteration 159Q: 18 clusters Score -2.943268e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 29596 members 
Mstep: Class 4 contains 18771 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130558 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11373 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432656.000000 Penalty: 34291.625000
Iteration 160F: 18 clusters Score -2.943266e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 29581 members 
Mstep: Class 4 contains 18791 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130555 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11372 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432628.000000 Penalty: 34291.625000
Iteration 161Q: 18 clusters Score -2.943263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 18376 members 
Mstep: Class 3 contains 29561 members 
Mstep: Class 4 contains 18817 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 5688 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130552 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432618.000000 Penalty: 34291.625000
Iteration 162Q: 18 clusters Score -2.943262e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 18375 members 
Mstep: Class 3 contains 29541 members 
Mstep: Class 4 contains 18830 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130547 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11373 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432636.000000 Penalty: 34291.625000
Iteration 163Q: 18 clusters Score -2.943264e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 29532 members 
Mstep: Class 4 contains 18852 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5692 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130540 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11373 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432600.000000 Penalty: 34291.625000
Iteration 164Q: 18 clusters Score -2.94326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 29512 members 
Mstep: Class 4 contains 18875 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 130536 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11372 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432614.000000 Penalty: 34291.625000
Iteration 165Q: 18 clusters Score -2.943261e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 18357 members 
Mstep: Class 3 contains 29496 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 130529 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11374 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432642.000000 Penalty: 34291.625000
Iteration 166Q: 18 clusters Score -2.943264e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18351 members 
Mstep: Class 3 contains 29475 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5698 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130529 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432648.000000 Penalty: 34291.625000
Iteration 167Q: 18 clusters Score -2.943265e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 29452 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 5698 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130544 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432612.000000 Penalty: 34291.625000
Iteration 168Q: 18 clusters Score -2.943261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 29425 members 
Mstep: Class 4 contains 18945 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 130556 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11387 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432678.000000 Penalty: 34291.625000
Iteration 169Q: 18 clusters Score -2.943268e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 18339 members 
Mstep: Class 3 contains 29394 members 
Mstep: Class 4 contains 18960 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5708 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 130551 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432736.000000 Penalty: 34291.625000
Iteration 170Q: 18 clusters Score -2.943274e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 29363 members 
Mstep: Class 4 contains 18975 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 130558 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11399 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432682.000000 Penalty: 34291.625000
Iteration 171Q: 18 clusters Score -2.943268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18347 members 
Mstep: Class 3 contains 29330 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 130573 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11401 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432708.000000 Penalty: 34291.625000
Iteration 172Q: 18 clusters Score -2.943271e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18345 members 
Mstep: Class 3 contains 29305 members 
Mstep: Class 4 contains 18996 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 130587 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432756.000000 Penalty: 34291.625000
Iteration 173Q: 18 clusters Score -2.943276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18343 members 
Mstep: Class 3 contains 29271 members 
Mstep: Class 4 contains 19003 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 130616 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11399 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432782.000000 Penalty: 34291.625000
Iteration 174Q: 18 clusters Score -2.943278e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 29234 members 
Mstep: Class 4 contains 19008 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130645 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432770.000000 Penalty: 34291.625000
Iteration 175Q: 18 clusters Score -2.943277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 29194 members 
Mstep: Class 4 contains 19008 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130681 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432788.000000 Penalty: 34291.625000
Iteration 176Q: 18 clusters Score -2.943279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 29151 members 
Mstep: Class 4 contains 19011 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130725 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432796.000000 Penalty: 34291.625000
Iteration 177Q: 18 clusters Score -2.94328e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18331 members 
Mstep: Class 3 contains 29117 members 
Mstep: Class 4 contains 19017 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130755 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432822.000000 Penalty: 34291.625000
Iteration 178Q: 18 clusters Score -2.943282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18330 members 
Mstep: Class 3 contains 29072 members 
Mstep: Class 4 contains 19023 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130787 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432814.000000 Penalty: 34291.625000
Iteration 179Q: 18 clusters Score -2.943281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 18329 members 
Mstep: Class 3 contains 29031 members 
Mstep: Class 4 contains 19029 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130820 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432778.000000 Penalty: 34291.625000
Iteration 180F: 18 clusters Score -2.943278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 18325 members 
Mstep: Class 3 contains 28988 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 3897 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130854 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432768.000000 Penalty: 34291.625000
Iteration 181Q: 18 clusters Score -2.943277e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 28956 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5725 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130872 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432742.000000 Penalty: 34291.625000
Iteration 182Q: 18 clusters Score -2.943274e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 28913 members 
Mstep: Class 4 contains 19048 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130908 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432794.000000 Penalty: 34291.625000
Iteration 183Q: 18 clusters Score -2.943279e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 28874 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 5755 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130936 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432794.000000 Penalty: 34291.625000
Iteration 184Q: 18 clusters Score -2.943279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18324 members 
Mstep: Class 3 contains 28846 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 130959 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11436 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432824.000000 Penalty: 34291.625000
Iteration 185Q: 18 clusters Score -2.943282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 28813 members 
Mstep: Class 4 contains 19058 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 130992 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432812.000000 Penalty: 34291.625000
Iteration 186Q: 18 clusters Score -2.943281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 18327 members 
Mstep: Class 3 contains 28790 members 
Mstep: Class 4 contains 19058 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 131008 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432792.000000 Penalty: 34291.625000
Iteration 187Q: 18 clusters Score -2.943279e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 28765 members 
Mstep: Class 4 contains 19060 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 131026 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432788.000000 Penalty: 34291.625000
Iteration 188Q: 18 clusters Score -2.943279e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18328 members 
Mstep: Class 3 contains 28719 members 
Mstep: Class 4 contains 19064 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 131064 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432780.000000 Penalty: 34291.625000
Iteration 189Q: 18 clusters Score -2.943278e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 28668 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 5751 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 131108 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432830.000000 Penalty: 34291.625000
Iteration 190Q: 18 clusters Score -2.943283e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 18315 members 
Mstep: Class 3 contains 28614 members 
Mstep: Class 4 contains 19077 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 131157 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432896.000000 Penalty: 34291.625000
Iteration 191Q: 18 clusters Score -2.94329e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18304 members 
Mstep: Class 3 contains 28542 members 
Mstep: Class 4 contains 19081 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 131241 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432922.000000 Penalty: 34291.625000
Iteration 192Q: 18 clusters Score -2.943292e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 18299 members 
Mstep: Class 3 contains 28453 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 3909 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 131327 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432902.000000 Penalty: 34291.625000
Iteration 193Q: 18 clusters Score -2.94329e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 28372 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 5748 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 131406 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11450 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432900.000000 Penalty: 34291.625000
Iteration 194Q: 18 clusters Score -2.94329e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18290 members 
Mstep: Class 3 contains 28297 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 131466 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432890.000000 Penalty: 34291.625000
Iteration 195Q: 18 clusters Score -2.943289e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18287 members 
Mstep: Class 3 contains 28224 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 131539 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11442 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432896.000000 Penalty: 34291.625000
Iteration 196Q: 18 clusters Score -2.94329e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18288 members 
Mstep: Class 3 contains 28145 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131598 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432964.000000 Penalty: 34291.625000
Iteration 197Q: 18 clusters Score -2.943296e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 18294 members 
Mstep: Class 3 contains 28053 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131676 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433050.000000 Penalty: 34291.625000
Iteration 198Q: 18 clusters Score -2.943305e+07 nChanged 175
Entering ConstructFrom: 
Score: -29433050.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Entering Unmasked Estep 
Score: -1200892.375000 Penalty: 1491.210571
	Iteration 0F: 2 clusters Score -1200892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1193859.750000 Penalty: 2982.421143
	Iteration 0F: 3 clusters Score -1193860 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1196045.875000 Penalty: 2982.421143
	Iteration 1F: 3 clusters Score -1196046 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1196329.125000 Penalty: 2982.421143
	Iteration 2F: 3 clusters Score -1196329 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1196611.125000 Penalty: 2982.421143
	Iteration 3F: 3 clusters Score -1196611 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1196931.375000 Penalty: 2982.421143
	Iteration 4F: 3 clusters Score -1196931 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1197329.125000 Penalty: 2982.421143
	Iteration 5F: 3 clusters Score -1197329 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1197790.750000 Penalty: 2982.421143
	Iteration 6F: 3 clusters Score -1197791 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1198249.500000 Penalty: 2982.421143
	Iteration 7F: 3 clusters Score -1198250 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1198686.125000 Penalty: 2982.421143
	Iteration 8F: 3 clusters Score -1198686 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1199006.000000 Penalty: 2982.421143
	Iteration 9Q: 3 clusters Score -1199006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1199194.000000 Penalty: 2982.421143
	Iteration 10Q: 3 clusters Score -1199194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1199315.000000 Penalty: 2982.421143
	Iteration 11Q: 3 clusters Score -1199315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1199386.875000 Penalty: 2982.421143
	Iteration 12Q: 3 clusters Score -1199387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1199448.750000 Penalty: 2982.421143
	Iteration 13Q: 3 clusters Score -1199449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1199482.250000 Penalty: 2982.421143
	Iteration 14Q: 3 clusters Score -1199482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1199508.750000 Penalty: 2982.421143
	Iteration 15Q: 3 clusters Score -1199509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1199523.000000 Penalty: 2982.421143
	Iteration 16Q: 3 clusters Score -1199523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1199528.875000 Penalty: 2982.421143
	Iteration 17Q: 3 clusters Score -1199529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1199541.000000 Penalty: 2982.421143
	Iteration 18Q: 3 clusters Score -1199541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1199551.125000 Penalty: 2982.421143
	Iteration 19Q: 3 clusters Score -1199551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1199555.875000 Penalty: 2982.421143
	Iteration 20F: 3 clusters Score -1199556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1199558.375000 Penalty: 2982.421143
	Iteration 21Q: 3 clusters Score -1199558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1199559.875000 Penalty: 2982.421143
	Iteration 22Q: 3 clusters Score -1199560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1199561.375000 Penalty: 2982.421143
	Iteration 23Q: 3 clusters Score -1199561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1199563.375000 Penalty: 2982.421143
	Iteration 24Q: 3 clusters Score -1199563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1199569.250000 Penalty: 2982.421143
	Iteration 25Q: 3 clusters Score -1199569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1199569.250000 Penalty: 2982.421143
	Iteration 26F: 3 clusters Score -1199569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Entering Unmasked Estep 
Score: -2183097.000000 Penalty: 1594.846191
	Iteration 0F: 2 clusters Score -2183097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2170563.500000 Penalty: 3189.692383
	Iteration 0F: 3 clusters Score -2170564 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2174987.000000 Penalty: 3189.692383
	Iteration 1F: 3 clusters Score -2174987 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2175271.750000 Penalty: 3189.692383
	Iteration 2Q: 3 clusters Score -2175272 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2175540.250000 Penalty: 3189.692383
	Iteration 3Q: 3 clusters Score -2175540 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2175800.750000 Penalty: 3189.692383
	Iteration 4Q: 3 clusters Score -2175801 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2176069.750000 Penalty: 3189.692383
	Iteration 5Q: 3 clusters Score -2176070 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2176434.000000 Penalty: 3189.692383
	Iteration 6Q: 3 clusters Score -2176434 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2176902.500000 Penalty: 3189.692383
	Iteration 7F: 3 clusters Score -2176902 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2177490.000000 Penalty: 3189.692383
	Iteration 8F: 3 clusters Score -2177490 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2178257.000000 Penalty: 3189.692383
	Iteration 9F: 3 clusters Score -2178257 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2179162.500000 Penalty: 3189.692383
	Iteration 10F: 3 clusters Score -2179162 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2180018.750000 Penalty: 3189.692383
	Iteration 11F: 3 clusters Score -2180019 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2180735.000000 Penalty: 3189.692383
	Iteration 12Q: 3 clusters Score -2180735 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2181219.250000 Penalty: 3189.692383
	Iteration 13Q: 3 clusters Score -2181219 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2181467.000000 Penalty: 3189.692383
	Iteration 14Q: 3 clusters Score -2181467 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2181572.000000 Penalty: 3189.692383
	Iteration 15Q: 3 clusters Score -2181572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2181625.000000 Penalty: 3189.692383
	Iteration 16Q: 3 clusters Score -2181625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2181657.000000 Penalty: 3189.692383
	Iteration 17Q: 3 clusters Score -2181657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2181667.250000 Penalty: 3189.692383
	Iteration 18Q: 3 clusters Score -2181667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2181675.000000 Penalty: 3189.692383
	Iteration 19Q: 3 clusters Score -2181675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2181678.000000 Penalty: 3189.692383
	Iteration 20F: 3 clusters Score -2181678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2181684.500000 Penalty: 3189.692383
	Iteration 21Q: 3 clusters Score -2181684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2181698.000000 Penalty: 3189.692383
	Iteration 22Q: 3 clusters Score -2181698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2181704.000000 Penalty: 3189.692383
	Iteration 23Q: 3 clusters Score -2181704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2181704.750000 Penalty: 3189.692383
	Iteration 24Q: 3 clusters Score -2181705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2181704.750000 Penalty: 3189.692383
	Iteration 25F: 3 clusters Score -2181705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Entering Unmasked Estep 
Score: -3500730.000000 Penalty: 1663.784424
	Iteration 0F: 2 clusters Score -3500730 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 14006 members 
Entering Unmasked Estep 
Score: -3482571.000000 Penalty: 3327.568848
	Iteration 0F: 3 clusters Score -3482571 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3489582.000000 Penalty: 3327.568848
	Iteration 1F: 3 clusters Score -3489582 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3489891.500000 Penalty: 3327.568848
	Iteration 2Q: 3 clusters Score -3489892 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3490145.500000 Penalty: 3327.568848
	Iteration 3Q: 3 clusters Score -3490146 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3490404.000000 Penalty: 3327.568848
	Iteration 4Q: 3 clusters Score -3490404 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3490639.500000 Penalty: 3327.568848
	Iteration 5Q: 3 clusters Score -3490640 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3490911.250000 Penalty: 3327.568848
	Iteration 6Q: 3 clusters Score -3490911 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3491158.000000 Penalty: 3327.568848
	Iteration 7Q: 3 clusters Score -3491158 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3491498.000000 Penalty: 3327.568848
	Iteration 8Q: 3 clusters Score -3491498 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3491940.750000 Penalty: 3327.568848
	Iteration 9Q: 3 clusters Score -3491941 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3492543.750000 Penalty: 3327.568848
	Iteration 10Q: 3 clusters Score -3492544 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3493418.750000 Penalty: 3327.568848
	Iteration 11Q: 3 clusters Score -3493419 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3494353.750000 Penalty: 3327.568848
	Iteration 12Q: 3 clusters Score -3494354 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3495180.750000 Penalty: 3327.568848
	Iteration 13Q: 3 clusters Score -3495181 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3495793.000000 Penalty: 3327.568848
	Iteration 14Q: 3 clusters Score -3495793 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3496137.500000 Penalty: 3327.568848
	Iteration 15Q: 3 clusters Score -3496138 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3496370.750000 Penalty: 3327.568848
	Iteration 16Q: 3 clusters Score -3496371 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3496595.750000 Penalty: 3327.568848
	Iteration 17Q: 3 clusters Score -3496596 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3496772.750000 Penalty: 3327.568848
	Iteration 18Q: 3 clusters Score -3496773 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3496970.250000 Penalty: 3327.568848
	Iteration 19Q: 3 clusters Score -3496970 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3497168.750000 Penalty: 3327.568848
	Iteration 20F: 3 clusters Score -3497169 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3497361.500000 Penalty: 3327.568848
	Iteration 21Q: 3 clusters Score -3497362 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3497581.750000 Penalty: 3327.568848
	Iteration 22Q: 3 clusters Score -3497582 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3497777.000000 Penalty: 3327.568848
	Iteration 23Q: 3 clusters Score -3497777 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3497950.500000 Penalty: 3327.568848
	Iteration 24Q: 3 clusters Score -3497950 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3498152.500000 Penalty: 3327.568848
	Iteration 25Q: 3 clusters Score -3498152 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3498288.500000 Penalty: 3327.568848
	Iteration 26Q: 3 clusters Score -3498288 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3498437.750000 Penalty: 3327.568848
	Iteration 27Q: 3 clusters Score -3498438 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3498556.000000 Penalty: 3327.568848
	Iteration 28Q: 3 clusters Score -3498556 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3498661.250000 Penalty: 3327.568848
	Iteration 29Q: 3 clusters Score -3498661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3498738.750000 Penalty: 3327.568848
	Iteration 30Q: 3 clusters Score -3498739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3498812.000000 Penalty: 3327.568848
	Iteration 31Q: 3 clusters Score -3498812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3498887.000000 Penalty: 3327.568848
	Iteration 32Q: 3 clusters Score -3498887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3498937.000000 Penalty: 3327.568848
	Iteration 33Q: 3 clusters Score -3498937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3498982.250000 Penalty: 3327.568848
	Iteration 34Q: 3 clusters Score -3498982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3499022.250000 Penalty: 3327.568848
	Iteration 35Q: 3 clusters Score -3499022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3499053.750000 Penalty: 3327.568848
	Iteration 36Q: 3 clusters Score -3499054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3499079.750000 Penalty: 3327.568848
	Iteration 37Q: 3 clusters Score -3499080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3499105.250000 Penalty: 3327.568848
	Iteration 38Q: 3 clusters Score -3499105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3499115.000000 Penalty: 3327.568848
	Iteration 39Q: 3 clusters Score -3499115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3499127.750000 Penalty: 3327.568848
	Iteration 40F: 3 clusters Score -3499128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3499149.250000 Penalty: 3327.568848
	Iteration 41Q: 3 clusters Score -3499149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3499164.750000 Penalty: 3327.568848
	Iteration 42Q: 3 clusters Score -3499165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3499173.250000 Penalty: 3327.568848
	Iteration 43Q: 3 clusters Score -3499173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3499183.500000 Penalty: 3327.568848
	Iteration 44Q: 3 clusters Score -3499184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3499193.500000 Penalty: 3327.568848
	Iteration 45Q: 3 clusters Score -3499194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3499199.500000 Penalty: 3327.568848
	Iteration 46Q: 3 clusters Score -3499200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3499203.000000 Penalty: 3327.568848
	Iteration 47Q: 3 clusters Score -3499203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3499205.250000 Penalty: 3327.568848
	Iteration 48Q: 3 clusters Score -3499205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3499208.750000 Penalty: 3327.568848
	Iteration 49Q: 3 clusters Score -3499209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3499211.750000 Penalty: 3327.568848
	Iteration 50Q: 3 clusters Score -3499212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3499218.500000 Penalty: 3327.568848
	Iteration 51Q: 3 clusters Score -3499218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3499218.500000 Penalty: 3327.568848
	Iteration 52Q: 3 clusters Score -3499218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3499225.000000 Penalty: 3327.568848
	Iteration 53Q: 3 clusters Score -3499225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3499227.500000 Penalty: 3327.568848
	Iteration 54Q: 3 clusters Score -3499228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3499237.500000 Penalty: 3327.568848
	Iteration 55Q: 3 clusters Score -3499238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3499245.500000 Penalty: 3327.568848
	Iteration 56Q: 3 clusters Score -3499246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3499251.500000 Penalty: 3327.568848
	Iteration 57Q: 3 clusters Score -3499252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3499259.750000 Penalty: 3327.568848
	Iteration 58Q: 3 clusters Score -3499260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3499262.250000 Penalty: 3327.568848
	Iteration 59Q: 3 clusters Score -3499262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3499265.000000 Penalty: 3327.568848
	Iteration 60F: 3 clusters Score -3499265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3499269.750000 Penalty: 3327.568848
	Iteration 61Q: 3 clusters Score -3499270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3499272.250000 Penalty: 3327.568848
	Iteration 62Q: 3 clusters Score -3499272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3499273.250000 Penalty: 3327.568848
	Iteration 63Q: 3 clusters Score -3499273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3499276.000000 Penalty: 3327.568848
	Iteration 64Q: 3 clusters Score -3499276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3499279.500000 Penalty: 3327.568848
	Iteration 65Q: 3 clusters Score -3499280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3499281.250000 Penalty: 3327.568848
	Iteration 66Q: 3 clusters Score -3499281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3499281.250000 Penalty: 3327.568848
	Iteration 67F: 3 clusters Score -3499281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -2317342.250000 Penalty: 1602.352661
	Iteration 0F: 2 clusters Score -2317342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2304308.000000 Penalty: 3204.705322
	Iteration 0F: 3 clusters Score -2304308 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2309119.000000 Penalty: 3204.705322
	Iteration 1F: 3 clusters Score -2309119 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2309815.000000 Penalty: 3204.705322
	Iteration 2F: 3 clusters Score -2309815 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2310644.000000 Penalty: 3204.705322
	Iteration 3F: 3 clusters Score -2310644 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2311581.000000 Penalty: 3204.705322
	Iteration 4F: 3 clusters Score -2311581 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2312613.750000 Penalty: 3204.705322
	Iteration 5F: 3 clusters Score -2312614 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2313667.750000 Penalty: 3204.705322
	Iteration 6F: 3 clusters Score -2313668 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2314652.000000 Penalty: 3204.705322
	Iteration 7F: 3 clusters Score -2314652 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2315521.250000 Penalty: 3204.705322
	Iteration 8Q: 3 clusters Score -2315521 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2316122.500000 Penalty: 3204.705322
	Iteration 9Q: 3 clusters Score -2316122 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2316443.750000 Penalty: 3204.705322
	Iteration 10Q: 3 clusters Score -2316444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2316617.750000 Penalty: 3204.705322
	Iteration 11Q: 3 clusters Score -2316618 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2316740.250000 Penalty: 3204.705322
	Iteration 12Q: 3 clusters Score -2316740 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2316811.500000 Penalty: 3204.705322
	Iteration 13Q: 3 clusters Score -2316812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2316876.250000 Penalty: 3204.705322
	Iteration 14Q: 3 clusters Score -2316876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2316940.250000 Penalty: 3204.705322
	Iteration 15Q: 3 clusters Score -2316940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2317007.750000 Penalty: 3204.705322
	Iteration 16Q: 3 clusters Score -2317008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2317047.750000 Penalty: 3204.705322
	Iteration 17Q: 3 clusters Score -2317048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2317095.500000 Penalty: 3204.705322
	Iteration 18Q: 3 clusters Score -2317096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2317145.250000 Penalty: 3204.705322
	Iteration 19Q: 3 clusters Score -2317145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2317209.000000 Penalty: 3204.705322
	Iteration 20F: 3 clusters Score -2317209 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2317282.500000 Penalty: 3204.705322
	Iteration 21Q: 3 clusters Score -2317282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2317340.250000 Penalty: 3204.705322
	Iteration 22Q: 3 clusters Score -2317340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2317385.000000 Penalty: 3204.705322
	Iteration 23Q: 3 clusters Score -2317385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2317405.750000 Penalty: 3204.705322
	Iteration 24Q: 3 clusters Score -2317406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2317425.750000 Penalty: 3204.705322
	Iteration 25Q: 3 clusters Score -2317426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2317445.750000 Penalty: 3204.705322
	Iteration 26Q: 3 clusters Score -2317446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2317459.000000 Penalty: 3204.705322
	Iteration 27Q: 3 clusters Score -2317459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2317462.750000 Penalty: 3204.705322
	Iteration 28Q: 3 clusters Score -2317463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2317472.250000 Penalty: 3204.705322
	Iteration 29Q: 3 clusters Score -2317472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2317480.250000 Penalty: 3204.705322
	Iteration 30Q: 3 clusters Score -2317480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2317490.500000 Penalty: 3204.705322
	Iteration 31Q: 3 clusters Score -2317490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2317493.500000 Penalty: 3204.705322
	Iteration 32Q: 3 clusters Score -2317494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2317500.500000 Penalty: 3204.705322
	Iteration 33Q: 3 clusters Score -2317500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2317502.750000 Penalty: 3204.705322
	Iteration 34Q: 3 clusters Score -2317503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2317510.000000 Penalty: 3204.705322
	Iteration 35Q: 3 clusters Score -2317510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2317507.750000 Penalty: 3204.705322
	Iteration 36Q: 3 clusters Score -2317508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2317510.750000 Penalty: 3204.705322
	Iteration 37Q: 3 clusters Score -2317511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2317509.000000 Penalty: 3204.705322
	Iteration 38Q: 3 clusters Score -2317509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2317513.250000 Penalty: 3204.705322
	Iteration 39Q: 3 clusters Score -2317513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2317512.250000 Penalty: 3204.705322
	Iteration 40F: 3 clusters Score -2317512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2317510.500000 Penalty: 3204.705322
	Iteration 41Q: 3 clusters Score -2317510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2317509.750000 Penalty: 3204.705322
	Iteration 42Q: 3 clusters Score -2317510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2317510.250000 Penalty: 3204.705322
	Iteration 43Q: 3 clusters Score -2317510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2317508.250000 Penalty: 3204.705322
	Iteration 44Q: 3 clusters Score -2317508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2317509.000000 Penalty: 3204.705322
	Iteration 45Q: 3 clusters Score -2317509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2317509.000000 Penalty: 3204.705322
	Iteration 46Q: 3 clusters Score -2317509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2317510.000000 Penalty: 3204.705322
	Iteration 47Q: 3 clusters Score -2317510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2317510.750000 Penalty: 3204.705322
	Iteration 48Q: 3 clusters Score -2317511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2317510.750000 Penalty: 3204.705322
	Iteration 49F: 3 clusters Score -2317511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 16718 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131752 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4383 members 
Entering Unmasked Estep 
Score: -29432738.000000 Penalty: 36308.777344
Splitting cluster 4 changes total score from -29433050.000000 to -29432738.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -488455.968750 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -488456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -485177.625000 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -485177.6 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486060.093750 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -486060.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -486180.000000 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -486180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -486256.031250 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -486256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -486302.000000 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -486302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -486352.562500 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -486352.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -486393.281250 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -486393.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -486428.312500 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -486428.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -486466.750000 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -486466.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -486500.375000 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -486500.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -486535.343750 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -486535.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -486573.812500 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -486573.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -486617.250000 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -486617.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -486656.531250 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -486656.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -486694.875000 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -486694.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -486729.062500 Penalty: 2688.585449
	Iteration 15Q: 3 clusters Score -486729.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -486761.156250 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -486761.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -486799.562500 Penalty: 2688.585449
	Iteration 17Q: 3 clusters Score -486799.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -486835.781250 Penalty: 2688.585449
	Iteration 18Q: 3 clusters Score -486835.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -486883.031250 Penalty: 2688.585449
	Iteration 19Q: 3 clusters Score -486883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -486937.343750 Penalty: 2688.585449
	Iteration 20F: 3 clusters Score -486937.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -486993.312500 Penalty: 2688.585449
	Iteration 21Q: 3 clusters Score -486993.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -487033.937500 Penalty: 2688.585449
	Iteration 22Q: 3 clusters Score -487033.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -487078.375000 Penalty: 2688.585449
	Iteration 23Q: 3 clusters Score -487078.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -487114.000000 Penalty: 2688.585449
	Iteration 24Q: 3 clusters Score -487114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -487151.656250 Penalty: 2688.585449
	Iteration 25Q: 3 clusters Score -487151.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -487178.718750 Penalty: 2688.585449
	Iteration 26Q: 3 clusters Score -487178.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -487200.000000 Penalty: 2688.585449
	Iteration 27Q: 3 clusters Score -487200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -487213.875000 Penalty: 2688.585449
	Iteration 28Q: 3 clusters Score -487213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -487221.906250 Penalty: 2688.585449
	Iteration 29Q: 3 clusters Score -487221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -487231.656250 Penalty: 2688.585449
	Iteration 30Q: 3 clusters Score -487231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -487242.906250 Penalty: 2688.585449
	Iteration 31Q: 3 clusters Score -487242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -487250.343750 Penalty: 2688.585449
	Iteration 32Q: 3 clusters Score -487250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -487252.812500 Penalty: 2688.585449
	Iteration 33Q: 3 clusters Score -487252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -487255.375000 Penalty: 2688.585449
	Iteration 34Q: 3 clusters Score -487255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -487260.281250 Penalty: 2688.585449
	Iteration 35Q: 3 clusters Score -487260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -487262.687500 Penalty: 2688.585449
	Iteration 36Q: 3 clusters Score -487262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -487264.312500 Penalty: 2688.585449
	Iteration 37Q: 3 clusters Score -487264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -487264.593750 Penalty: 2688.585449
	Iteration 38Q: 3 clusters Score -487264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -487266.500000 Penalty: 2688.585449
	Iteration 39Q: 3 clusters Score -487266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -487272.125000 Penalty: 2688.585449
	Iteration 40F: 3 clusters Score -487272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -487278.875000 Penalty: 2688.585449
	Iteration 41Q: 3 clusters Score -487278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -487284.937500 Penalty: 2688.585449
	Iteration 42Q: 3 clusters Score -487284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -487287.156250 Penalty: 2688.585449
	Iteration 43Q: 3 clusters Score -487287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -487290.343750 Penalty: 2688.585449
	Iteration 44Q: 3 clusters Score -487290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -487292.500000 Penalty: 2688.585449
	Iteration 45Q: 3 clusters Score -487292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -487293.125000 Penalty: 2688.585449
	Iteration 46Q: 3 clusters Score -487293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -487293.125000 Penalty: 2688.585449
	Iteration 47F: 3 clusters Score -487293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15516.283203 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15516.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15533.556641 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15533.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15536.428711 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15536.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15536.428711 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15536.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -440938.968750 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -440939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -437852.468750 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -437852.5 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -438628.156250 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -438628.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -438772.875000 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -438772.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -438868.500000 Penalty: 2665.182861
	Iteration 3Q: 3 clusters Score -438868.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -438953.812500 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -438953.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -439017.500000 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -439017.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -439088.343750 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -439088.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -439163.281250 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -439163.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -439248.375000 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -439248.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -439314.625000 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -439314.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -439374.031250 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -439374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -439430.500000 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -439430.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -439470.968750 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -439471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -439504.250000 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -439504.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -439536.406250 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -439536.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -439562.500000 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -439562.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -439586.687500 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -439586.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -439613.906250 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -439613.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -439629.562500 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -439629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -439638.093750 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -439638.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -439646.281250 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -439646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -439651.875000 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -439651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -439658.656250 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -439658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -439665.468750 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -439665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -439669.437500 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -439669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -439672.500000 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -439672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -439674.750000 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -439674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -439679.687500 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -439679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -439683.218750 Penalty: 2665.182861
	Iteration 28Q: 3 clusters Score -439683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -439684.437500 Penalty: 2665.182861
	Iteration 29Q: 3 clusters Score -439684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -439687.562500 Penalty: 2665.182861
	Iteration 30Q: 3 clusters Score -439687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -439690.500000 Penalty: 2665.182861
	Iteration 31Q: 3 clusters Score -439690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -439694.343750 Penalty: 2665.182861
	Iteration 32Q: 3 clusters Score -439694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -439696.500000 Penalty: 2665.182861
	Iteration 33Q: 3 clusters Score -439696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -439698.031250 Penalty: 2665.182861
	Iteration 34Q: 3 clusters Score -439698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -439699.781250 Penalty: 2665.182861
	Iteration 35Q: 3 clusters Score -439699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -439701.687500 Penalty: 2665.182861
	Iteration 36Q: 3 clusters Score -439701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -439702.125000 Penalty: 2665.182861
	Iteration 37Q: 3 clusters Score -439702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -439705.187500 Penalty: 2665.182861
	Iteration 38Q: 3 clusters Score -439705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -439708.781250 Penalty: 2665.182861
	Iteration 39Q: 3 clusters Score -439708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -439712.000000 Penalty: 2665.182861
	Iteration 40F: 3 clusters Score -439712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -439715.781250 Penalty: 2665.182861
	Iteration 41Q: 3 clusters Score -439715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -439718.500000 Penalty: 2665.182861
	Iteration 42Q: 3 clusters Score -439718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -439719.656250 Penalty: 2665.182861
	Iteration 43Q: 3 clusters Score -439719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -439720.750000 Penalty: 2665.182861
	Iteration 44Q: 3 clusters Score -439720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -439720.968750 Penalty: 2665.182861
	Iteration 45Q: 3 clusters Score -439721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -439721.906250 Penalty: 2665.182861
	Iteration 46Q: 3 clusters Score -439721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -439722.687500 Penalty: 2665.182861
	Iteration 47Q: 3 clusters Score -439722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -439722.375000 Penalty: 2665.182861
	Iteration 48Q: 3 clusters Score -439722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -439722.375000 Penalty: 2665.182861
	Iteration 49F: 3 clusters Score -439722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -715070.125000 Penalty: 1407.009277
	Iteration 0F: 2 clusters Score -715070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -710513.375000 Penalty: 2814.018555
	Iteration 0F: 3 clusters Score -710513.4 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -711840.312500 Penalty: 2814.018555
	Iteration 1F: 3 clusters Score -711840.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -712040.187500 Penalty: 2814.018555
	Iteration 2F: 3 clusters Score -712040.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -712202.250000 Penalty: 2814.018555
	Iteration 3F: 3 clusters Score -712202.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -712365.437500 Penalty: 2814.018555
	Iteration 4Q: 3 clusters Score -712365.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -712505.125000 Penalty: 2814.018555
	Iteration 5Q: 3 clusters Score -712505.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -712655.187500 Penalty: 2814.018555
	Iteration 6Q: 3 clusters Score -712655.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -712811.125000 Penalty: 2814.018555
	Iteration 7Q: 3 clusters Score -712811.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -712950.125000 Penalty: 2814.018555
	Iteration 8Q: 3 clusters Score -712950.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -713096.187500 Penalty: 2814.018555
	Iteration 9Q: 3 clusters Score -713096.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -713241.312500 Penalty: 2814.018555
	Iteration 10Q: 3 clusters Score -713241.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -713379.312500 Penalty: 2814.018555
	Iteration 11Q: 3 clusters Score -713379.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -713494.875000 Penalty: 2814.018555
	Iteration 12Q: 3 clusters Score -713494.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -713590.625000 Penalty: 2814.018555
	Iteration 13Q: 3 clusters Score -713590.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -713649.750000 Penalty: 2814.018555
	Iteration 14Q: 3 clusters Score -713649.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -713692.375000 Penalty: 2814.018555
	Iteration 15Q: 3 clusters Score -713692.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -713728.875000 Penalty: 2814.018555
	Iteration 16Q: 3 clusters Score -713728.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -713752.062500 Penalty: 2814.018555
	Iteration 17Q: 3 clusters Score -713752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -713768.437500 Penalty: 2814.018555
	Iteration 18Q: 3 clusters Score -713768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -713779.750000 Penalty: 2814.018555
	Iteration 19Q: 3 clusters Score -713779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -713789.187500 Penalty: 2814.018555
	Iteration 20F: 3 clusters Score -713789.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -713800.062500 Penalty: 2814.018555
	Iteration 21Q: 3 clusters Score -713800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -713816.000000 Penalty: 2814.018555
	Iteration 22Q: 3 clusters Score -713816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -713823.562500 Penalty: 2814.018555
	Iteration 23Q: 3 clusters Score -713823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -713829.437500 Penalty: 2814.018555
	Iteration 24Q: 3 clusters Score -713829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -713833.937500 Penalty: 2814.018555
	Iteration 25Q: 3 clusters Score -713833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -713836.062500 Penalty: 2814.018555
	Iteration 26Q: 3 clusters Score -713836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -713839.375000 Penalty: 2814.018555
	Iteration 27Q: 3 clusters Score -713839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -713841.187500 Penalty: 2814.018555
	Iteration 28Q: 3 clusters Score -713841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -713842.312500 Penalty: 2814.018555
	Iteration 29Q: 3 clusters Score -713842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -713845.312500 Penalty: 2814.018555
	Iteration 30Q: 3 clusters Score -713845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -713846.125000 Penalty: 2814.018555
	Iteration 31Q: 3 clusters Score -713846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -713848.500000 Penalty: 2814.018555
	Iteration 32Q: 3 clusters Score -713848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -713849.562500 Penalty: 2814.018555
	Iteration 33Q: 3 clusters Score -713849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -713849.562500 Penalty: 2814.018555
	Iteration 34F: 3 clusters Score -713849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -677244.375000 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -677244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -672767.625000 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -672767.6 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -674004.750000 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -674004.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -674169.875000 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -674169.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -674279.062500 Penalty: 2813.679932
	Iteration 3Q: 3 clusters Score -674279.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -674368.250000 Penalty: 2813.679932
	Iteration 4Q: 3 clusters Score -674368.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -674445.500000 Penalty: 2813.679932
	Iteration 5Q: 3 clusters Score -674445.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -674524.437500 Penalty: 2813.679932
	Iteration 6Q: 3 clusters Score -674524.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -674602.875000 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -674602.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -674675.750000 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -674675.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -674744.812500 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -674744.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -674825.062500 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -674825.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -674932.687500 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -674932.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -675071.125000 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -675071.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -675224.312500 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -675224.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -675360.000000 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -675360 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -675479.750000 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -675479.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -675590.250000 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -675590.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -675680.312500 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -675680.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -675742.187500 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -675742.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -675794.875000 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -675794.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -675834.562500 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -675834.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -675875.000000 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -675875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -675910.250000 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -675910.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -675936.437500 Penalty: 2813.679932
	Iteration 23Q: 3 clusters Score -675936.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -675958.187500 Penalty: 2813.679932
	Iteration 24Q: 3 clusters Score -675958.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -675976.812500 Penalty: 2813.679932
	Iteration 25Q: 3 clusters Score -675976.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -675993.750000 Penalty: 2813.679932
	Iteration 26Q: 3 clusters Score -675993.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -676008.500000 Penalty: 2813.679932
	Iteration 27Q: 3 clusters Score -676008.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -676021.625000 Penalty: 2813.679932
	Iteration 28Q: 3 clusters Score -676021.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -676033.125000 Penalty: 2813.679932
	Iteration 29Q: 3 clusters Score -676033.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -676046.812500 Penalty: 2813.679932
	Iteration 30Q: 3 clusters Score -676046.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -676062.312500 Penalty: 2813.679932
	Iteration 31Q: 3 clusters Score -676062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -676079.312500 Penalty: 2813.679932
	Iteration 32Q: 3 clusters Score -676079.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -676096.375000 Penalty: 2813.679932
	Iteration 33Q: 3 clusters Score -676096.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -676117.187500 Penalty: 2813.679932
	Iteration 34Q: 3 clusters Score -676117.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -676137.750000 Penalty: 2813.679932
	Iteration 35Q: 3 clusters Score -676137.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -676167.937500 Penalty: 2813.679932
	Iteration 36Q: 3 clusters Score -676167.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -676213.312500 Penalty: 2813.679932
	Iteration 37Q: 3 clusters Score -676213.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -676270.375000 Penalty: 2813.679932
	Iteration 38Q: 3 clusters Score -676270.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -676343.062500 Penalty: 2813.679932
	Iteration 39Q: 3 clusters Score -676343.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -676432.937500 Penalty: 2813.679932
	Iteration 40F: 3 clusters Score -676432.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -676499.875000 Penalty: 2813.679932
	Iteration 41Q: 3 clusters Score -676499.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -676545.250000 Penalty: 2813.679932
	Iteration 42Q: 3 clusters Score -676545.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -676574.437500 Penalty: 2813.679932
	Iteration 43Q: 3 clusters Score -676574.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -676593.625000 Penalty: 2813.679932
	Iteration 44Q: 3 clusters Score -676593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -676603.125000 Penalty: 2813.679932
	Iteration 45Q: 3 clusters Score -676603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -676607.250000 Penalty: 2813.679932
	Iteration 46Q: 3 clusters Score -676607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -676611.125000 Penalty: 2813.679932
	Iteration 47Q: 3 clusters Score -676611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -676611.812500 Penalty: 2813.679932
	Iteration 48Q: 3 clusters Score -676611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -676611.812500 Penalty: 2813.679932
	Iteration 49F: 3 clusters Score -676611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -167659.015625 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -167659 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 773 members 
Entering Unmasked Estep 
Score: -165900.265625 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -165900.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166313.640625 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -166313.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166439.625000 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -166439.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166508.906250 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -166508.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166550.593750 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -166550.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166573.359375 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -166573.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166583.984375 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -166584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166592.265625 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -166592.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166598.531250 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -166598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166601.328125 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -166601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166602.062500 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -166602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166602.984375 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -166603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166606.890625 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -166606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166613.359375 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -166613.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166617.312500 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -166617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166619.750000 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -166619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166623.296875 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -166623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166624.437500 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -166624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166624.437500 Penalty: 2368.457031
	Iteration 18F: 3 clusters Score -166624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -193323.515625 Penalty: 1199.088867
	Iteration 0F: 2 clusters Score -193323.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -191453.015625 Penalty: 2398.177734
	Iteration 0F: 3 clusters Score -191453 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191750.593750 Penalty: 2398.177734
	Iteration 1F: 3 clusters Score -191750.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -191846.937500 Penalty: 2398.177734
	Iteration 2F: 3 clusters Score -191846.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -191903.656250 Penalty: 2398.177734
	Iteration 3Q: 3 clusters Score -191903.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191937.078125 Penalty: 2398.177734
	Iteration 4Q: 3 clusters Score -191937.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191961.125000 Penalty: 2398.177734
	Iteration 5Q: 3 clusters Score -191961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191976.375000 Penalty: 2398.177734
	Iteration 6Q: 3 clusters Score -191976.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191988.312500 Penalty: 2398.177734
	Iteration 7Q: 3 clusters Score -191988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -191996.703125 Penalty: 2398.177734
	Iteration 8Q: 3 clusters Score -191996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -192004.546875 Penalty: 2398.177734
	Iteration 9Q: 3 clusters Score -192004.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192013.984375 Penalty: 2398.177734
	Iteration 10Q: 3 clusters Score -192014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192022.078125 Penalty: 2398.177734
	Iteration 11Q: 3 clusters Score -192022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -192028.953125 Penalty: 2398.177734
	Iteration 12Q: 3 clusters Score -192029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -192036.328125 Penalty: 2398.177734
	Iteration 13Q: 3 clusters Score -192036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192044.046875 Penalty: 2398.177734
	Iteration 14Q: 3 clusters Score -192044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192050.265625 Penalty: 2398.177734
	Iteration 15Q: 3 clusters Score -192050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -192052.328125 Penalty: 2398.177734
	Iteration 16Q: 3 clusters Score -192052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192055.703125 Penalty: 2398.177734
	Iteration 17Q: 3 clusters Score -192055.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192062.781250 Penalty: 2398.177734
	Iteration 18Q: 3 clusters Score -192062.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192067.859375 Penalty: 2398.177734
	Iteration 19Q: 3 clusters Score -192067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -192071.859375 Penalty: 2398.177734
	Iteration 20F: 3 clusters Score -192071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -192075.031250 Penalty: 2398.177734
	Iteration 21Q: 3 clusters Score -192075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192079.796875 Penalty: 2398.177734
	Iteration 22Q: 3 clusters Score -192079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -192084.328125 Penalty: 2398.177734
	Iteration 23Q: 3 clusters Score -192084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192086.375000 Penalty: 2398.177734
	Iteration 24Q: 3 clusters Score -192086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192088.046875 Penalty: 2398.177734
	Iteration 25Q: 3 clusters Score -192088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -192088.953125 Penalty: 2398.177734
	Iteration 26Q: 3 clusters Score -192089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -192089.921875 Penalty: 2398.177734
	Iteration 27Q: 3 clusters Score -192089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192090.593750 Penalty: 2398.177734
	Iteration 28Q: 3 clusters Score -192090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -192091.203125 Penalty: 2398.177734
	Iteration 29Q: 3 clusters Score -192091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -192091.234375 Penalty: 2398.177734
	Iteration 30Q: 3 clusters Score -192091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -192091.234375 Penalty: 2398.177734
	Iteration 31F: 3 clusters Score -192091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (131752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Entering Unmasked Estep 
Score: -15925479.000000 Penalty: 1915.659912
	Iteration 0F: 2 clusters Score -1.592548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -15842203.000000 Penalty: 3831.319824
	Iteration 0F: 3 clusters Score -1.58422e+07 nChanged 63341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -15879399.000000 Penalty: 3831.319824
	Iteration 1F: 3 clusters Score -1.58794e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -15880443.000000 Penalty: 3831.319824
	Iteration 2Q: 3 clusters Score -1.588044e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -15881940.000000 Penalty: 3831.319824
	Iteration 3Q: 3 clusters Score -1.588194e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -15884506.000000 Penalty: 3831.319824
	Iteration 4Q: 3 clusters Score -1.588451e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -15888824.000000 Penalty: 3831.319824
	Iteration 5F: 3 clusters Score -1.588882e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -15895696.000000 Penalty: 3831.319824
	Iteration 6F: 3 clusters Score -1.58957e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -15904836.000000 Penalty: 3831.319824
	Iteration 7F: 3 clusters Score -1.590484e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -15913493.000000 Penalty: 3831.319824
	Iteration 8F: 3 clusters Score -1.591349e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122262 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -15918944.000000 Penalty: 3831.319824
	Iteration 9Q: 3 clusters Score -1.591894e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -15921763.000000 Penalty: 3831.319824
	Iteration 10Q: 3 clusters Score -1.592176e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -15923167.000000 Penalty: 3831.319824
	Iteration 11Q: 3 clusters Score -1.592317e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -15923839.000000 Penalty: 3831.319824
	Iteration 12Q: 3 clusters Score -1.592384e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128639 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -15924213.000000 Penalty: 3831.319824
	Iteration 13Q: 3 clusters Score -1.592421e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -15924463.000000 Penalty: 3831.319824
	Iteration 14Q: 3 clusters Score -1.592446e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15924641.000000 Penalty: 3831.319824
	Iteration 15Q: 3 clusters Score -1.592464e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -15924740.000000 Penalty: 3831.319824
	Iteration 16Q: 3 clusters Score -1.592474e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15924834.000000 Penalty: 3831.319824
	Iteration 17Q: 3 clusters Score -1.592483e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129483 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15924864.000000 Penalty: 3831.319824
	Iteration 18Q: 3 clusters Score -1.592486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -15924912.000000 Penalty: 3831.319824
	Iteration 19Q: 3 clusters Score -1.592491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -15924927.000000 Penalty: 3831.319824
	Iteration 20F: 3 clusters Score -1.592493e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15924927.000000 Penalty: 3831.319824
	Iteration 21Q: 3 clusters Score -1.592493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129610 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -15924941.000000 Penalty: 3831.319824
	Iteration 22Q: 3 clusters Score -1.592494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15924925.000000 Penalty: 3831.319824
	Iteration 23Q: 3 clusters Score -1.592492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15924918.000000 Penalty: 3831.319824
	Iteration 24Q: 3 clusters Score -1.592492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -15924939.000000 Penalty: 3831.319824
	Iteration 25Q: 3 clusters Score -1.592494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15924926.000000 Penalty: 3831.319824
	Iteration 26Q: 3 clusters Score -1.592493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15924923.000000 Penalty: 3831.319824
	Iteration 27Q: 3 clusters Score -1.592492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -15924929.000000 Penalty: 3831.319824
	Iteration 28Q: 3 clusters Score -1.592493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129659 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -15924935.000000 Penalty: 3831.319824
	Iteration 29Q: 3 clusters Score -1.592494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15924935.000000 Penalty: 3831.319824
	Iteration 30Q: 3 clusters Score -1.592494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15924937.000000 Penalty: 3831.319824
	Iteration 31Q: 3 clusters Score -1.592494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15924933.000000 Penalty: 3831.319824
	Iteration 32Q: 3 clusters Score -1.592493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15924931.000000 Penalty: 3831.319824
	Iteration 33Q: 3 clusters Score -1.592493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15924931.000000 Penalty: 3831.319824
	Iteration 34Q: 3 clusters Score -1.592493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15924931.000000 Penalty: 3831.319824
	Iteration 35F: 3 clusters Score -1.592493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 165 members 
Entering Unmasked Estep 
Score: -42273.011719 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42273.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42452.609375 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42452.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43044.691406 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43044.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43307.656250 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43307.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -43455.664062 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43455.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -43499.535156 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43499.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -43515.453125 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43515.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -43515.453125 Penalty: 1866.476074
	Iteration 7F: 3 clusters Score -43515.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 62 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131752 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4383 members 
Entering Unmasked Estep 
Score: -29432274.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29433050.000000 to -29432274.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -47658.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -47658.98 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 233 members 
Entering Unmasked Estep 
Score: -46688.421875 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -46688.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46840.210938 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -46840.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46876.578125 Penalty: 1981.143066
	Iteration 2Q: 3 clusters Score -46876.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46902.222656 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -46902.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46916.679688 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -46916.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46922.671875 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -46922.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46929.644531 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -46929.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46932.644531 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -46932.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46933.796875 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -46933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46933.796875 Penalty: 1981.143066
	Iteration 9F: 3 clusters Score -46933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Entering Unmasked Estep 
Score: -1410543.125000 Penalty: 1518.598389
	Iteration 0F: 2 clusters Score -1410543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1402373.125000 Penalty: 3037.196777
	Iteration 0F: 3 clusters Score -1402373 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1405131.875000 Penalty: 3037.196777
	Iteration 1F: 3 clusters Score -1405132 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1405489.875000 Penalty: 3037.196777
	Iteration 2F: 3 clusters Score -1405490 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1405881.500000 Penalty: 3037.196777
	Iteration 3F: 3 clusters Score -1405882 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1406339.125000 Penalty: 3037.196777
	Iteration 4F: 3 clusters Score -1406339 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1406873.000000 Penalty: 3037.196777
	Iteration 5F: 3 clusters Score -1406873 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1407424.000000 Penalty: 3037.196777
	Iteration 6F: 3 clusters Score -1407424 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1407908.625000 Penalty: 3037.196777
	Iteration 7F: 3 clusters Score -1407909 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1408327.875000 Penalty: 3037.196777
	Iteration 8Q: 3 clusters Score -1408328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1408644.500000 Penalty: 3037.196777
	Iteration 9Q: 3 clusters Score -1408644 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1408859.375000 Penalty: 3037.196777
	Iteration 10Q: 3 clusters Score -1408859 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1409007.750000 Penalty: 3037.196777
	Iteration 11Q: 3 clusters Score -1409008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1409088.375000 Penalty: 3037.196777
	Iteration 12Q: 3 clusters Score -1409088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1409134.500000 Penalty: 3037.196777
	Iteration 13Q: 3 clusters Score -1409134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1409166.250000 Penalty: 3037.196777
	Iteration 14Q: 3 clusters Score -1409166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1409189.375000 Penalty: 3037.196777
	Iteration 15Q: 3 clusters Score -1409189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1409206.750000 Penalty: 3037.196777
	Iteration 16Q: 3 clusters Score -1409207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1409217.875000 Penalty: 3037.196777
	Iteration 17Q: 3 clusters Score -1409218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1409225.375000 Penalty: 3037.196777
	Iteration 18Q: 3 clusters Score -1409225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1409235.625000 Penalty: 3037.196777
	Iteration 19Q: 3 clusters Score -1409236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1409246.000000 Penalty: 3037.196777
	Iteration 20F: 3 clusters Score -1409246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1409250.250000 Penalty: 3037.196777
	Iteration 21Q: 3 clusters Score -1409250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1409257.875000 Penalty: 3037.196777
	Iteration 22Q: 3 clusters Score -1409258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1409260.750000 Penalty: 3037.196777
	Iteration 23Q: 3 clusters Score -1409261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1409266.750000 Penalty: 3037.196777
	Iteration 24Q: 3 clusters Score -1409267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1409271.500000 Penalty: 3037.196777
	Iteration 25Q: 3 clusters Score -1409272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1409270.875000 Penalty: 3037.196777
	Iteration 26Q: 3 clusters Score -1409271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1409274.250000 Penalty: 3037.196777
	Iteration 27Q: 3 clusters Score -1409274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1409276.875000 Penalty: 3037.196777
	Iteration 28Q: 3 clusters Score -1409277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1409276.875000 Penalty: 3037.196777
	Iteration 29F: 3 clusters Score -1409277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36037.402344 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36037.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36258.863281 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36258.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36321.710938 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36321.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36363.367188 Penalty: 1919.242554
	Iteration 3F: 3 clusters Score -36363.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36385.558594 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36385.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36396.769531 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36396.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36413.386719 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36413.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36426.707031 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -36426.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36446.140625 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -36446.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36467.085938 Penalty: 1919.242554
	Iteration 9Q: 3 clusters Score -36467.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36474.613281 Penalty: 1919.242554
	Iteration 10Q: 3 clusters Score -36474.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36479.246094 Penalty: 1919.242554
	Iteration 11Q: 3 clusters Score -36479.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36479.785156 Penalty: 1919.242554
	Iteration 12Q: 3 clusters Score -36479.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36480.625000 Penalty: 1919.242554
	Iteration 13Q: 3 clusters Score -36480.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36482.484375 Penalty: 1919.242554
	Iteration 14Q: 3 clusters Score -36482.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36482.484375 Penalty: 1919.242554
	Iteration 15F: 3 clusters Score -36482.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -501968.562500 Penalty: 1362.641846
	Iteration 0F: 2 clusters Score -501968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -498396.000000 Penalty: 2725.283691
	Iteration 0F: 3 clusters Score -498396 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -499393.468750 Penalty: 2725.283691
	Iteration 1F: 3 clusters Score -499393.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -499655.937500 Penalty: 2725.283691
	Iteration 2F: 3 clusters Score -499655.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -499826.531250 Penalty: 2725.283691
	Iteration 3F: 3 clusters Score -499826.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -499983.250000 Penalty: 2725.283691
	Iteration 4F: 3 clusters Score -499983.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -500108.562500 Penalty: 2725.283691
	Iteration 5Q: 3 clusters Score -500108.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -500212.500000 Penalty: 2725.283691
	Iteration 6Q: 3 clusters Score -500212.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -500297.343750 Penalty: 2725.283691
	Iteration 7Q: 3 clusters Score -500297.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -500364.625000 Penalty: 2725.283691
	Iteration 8Q: 3 clusters Score -500364.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -500413.937500 Penalty: 2725.283691
	Iteration 9Q: 3 clusters Score -500413.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -500452.093750 Penalty: 2725.283691
	Iteration 10Q: 3 clusters Score -500452.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -500492.781250 Penalty: 2725.283691
	Iteration 11Q: 3 clusters Score -500492.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -500521.906250 Penalty: 2725.283691
	Iteration 12Q: 3 clusters Score -500521.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -500549.781250 Penalty: 2725.283691
	Iteration 13Q: 3 clusters Score -500549.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -500572.062500 Penalty: 2725.283691
	Iteration 14Q: 3 clusters Score -500572.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -500590.531250 Penalty: 2725.283691
	Iteration 15Q: 3 clusters Score -500590.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -500600.687500 Penalty: 2725.283691
	Iteration 16Q: 3 clusters Score -500600.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -500609.500000 Penalty: 2725.283691
	Iteration 17Q: 3 clusters Score -500609.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -500620.906250 Penalty: 2725.283691
	Iteration 18Q: 3 clusters Score -500620.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -500628.718750 Penalty: 2725.283691
	Iteration 19Q: 3 clusters Score -500628.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -500634.875000 Penalty: 2725.283691
	Iteration 20F: 3 clusters Score -500634.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -500640.218750 Penalty: 2725.283691
	Iteration 21Q: 3 clusters Score -500640.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -500646.312500 Penalty: 2725.283691
	Iteration 22Q: 3 clusters Score -500646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -500652.750000 Penalty: 2725.283691
	Iteration 23Q: 3 clusters Score -500652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -500657.656250 Penalty: 2725.283691
	Iteration 24Q: 3 clusters Score -500657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -500661.531250 Penalty: 2725.283691
	Iteration 25Q: 3 clusters Score -500661.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -500663.843750 Penalty: 2725.283691
	Iteration 26Q: 3 clusters Score -500663.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -500667.968750 Penalty: 2725.283691
	Iteration 27Q: 3 clusters Score -500668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -500669.187500 Penalty: 2725.283691
	Iteration 28Q: 3 clusters Score -500669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -500670.781250 Penalty: 2725.283691
	Iteration 29Q: 3 clusters Score -500670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -500672.281250 Penalty: 2725.283691
	Iteration 30Q: 3 clusters Score -500672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -500672.093750 Penalty: 2725.283691
	Iteration 31Q: 3 clusters Score -500672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -500673.968750 Penalty: 2725.283691
	Iteration 32Q: 3 clusters Score -500674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -500674.500000 Penalty: 2725.283691
	Iteration 33Q: 3 clusters Score -500674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -500674.687500 Penalty: 2725.283691
	Iteration 34Q: 3 clusters Score -500674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500675.406250 Penalty: 2725.283691
	Iteration 35Q: 3 clusters Score -500675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500676.062500 Penalty: 2725.283691
	Iteration 36Q: 3 clusters Score -500676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500677.593750 Penalty: 2725.283691
	Iteration 37Q: 3 clusters Score -500677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500677.218750 Penalty: 2725.283691
	Iteration 38Q: 3 clusters Score -500677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500677.656250 Penalty: 2725.283691
	Iteration 39Q: 3 clusters Score -500677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -500678.156250 Penalty: 2725.283691
	Iteration 40F: 3 clusters Score -500678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -500678.062500 Penalty: 2725.283691
	Iteration 41Q: 3 clusters Score -500678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -500679.406250 Penalty: 2725.283691
	Iteration 42Q: 3 clusters Score -500679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -500680.187500 Penalty: 2725.283691
	Iteration 43Q: 3 clusters Score -500680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -500680.093750 Penalty: 2725.283691
	Iteration 44Q: 3 clusters Score -500680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -500681.375000 Penalty: 2725.283691
	Iteration 45Q: 3 clusters Score -500681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -500681.781250 Penalty: 2725.283691
	Iteration 46Q: 3 clusters Score -500681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -500682.031250 Penalty: 2725.283691
	Iteration 47Q: 3 clusters Score -500682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -500681.937500 Penalty: 2725.283691
	Iteration 48Q: 3 clusters Score -500681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -500681.937500 Penalty: 2725.283691
	Iteration 49F: 3 clusters Score -500681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 27964 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 5753 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131752 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433016.000000 Penalty: 34291.625000
Iteration 199Q: 18 clusters Score -2.943302e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 27873 members 
Mstep: Class 4 contains 19181 members 
Mstep: Class 5 contains 3921 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 131815 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11445 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433048.000000 Penalty: 34291.625000
Iteration 200F: 18 clusters Score -2.943305e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 18283 members 
Mstep: Class 3 contains 27786 members 
Mstep: Class 4 contains 19207 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 131876 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433058.000000 Penalty: 34291.625000
Iteration 201Q: 18 clusters Score -2.943306e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18272 members 
Mstep: Class 3 contains 27722 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5768 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 13 contains 131921 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433084.000000 Penalty: 34291.625000
Iteration 202Q: 18 clusters Score -2.943308e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18264 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 131944 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433086.000000 Penalty: 34291.625000
Iteration 203Q: 18 clusters Score -2.943309e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 18255 members 
Mstep: Class 3 contains 27589 members 
Mstep: Class 4 contains 19319 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5765 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 131981 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433084.000000 Penalty: 34291.625000
Iteration 204Q: 18 clusters Score -2.943308e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18244 members 
Mstep: Class 3 contains 27528 members 
Mstep: Class 4 contains 19364 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 132006 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433130.000000 Penalty: 34291.625000
Iteration 205Q: 18 clusters Score -2.943313e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18248 members 
Mstep: Class 3 contains 27467 members 
Mstep: Class 4 contains 19403 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 132032 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433192.000000 Penalty: 34291.625000
Iteration 206Q: 18 clusters Score -2.943319e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 18243 members 
Mstep: Class 3 contains 27397 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 5775 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 132076 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433226.000000 Penalty: 34291.625000
Iteration 207Q: 18 clusters Score -2.943323e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18229 members 
Mstep: Class 3 contains 27317 members 
Mstep: Class 4 contains 19478 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 132135 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433232.000000 Penalty: 34291.625000
Iteration 208Q: 18 clusters Score -2.943323e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 27225 members 
Mstep: Class 4 contains 19528 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 132189 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11439 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433218.000000 Penalty: 34291.625000
Iteration 209Q: 18 clusters Score -2.943322e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18203 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 19567 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5794 members 
Mstep: Class 9 contains 5748 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 132283 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11431 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433230.000000 Penalty: 34291.625000
Iteration 210Q: 18 clusters Score -2.943323e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 18186 members 
Mstep: Class 3 contains 27001 members 
Mstep: Class 4 contains 19599 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 132390 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433286.000000 Penalty: 34291.625000
Iteration 211Q: 18 clusters Score -2.943329e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 18171 members 
Mstep: Class 3 contains 26866 members 
Mstep: Class 4 contains 19624 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 132515 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433330.000000 Penalty: 34291.625000
Iteration 212Q: 18 clusters Score -2.943333e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 18154 members 
Mstep: Class 3 contains 26719 members 
Mstep: Class 4 contains 19645 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 132654 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433274.000000 Penalty: 34291.625000
Iteration 213Q: 18 clusters Score -2.943327e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 18142 members 
Mstep: Class 3 contains 26554 members 
Mstep: Class 4 contains 19666 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 132800 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433242.000000 Penalty: 34291.625000
Iteration 214Q: 18 clusters Score -2.943324e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 18125 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 19687 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 132934 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433304.000000 Penalty: 34291.625000
Iteration 215Q: 18 clusters Score -2.94333e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 18120 members 
Mstep: Class 3 contains 26286 members 
Mstep: Class 4 contains 19705 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 133046 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433326.000000 Penalty: 34291.625000
Iteration 216Q: 18 clusters Score -2.943333e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 18115 members 
Mstep: Class 3 contains 26160 members 
Mstep: Class 4 contains 19726 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 133164 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433314.000000 Penalty: 34291.625000
Iteration 217Q: 18 clusters Score -2.943331e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 18118 members 
Mstep: Class 3 contains 26050 members 
Mstep: Class 4 contains 19758 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 133248 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433312.000000 Penalty: 34291.625000
Iteration 218Q: 18 clusters Score -2.943331e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 18109 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 19792 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 133348 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433356.000000 Penalty: 34291.625000
Iteration 219Q: 18 clusters Score -2.943336e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 18106 members 
Mstep: Class 3 contains 25808 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 133449 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433322.000000 Penalty: 34291.625000
Iteration 220F: 18 clusters Score -2.943332e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 18097 members 
Mstep: Class 3 contains 25707 members 
Mstep: Class 4 contains 19842 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 133546 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433310.000000 Penalty: 34291.625000
Iteration 221Q: 18 clusters Score -2.943331e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 18087 members 
Mstep: Class 3 contains 25605 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 133634 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433300.000000 Penalty: 34291.625000
Iteration 222Q: 18 clusters Score -2.94333e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 18076 members 
Mstep: Class 3 contains 25487 members 
Mstep: Class 4 contains 19890 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 133735 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433302.000000 Penalty: 34291.625000
Iteration 223Q: 18 clusters Score -2.94333e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 18064 members 
Mstep: Class 3 contains 25369 members 
Mstep: Class 4 contains 19918 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 133835 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433348.000000 Penalty: 34291.625000
Iteration 224Q: 18 clusters Score -2.943335e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 18045 members 
Mstep: Class 3 contains 25244 members 
Mstep: Class 4 contains 19935 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 133954 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433346.000000 Penalty: 34291.625000
Iteration 225Q: 18 clusters Score -2.943335e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 18033 members 
Mstep: Class 3 contains 25134 members 
Mstep: Class 4 contains 19950 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 134053 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433344.000000 Penalty: 34291.625000
Iteration 226Q: 18 clusters Score -2.943334e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 18020 members 
Mstep: Class 3 contains 25030 members 
Mstep: Class 4 contains 19967 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5846 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 134145 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433390.000000 Penalty: 34291.625000
Iteration 227Q: 18 clusters Score -2.943339e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 18002 members 
Mstep: Class 3 contains 24917 members 
Mstep: Class 4 contains 19985 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1559 members 
Mstep: Class 13 contains 134247 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433384.000000 Penalty: 34291.625000
Iteration 228Q: 18 clusters Score -2.943338e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17996 members 
Mstep: Class 3 contains 24810 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 5709 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134332 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433460.000000 Penalty: 34291.625000
Iteration 229Q: 18 clusters Score -2.943346e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17989 members 
Mstep: Class 3 contains 24728 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134398 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433468.000000 Penalty: 34291.625000
Iteration 230Q: 18 clusters Score -2.943347e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 17983 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 134465 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433500.000000 Penalty: 34291.625000
Iteration 231Q: 18 clusters Score -2.94335e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17978 members 
Mstep: Class 3 contains 24532 members 
Mstep: Class 4 contains 20069 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5876 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 134540 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433516.000000 Penalty: 34291.625000
Iteration 232Q: 18 clusters Score -2.943352e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 17975 members 
Mstep: Class 3 contains 24463 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134581 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433492.000000 Penalty: 34291.625000
Iteration 233Q: 18 clusters Score -2.943349e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17966 members 
Mstep: Class 3 contains 24406 members 
Mstep: Class 4 contains 20098 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134623 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11431 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433516.000000 Penalty: 34291.625000
Iteration 234Q: 18 clusters Score -2.943352e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17951 members 
Mstep: Class 3 contains 24363 members 
Mstep: Class 4 contains 20108 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5898 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134661 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11429 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433596.000000 Penalty: 34291.625000
Iteration 235Q: 18 clusters Score -2.94336e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17934 members 
Mstep: Class 3 contains 24319 members 
Mstep: Class 4 contains 20116 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 134716 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433634.000000 Penalty: 34291.625000
Iteration 236Q: 18 clusters Score -2.943363e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17921 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 20128 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5911 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 134755 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433594.000000 Penalty: 34291.625000
Iteration 237Q: 18 clusters Score -2.943359e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 20141 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 134795 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433564.000000 Penalty: 34291.625000
Iteration 238Q: 18 clusters Score -2.943356e+07 nChanged 163
Entering ConstructFrom: 
Score: -29433564.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Entering Unmasked Estep 
Score: -1202440.000000 Penalty: 1491.428833
	Iteration 0F: 2 clusters Score -1202440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1195508.625000 Penalty: 2982.857666
	Iteration 0F: 3 clusters Score -1195509 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1197727.000000 Penalty: 2982.857666
	Iteration 1F: 3 clusters Score -1197727 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1197973.500000 Penalty: 2982.857666
	Iteration 2F: 3 clusters Score -1197974 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1198165.125000 Penalty: 2982.857666
	Iteration 3Q: 3 clusters Score -1198165 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1198328.875000 Penalty: 2982.857666
	Iteration 4Q: 3 clusters Score -1198329 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1198460.250000 Penalty: 2982.857666
	Iteration 5Q: 3 clusters Score -1198460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1198591.000000 Penalty: 2982.857666
	Iteration 6Q: 3 clusters Score -1198591 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1198746.000000 Penalty: 2982.857666
	Iteration 7Q: 3 clusters Score -1198746 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1198980.000000 Penalty: 2982.857666
	Iteration 8Q: 3 clusters Score -1198980 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1199304.000000 Penalty: 2982.857666
	Iteration 9Q: 3 clusters Score -1199304 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1199724.125000 Penalty: 2982.857666
	Iteration 10F: 3 clusters Score -1199724 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1200158.375000 Penalty: 2982.857666
	Iteration 11F: 3 clusters Score -1200158 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1200478.125000 Penalty: 2982.857666
	Iteration 12Q: 3 clusters Score -1200478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1200719.750000 Penalty: 2982.857666
	Iteration 13Q: 3 clusters Score -1200720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1200834.250000 Penalty: 2982.857666
	Iteration 14Q: 3 clusters Score -1200834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1200921.375000 Penalty: 2982.857666
	Iteration 15Q: 3 clusters Score -1200921 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1200982.375000 Penalty: 2982.857666
	Iteration 16Q: 3 clusters Score -1200982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1201040.875000 Penalty: 2982.857666
	Iteration 17Q: 3 clusters Score -1201041 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1201117.125000 Penalty: 2982.857666
	Iteration 18Q: 3 clusters Score -1201117 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1201218.000000 Penalty: 2982.857666
	Iteration 19Q: 3 clusters Score -1201218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1201347.625000 Penalty: 2982.857666
	Iteration 20F: 3 clusters Score -1201348 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1201511.500000 Penalty: 2982.857666
	Iteration 21Q: 3 clusters Score -1201512 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1201671.125000 Penalty: 2982.857666
	Iteration 22Q: 3 clusters Score -1201671 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1201827.000000 Penalty: 2982.857666
	Iteration 23Q: 3 clusters Score -1201827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1201914.875000 Penalty: 2982.857666
	Iteration 24Q: 3 clusters Score -1201915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1201968.375000 Penalty: 2982.857666
	Iteration 25Q: 3 clusters Score -1201968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1202011.875000 Penalty: 2982.857666
	Iteration 26Q: 3 clusters Score -1202012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1202035.875000 Penalty: 2982.857666
	Iteration 27Q: 3 clusters Score -1202036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1202054.875000 Penalty: 2982.857666
	Iteration 28Q: 3 clusters Score -1202055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1202065.875000 Penalty: 2982.857666
	Iteration 29Q: 3 clusters Score -1202066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1202071.000000 Penalty: 2982.857666
	Iteration 30Q: 3 clusters Score -1202071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1202074.375000 Penalty: 2982.857666
	Iteration 31Q: 3 clusters Score -1202074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1202081.375000 Penalty: 2982.857666
	Iteration 32Q: 3 clusters Score -1202081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1202084.500000 Penalty: 2982.857666
	Iteration 33Q: 3 clusters Score -1202084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1202083.625000 Penalty: 2982.857666
	Iteration 34Q: 3 clusters Score -1202084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1202086.375000 Penalty: 2982.857666
	Iteration 35Q: 3 clusters Score -1202086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1202086.875000 Penalty: 2982.857666
	Iteration 36Q: 3 clusters Score -1202087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1202085.875000 Penalty: 2982.857666
	Iteration 37Q: 3 clusters Score -1202086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1202085.750000 Penalty: 2982.857666
	Iteration 38Q: 3 clusters Score -1202086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1202083.750000 Penalty: 2982.857666
	Iteration 39Q: 3 clusters Score -1202084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1202084.500000 Penalty: 2982.857666
	Iteration 40F: 3 clusters Score -1202084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1202085.875000 Penalty: 2982.857666
	Iteration 41Q: 3 clusters Score -1202086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1202085.875000 Penalty: 2982.857666
	Iteration 42F: 3 clusters Score -1202086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Entering Unmasked Estep 
Score: -2133952.750000 Penalty: 1591.217651
	Iteration 0F: 2 clusters Score -2133953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2121686.750000 Penalty: 3182.435303
	Iteration 0F: 3 clusters Score -2121687 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2126101.750000 Penalty: 3182.435303
	Iteration 1F: 3 clusters Score -2126102 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2126411.750000 Penalty: 3182.435303
	Iteration 2F: 3 clusters Score -2126412 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2126637.000000 Penalty: 3182.435303
	Iteration 3Q: 3 clusters Score -2126637 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2126859.000000 Penalty: 3182.435303
	Iteration 4Q: 3 clusters Score -2126859 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2127107.000000 Penalty: 3182.435303
	Iteration 5Q: 3 clusters Score -2127107 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2127408.000000 Penalty: 3182.435303
	Iteration 6Q: 3 clusters Score -2127408 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2127789.750000 Penalty: 3182.435303
	Iteration 7Q: 3 clusters Score -2127790 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2128211.250000 Penalty: 3182.435303
	Iteration 8Q: 3 clusters Score -2128211 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2128722.500000 Penalty: 3182.435303
	Iteration 9F: 3 clusters Score -2128722 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2129359.500000 Penalty: 3182.435303
	Iteration 10F: 3 clusters Score -2129360 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2130096.000000 Penalty: 3182.435303
	Iteration 11F: 3 clusters Score -2130096 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2130873.000000 Penalty: 3182.435303
	Iteration 12Q: 3 clusters Score -2130873 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2131649.000000 Penalty: 3182.435303
	Iteration 13Q: 3 clusters Score -2131649 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2132173.750000 Penalty: 3182.435303
	Iteration 14Q: 3 clusters Score -2132174 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2132482.000000 Penalty: 3182.435303
	Iteration 15Q: 3 clusters Score -2132482 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2132654.750000 Penalty: 3182.435303
	Iteration 16Q: 3 clusters Score -2132655 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2132759.750000 Penalty: 3182.435303
	Iteration 17Q: 3 clusters Score -2132760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2132826.250000 Penalty: 3182.435303
	Iteration 18Q: 3 clusters Score -2132826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2132882.750000 Penalty: 3182.435303
	Iteration 19Q: 3 clusters Score -2132883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2132921.250000 Penalty: 3182.435303
	Iteration 20F: 3 clusters Score -2132921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2132957.000000 Penalty: 3182.435303
	Iteration 21Q: 3 clusters Score -2132957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2132975.250000 Penalty: 3182.435303
	Iteration 22Q: 3 clusters Score -2132975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2132996.250000 Penalty: 3182.435303
	Iteration 23Q: 3 clusters Score -2132996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2133005.500000 Penalty: 3182.435303
	Iteration 24Q: 3 clusters Score -2133006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2133008.000000 Penalty: 3182.435303
	Iteration 25Q: 3 clusters Score -2133008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2133012.500000 Penalty: 3182.435303
	Iteration 26Q: 3 clusters Score -2133012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2133021.000000 Penalty: 3182.435303
	Iteration 27Q: 3 clusters Score -2133021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2133031.750000 Penalty: 3182.435303
	Iteration 28Q: 3 clusters Score -2133032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2133031.500000 Penalty: 3182.435303
	Iteration 29Q: 3 clusters Score -2133032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2133034.000000 Penalty: 3182.435303
	Iteration 30Q: 3 clusters Score -2133034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2133040.250000 Penalty: 3182.435303
	Iteration 31Q: 3 clusters Score -2133040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2133042.250000 Penalty: 3182.435303
	Iteration 32Q: 3 clusters Score -2133042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2133049.250000 Penalty: 3182.435303
	Iteration 33Q: 3 clusters Score -2133049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2133058.000000 Penalty: 3182.435303
	Iteration 34Q: 3 clusters Score -2133058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2133062.500000 Penalty: 3182.435303
	Iteration 35Q: 3 clusters Score -2133062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2133064.000000 Penalty: 3182.435303
	Iteration 36Q: 3 clusters Score -2133064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2133071.250000 Penalty: 3182.435303
	Iteration 37Q: 3 clusters Score -2133071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2133072.250000 Penalty: 3182.435303
	Iteration 38Q: 3 clusters Score -2133072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2133073.000000 Penalty: 3182.435303
	Iteration 39Q: 3 clusters Score -2133073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2133074.500000 Penalty: 3182.435303
	Iteration 40F: 3 clusters Score -2133074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2133072.250000 Penalty: 3182.435303
	Iteration 41Q: 3 clusters Score -2133072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2133072.750000 Penalty: 3182.435303
	Iteration 42Q: 3 clusters Score -2133073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2133072.750000 Penalty: 3182.435303
	Iteration 43F: 3 clusters Score -2133073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -3035111.750000 Penalty: 1640.413330
	Iteration 0F: 2 clusters Score -3035112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3019133.750000 Penalty: 3280.826660
	Iteration 0F: 3 clusters Score -3019134 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3025164.250000 Penalty: 3280.826660
	Iteration 1F: 3 clusters Score -3025164 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3025479.250000 Penalty: 3280.826660
	Iteration 2Q: 3 clusters Score -3025479 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3025774.000000 Penalty: 3280.826660
	Iteration 3Q: 3 clusters Score -3025774 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3026034.500000 Penalty: 3280.826660
	Iteration 4Q: 3 clusters Score -3026034 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3026282.500000 Penalty: 3280.826660
	Iteration 5Q: 3 clusters Score -3026282 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3026575.750000 Penalty: 3280.826660
	Iteration 6Q: 3 clusters Score -3026576 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3026933.000000 Penalty: 3280.826660
	Iteration 7Q: 3 clusters Score -3026933 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3027427.750000 Penalty: 3280.826660
	Iteration 8Q: 3 clusters Score -3027428 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3028199.250000 Penalty: 3280.826660
	Iteration 9Q: 3 clusters Score -3028199 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3029179.000000 Penalty: 3280.826660
	Iteration 10F: 3 clusters Score -3029179 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3030165.750000 Penalty: 3280.826660
	Iteration 11Q: 3 clusters Score -3030166 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3030943.750000 Penalty: 3280.826660
	Iteration 12Q: 3 clusters Score -3030944 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3031479.500000 Penalty: 3280.826660
	Iteration 13Q: 3 clusters Score -3031480 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3031813.750000 Penalty: 3280.826660
	Iteration 14Q: 3 clusters Score -3031814 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3032110.250000 Penalty: 3280.826660
	Iteration 15Q: 3 clusters Score -3032110 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3032356.500000 Penalty: 3280.826660
	Iteration 16Q: 3 clusters Score -3032356 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3032564.250000 Penalty: 3280.826660
	Iteration 17Q: 3 clusters Score -3032564 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3032783.250000 Penalty: 3280.826660
	Iteration 18Q: 3 clusters Score -3032783 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3032967.500000 Penalty: 3280.826660
	Iteration 19Q: 3 clusters Score -3032968 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3033139.250000 Penalty: 3280.826660
	Iteration 20F: 3 clusters Score -3033139 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3033283.250000 Penalty: 3280.826660
	Iteration 21Q: 3 clusters Score -3033283 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3033378.250000 Penalty: 3280.826660
	Iteration 22Q: 3 clusters Score -3033378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3033455.000000 Penalty: 3280.826660
	Iteration 23Q: 3 clusters Score -3033455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3033509.000000 Penalty: 3280.826660
	Iteration 24Q: 3 clusters Score -3033509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3033566.000000 Penalty: 3280.826660
	Iteration 25Q: 3 clusters Score -3033566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3033605.000000 Penalty: 3280.826660
	Iteration 26Q: 3 clusters Score -3033605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3033644.250000 Penalty: 3280.826660
	Iteration 27Q: 3 clusters Score -3033644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3033663.250000 Penalty: 3280.826660
	Iteration 28Q: 3 clusters Score -3033663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3033682.750000 Penalty: 3280.826660
	Iteration 29Q: 3 clusters Score -3033683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3033692.250000 Penalty: 3280.826660
	Iteration 30Q: 3 clusters Score -3033692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3033703.000000 Penalty: 3280.826660
	Iteration 31Q: 3 clusters Score -3033703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3033706.500000 Penalty: 3280.826660
	Iteration 32Q: 3 clusters Score -3033706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3033708.000000 Penalty: 3280.826660
	Iteration 33Q: 3 clusters Score -3033708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3033707.500000 Penalty: 3280.826660
	Iteration 34Q: 3 clusters Score -3033708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3033711.750000 Penalty: 3280.826660
	Iteration 35Q: 3 clusters Score -3033712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3033711.000000 Penalty: 3280.826660
	Iteration 36Q: 3 clusters Score -3033711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3033712.250000 Penalty: 3280.826660
	Iteration 37Q: 3 clusters Score -3033712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3033712.750000 Penalty: 3280.826660
	Iteration 38Q: 3 clusters Score -3033713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3033712.750000 Penalty: 3280.826660
	Iteration 39F: 3 clusters Score -3033713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Entering Unmasked Estep 
Score: -2435233.750000 Penalty: 1610.563110
	Iteration 0F: 2 clusters Score -2435234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2421557.250000 Penalty: 3221.126221
	Iteration 0F: 3 clusters Score -2421557 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2426750.000000 Penalty: 3221.126221
	Iteration 1F: 3 clusters Score -2426750 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2427390.250000 Penalty: 3221.126221
	Iteration 2F: 3 clusters Score -2427390 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2428116.000000 Penalty: 3221.126221
	Iteration 3F: 3 clusters Score -2428116 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2428880.250000 Penalty: 3221.126221
	Iteration 4F: 3 clusters Score -2428880 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2429741.500000 Penalty: 3221.126221
	Iteration 5F: 3 clusters Score -2429742 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2430717.750000 Penalty: 3221.126221
	Iteration 6F: 3 clusters Score -2430718 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2431670.250000 Penalty: 3221.126221
	Iteration 7F: 3 clusters Score -2431670 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2432486.250000 Penalty: 3221.126221
	Iteration 8Q: 3 clusters Score -2432486 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2433059.250000 Penalty: 3221.126221
	Iteration 9Q: 3 clusters Score -2433059 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2433446.500000 Penalty: 3221.126221
	Iteration 10Q: 3 clusters Score -2433446 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2433746.250000 Penalty: 3221.126221
	Iteration 11Q: 3 clusters Score -2433746 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2433885.500000 Penalty: 3221.126221
	Iteration 12Q: 3 clusters Score -2433886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2434001.750000 Penalty: 3221.126221
	Iteration 13Q: 3 clusters Score -2434002 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2434075.500000 Penalty: 3221.126221
	Iteration 14Q: 3 clusters Score -2434076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2434126.500000 Penalty: 3221.126221
	Iteration 15Q: 3 clusters Score -2434126 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2434155.000000 Penalty: 3221.126221
	Iteration 16Q: 3 clusters Score -2434155 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2434184.000000 Penalty: 3221.126221
	Iteration 17Q: 3 clusters Score -2434184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2434220.000000 Penalty: 3221.126221
	Iteration 18Q: 3 clusters Score -2434220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2434234.750000 Penalty: 3221.126221
	Iteration 19Q: 3 clusters Score -2434235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2434245.500000 Penalty: 3221.126221
	Iteration 20F: 3 clusters Score -2434246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2434254.000000 Penalty: 3221.126221
	Iteration 21Q: 3 clusters Score -2434254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2434269.250000 Penalty: 3221.126221
	Iteration 22Q: 3 clusters Score -2434269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2434284.250000 Penalty: 3221.126221
	Iteration 23Q: 3 clusters Score -2434284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2434288.000000 Penalty: 3221.126221
	Iteration 24Q: 3 clusters Score -2434288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2434292.500000 Penalty: 3221.126221
	Iteration 25Q: 3 clusters Score -2434292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2434297.000000 Penalty: 3221.126221
	Iteration 26Q: 3 clusters Score -2434297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2434298.250000 Penalty: 3221.126221
	Iteration 27Q: 3 clusters Score -2434298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2434302.500000 Penalty: 3221.126221
	Iteration 28Q: 3 clusters Score -2434302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2434297.250000 Penalty: 3221.126221
	Iteration 29Q: 3 clusters Score -2434297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2434302.750000 Penalty: 3221.126221
	Iteration 30Q: 3 clusters Score -2434303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2434313.000000 Penalty: 3221.126221
	Iteration 31Q: 3 clusters Score -2434313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2434313.000000 Penalty: 3221.126221
	Iteration 32Q: 3 clusters Score -2434313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2434309.250000 Penalty: 3221.126221
	Iteration 33Q: 3 clusters Score -2434309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2434306.000000 Penalty: 3221.126221
	Iteration 34Q: 3 clusters Score -2434306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2434311.500000 Penalty: 3221.126221
	Iteration 35Q: 3 clusters Score -2434312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2434308.750000 Penalty: 3221.126221
	Iteration 36Q: 3 clusters Score -2434309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2434303.750000 Penalty: 3221.126221
	Iteration 37Q: 3 clusters Score -2434304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2434308.000000 Penalty: 3221.126221
	Iteration 38Q: 3 clusters Score -2434308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2434309.750000 Penalty: 3221.126221
	Iteration 39Q: 3 clusters Score -2434310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2434307.250000 Penalty: 3221.126221
	Iteration 40F: 3 clusters Score -2434307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2434305.250000 Penalty: 3221.126221
	Iteration 41Q: 3 clusters Score -2434305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2434308.500000 Penalty: 3221.126221
	Iteration 42Q: 3 clusters Score -2434308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2434311.500000 Penalty: 3221.126221
	Iteration 43Q: 3 clusters Score -2434312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2434319.250000 Penalty: 3221.126221
	Iteration 44Q: 3 clusters Score -2434319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2434319.750000 Penalty: 3221.126221
	Iteration 45Q: 3 clusters Score -2434320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2434317.500000 Penalty: 3221.126221
	Iteration 46Q: 3 clusters Score -2434318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2434315.750000 Penalty: 3221.126221
	Iteration 47Q: 3 clusters Score -2434316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2434316.250000 Penalty: 3221.126221
	Iteration 48Q: 3 clusters Score -2434316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2434320.750000 Penalty: 3221.126221
	Iteration 49Q: 3 clusters Score -2434321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2434320.250000 Penalty: 3221.126221
	Iteration 50Q: 3 clusters Score -2434320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2434320.250000 Penalty: 3221.126221
	Iteration 51F: 3 clusters Score -2434320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -514448.656250 Penalty: 1352.901611
	Iteration 0F: 2 clusters Score -514448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -510978.312500 Penalty: 2705.803223
	Iteration 0F: 3 clusters Score -510978.3 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -511925.625000 Penalty: 2705.803223
	Iteration 1F: 3 clusters Score -511925.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -512131.750000 Penalty: 2705.803223
	Iteration 2F: 3 clusters Score -512131.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -512301.781250 Penalty: 2705.803223
	Iteration 3F: 3 clusters Score -512301.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -512453.562500 Penalty: 2705.803223
	Iteration 4F: 3 clusters Score -512453.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -512609.062500 Penalty: 2705.803223
	Iteration 5Q: 3 clusters Score -512609.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -512742.718750 Penalty: 2705.803223
	Iteration 6Q: 3 clusters Score -512742.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -512854.031250 Penalty: 2705.803223
	Iteration 7Q: 3 clusters Score -512854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -512964.406250 Penalty: 2705.803223
	Iteration 8Q: 3 clusters Score -512964.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -513046.781250 Penalty: 2705.803223
	Iteration 9Q: 3 clusters Score -513046.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -513104.937500 Penalty: 2705.803223
	Iteration 10Q: 3 clusters Score -513104.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -513137.781250 Penalty: 2705.803223
	Iteration 11Q: 3 clusters Score -513137.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -513161.750000 Penalty: 2705.803223
	Iteration 12Q: 3 clusters Score -513161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -513183.468750 Penalty: 2705.803223
	Iteration 13Q: 3 clusters Score -513183.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -513200.875000 Penalty: 2705.803223
	Iteration 14Q: 3 clusters Score -513200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -513214.437500 Penalty: 2705.803223
	Iteration 15Q: 3 clusters Score -513214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -513222.156250 Penalty: 2705.803223
	Iteration 16Q: 3 clusters Score -513222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -513229.718750 Penalty: 2705.803223
	Iteration 17Q: 3 clusters Score -513229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -513240.343750 Penalty: 2705.803223
	Iteration 18Q: 3 clusters Score -513240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -513248.906250 Penalty: 2705.803223
	Iteration 19Q: 3 clusters Score -513248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -513260.718750 Penalty: 2705.803223
	Iteration 20F: 3 clusters Score -513260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -513273.125000 Penalty: 2705.803223
	Iteration 21Q: 3 clusters Score -513273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -513279.812500 Penalty: 2705.803223
	Iteration 22Q: 3 clusters Score -513279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -513284.468750 Penalty: 2705.803223
	Iteration 23Q: 3 clusters Score -513284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -513288.937500 Penalty: 2705.803223
	Iteration 24Q: 3 clusters Score -513288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -513292.281250 Penalty: 2705.803223
	Iteration 25Q: 3 clusters Score -513292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -513293.718750 Penalty: 2705.803223
	Iteration 26Q: 3 clusters Score -513293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -513296.718750 Penalty: 2705.803223
	Iteration 27Q: 3 clusters Score -513296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -513300.093750 Penalty: 2705.803223
	Iteration 28Q: 3 clusters Score -513300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -513301.406250 Penalty: 2705.803223
	Iteration 29Q: 3 clusters Score -513301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -513302.093750 Penalty: 2705.803223
	Iteration 30Q: 3 clusters Score -513302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -513302.093750 Penalty: 2705.803223
	Iteration 31F: 3 clusters Score -513302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15545.205078 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15545.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15563.451172 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15563.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15563.451172 Penalty: 1515.617798
	Iteration 2F: 3 clusters Score -15563.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -439449.093750 Penalty: 1332.055298
	Iteration 0F: 2 clusters Score -439449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -436381.781250 Penalty: 2664.110596
	Iteration 0F: 3 clusters Score -436381.8 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -437105.812500 Penalty: 2664.110596
	Iteration 1F: 3 clusters Score -437105.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -437247.687500 Penalty: 2664.110596
	Iteration 2F: 3 clusters Score -437247.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -437345.625000 Penalty: 2664.110596
	Iteration 3F: 3 clusters Score -437345.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -437404.312500 Penalty: 2664.110596
	Iteration 4Q: 3 clusters Score -437404.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -437444.375000 Penalty: 2664.110596
	Iteration 5Q: 3 clusters Score -437444.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -437474.375000 Penalty: 2664.110596
	Iteration 6Q: 3 clusters Score -437474.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -437497.343750 Penalty: 2664.110596
	Iteration 7Q: 3 clusters Score -437497.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -437520.375000 Penalty: 2664.110596
	Iteration 8Q: 3 clusters Score -437520.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437544.218750 Penalty: 2664.110596
	Iteration 9Q: 3 clusters Score -437544.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -437557.375000 Penalty: 2664.110596
	Iteration 10Q: 3 clusters Score -437557.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -437565.250000 Penalty: 2664.110596
	Iteration 11Q: 3 clusters Score -437565.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -437574.343750 Penalty: 2664.110596
	Iteration 12Q: 3 clusters Score -437574.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -437588.312500 Penalty: 2664.110596
	Iteration 13Q: 3 clusters Score -437588.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -437597.687500 Penalty: 2664.110596
	Iteration 14Q: 3 clusters Score -437597.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -437604.031250 Penalty: 2664.110596
	Iteration 15Q: 3 clusters Score -437604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437613.281250 Penalty: 2664.110596
	Iteration 16Q: 3 clusters Score -437613.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -437620.156250 Penalty: 2664.110596
	Iteration 17Q: 3 clusters Score -437620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -437626.468750 Penalty: 2664.110596
	Iteration 18Q: 3 clusters Score -437626.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -437637.812500 Penalty: 2664.110596
	Iteration 19Q: 3 clusters Score -437637.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -437647.843750 Penalty: 2664.110596
	Iteration 20F: 3 clusters Score -437647.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -437661.687500 Penalty: 2664.110596
	Iteration 21Q: 3 clusters Score -437661.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -437676.031250 Penalty: 2664.110596
	Iteration 22Q: 3 clusters Score -437676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -437692.687500 Penalty: 2664.110596
	Iteration 23Q: 3 clusters Score -437692.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -437710.437500 Penalty: 2664.110596
	Iteration 24Q: 3 clusters Score -437710.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -437729.968750 Penalty: 2664.110596
	Iteration 25Q: 3 clusters Score -437730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -437752.406250 Penalty: 2664.110596
	Iteration 26Q: 3 clusters Score -437752.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -437774.906250 Penalty: 2664.110596
	Iteration 27Q: 3 clusters Score -437774.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -437796.906250 Penalty: 2664.110596
	Iteration 28Q: 3 clusters Score -437796.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -437824.875000 Penalty: 2664.110596
	Iteration 29Q: 3 clusters Score -437824.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -437860.468750 Penalty: 2664.110596
	Iteration 30Q: 3 clusters Score -437860.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -437915.125000 Penalty: 2664.110596
	Iteration 31Q: 3 clusters Score -437915.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -437957.500000 Penalty: 2664.110596
	Iteration 32Q: 3 clusters Score -437957.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -437987.312500 Penalty: 2664.110596
	Iteration 33Q: 3 clusters Score -437987.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -438014.281250 Penalty: 2664.110596
	Iteration 34Q: 3 clusters Score -438014.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -438040.843750 Penalty: 2664.110596
	Iteration 35Q: 3 clusters Score -438040.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -438074.843750 Penalty: 2664.110596
	Iteration 36Q: 3 clusters Score -438074.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -438105.781250 Penalty: 2664.110596
	Iteration 37Q: 3 clusters Score -438105.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -438124.781250 Penalty: 2664.110596
	Iteration 38Q: 3 clusters Score -438124.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -438142.218750 Penalty: 2664.110596
	Iteration 39Q: 3 clusters Score -438142.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -438160.312500 Penalty: 2664.110596
	Iteration 40F: 3 clusters Score -438160.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -438182.250000 Penalty: 2664.110596
	Iteration 41Q: 3 clusters Score -438182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -438202.187500 Penalty: 2664.110596
	Iteration 42Q: 3 clusters Score -438202.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -438216.875000 Penalty: 2664.110596
	Iteration 43Q: 3 clusters Score -438216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -438231.500000 Penalty: 2664.110596
	Iteration 44Q: 3 clusters Score -438231.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -438240.125000 Penalty: 2664.110596
	Iteration 45Q: 3 clusters Score -438240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -438244.156250 Penalty: 2664.110596
	Iteration 46Q: 3 clusters Score -438244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -438243.968750 Penalty: 2664.110596
	Iteration 47Q: 3 clusters Score -438244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -438245.593750 Penalty: 2664.110596
	Iteration 48Q: 3 clusters Score -438245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -438247.343750 Penalty: 2664.110596
	Iteration 49Q: 3 clusters Score -438247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -438247.750000 Penalty: 2664.110596
	Iteration 50Q: 3 clusters Score -438247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -438248.156250 Penalty: 2664.110596
	Iteration 51Q: 3 clusters Score -438248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -438249.718750 Penalty: 2664.110596
	Iteration 52Q: 3 clusters Score -438249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -438250.000000 Penalty: 2664.110596
	Iteration 53Q: 3 clusters Score -438250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -438251.500000 Penalty: 2664.110596
	Iteration 54Q: 3 clusters Score -438251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -438252.312500 Penalty: 2664.110596
	Iteration 55Q: 3 clusters Score -438252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -438253.406250 Penalty: 2664.110596
	Iteration 56Q: 3 clusters Score -438253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -438254.218750 Penalty: 2664.110596
	Iteration 57Q: 3 clusters Score -438254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -438254.750000 Penalty: 2664.110596
	Iteration 58Q: 3 clusters Score -438254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -438255.062500 Penalty: 2664.110596
	Iteration 59Q: 3 clusters Score -438255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -438255.062500 Penalty: 2664.110596
	Iteration 60F: 3 clusters Score -438255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -734320.312500 Penalty: 1411.352539
	Iteration 0F: 2 clusters Score -734320.3 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 2995 members 
Entering Unmasked Estep 
Score: -729713.750000 Penalty: 2822.705078
	Iteration 0F: 3 clusters Score -729713.8 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -731063.562500 Penalty: 2822.705078
	Iteration 1F: 3 clusters Score -731063.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -731262.687500 Penalty: 2822.705078
	Iteration 2F: 3 clusters Score -731262.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -731410.625000 Penalty: 2822.705078
	Iteration 3F: 3 clusters Score -731410.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -731530.562500 Penalty: 2822.705078
	Iteration 4Q: 3 clusters Score -731530.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -731637.375000 Penalty: 2822.705078
	Iteration 5Q: 3 clusters Score -731637.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -731723.812500 Penalty: 2822.705078
	Iteration 6Q: 3 clusters Score -731723.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -731791.250000 Penalty: 2822.705078
	Iteration 7Q: 3 clusters Score -731791.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -731858.437500 Penalty: 2822.705078
	Iteration 8Q: 3 clusters Score -731858.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -731933.187500 Penalty: 2822.705078
	Iteration 9Q: 3 clusters Score -731933.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -732013.875000 Penalty: 2822.705078
	Iteration 10Q: 3 clusters Score -732013.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -732087.375000 Penalty: 2822.705078
	Iteration 11Q: 3 clusters Score -732087.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -732154.625000 Penalty: 2822.705078
	Iteration 12Q: 3 clusters Score -732154.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -732213.000000 Penalty: 2822.705078
	Iteration 13Q: 3 clusters Score -732213 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -732273.500000 Penalty: 2822.705078
	Iteration 14Q: 3 clusters Score -732273.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -732329.750000 Penalty: 2822.705078
	Iteration 15Q: 3 clusters Score -732329.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -732388.062500 Penalty: 2822.705078
	Iteration 16Q: 3 clusters Score -732388.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -732450.750000 Penalty: 2822.705078
	Iteration 17Q: 3 clusters Score -732450.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -732512.312500 Penalty: 2822.705078
	Iteration 18Q: 3 clusters Score -732512.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -732583.625000 Penalty: 2822.705078
	Iteration 19Q: 3 clusters Score -732583.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -732664.250000 Penalty: 2822.705078
	Iteration 20F: 3 clusters Score -732664.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -732721.375000 Penalty: 2822.705078
	Iteration 21Q: 3 clusters Score -732721.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -732776.250000 Penalty: 2822.705078
	Iteration 22Q: 3 clusters Score -732776.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -732827.687500 Penalty: 2822.705078
	Iteration 23Q: 3 clusters Score -732827.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -732877.250000 Penalty: 2822.705078
	Iteration 24Q: 3 clusters Score -732877.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -732922.187500 Penalty: 2822.705078
	Iteration 25Q: 3 clusters Score -732922.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -732959.187500 Penalty: 2822.705078
	Iteration 26Q: 3 clusters Score -732959.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -732997.875000 Penalty: 2822.705078
	Iteration 27Q: 3 clusters Score -732997.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -733036.500000 Penalty: 2822.705078
	Iteration 28Q: 3 clusters Score -733036.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -733058.375000 Penalty: 2822.705078
	Iteration 29Q: 3 clusters Score -733058.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -733078.687500 Penalty: 2822.705078
	Iteration 30Q: 3 clusters Score -733078.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -733100.062500 Penalty: 2822.705078
	Iteration 31Q: 3 clusters Score -733100.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -733115.625000 Penalty: 2822.705078
	Iteration 32Q: 3 clusters Score -733115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -733123.937500 Penalty: 2822.705078
	Iteration 33Q: 3 clusters Score -733123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -733132.187500 Penalty: 2822.705078
	Iteration 34Q: 3 clusters Score -733132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -733141.062500 Penalty: 2822.705078
	Iteration 35Q: 3 clusters Score -733141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -733144.750000 Penalty: 2822.705078
	Iteration 36Q: 3 clusters Score -733144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -733148.312500 Penalty: 2822.705078
	Iteration 37Q: 3 clusters Score -733148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -733151.875000 Penalty: 2822.705078
	Iteration 38Q: 3 clusters Score -733151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -733154.562500 Penalty: 2822.705078
	Iteration 39Q: 3 clusters Score -733154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -733153.812500 Penalty: 2822.705078
	Iteration 40F: 3 clusters Score -733153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -733155.375000 Penalty: 2822.705078
	Iteration 41Q: 3 clusters Score -733155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -733156.125000 Penalty: 2822.705078
	Iteration 42Q: 3 clusters Score -733156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -733156.000000 Penalty: 2822.705078
	Iteration 43Q: 3 clusters Score -733156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -733156.000000 Penalty: 2822.705078
	Iteration 44F: 3 clusters Score -733156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -671844.125000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -671844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -667439.500000 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -667439.5 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -668669.062500 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -668669.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -668838.687500 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -668838.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -668978.312500 Penalty: 2811.070801
	Iteration 3Q: 3 clusters Score -668978.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -669091.437500 Penalty: 2811.070801
	Iteration 4Q: 3 clusters Score -669091.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -669188.187500 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -669188.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -669290.687500 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -669290.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -669384.562500 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -669384.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -669459.812500 Penalty: 2811.070801
	Iteration 8Q: 3 clusters Score -669459.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -669526.437500 Penalty: 2811.070801
	Iteration 9Q: 3 clusters Score -669526.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -669587.437500 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -669587.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -669641.625000 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -669641.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -669718.250000 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -669718.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -669799.562500 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -669799.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -669869.625000 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -669869.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -669945.250000 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -669945.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -670006.625000 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -670006.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -670049.125000 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -670049.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -670092.937500 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -670092.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -670131.937500 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -670131.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -670169.937500 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -670169.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -670202.125000 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -670202.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -670234.000000 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -670234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -670253.437500 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -670253.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -670274.500000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -670274.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -670289.187500 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -670289.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -670306.500000 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -670306.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -670325.312500 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -670325.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -670346.125000 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -670346.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -670362.125000 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -670362.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -670382.187500 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -670382.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -670403.312500 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -670403.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -670422.000000 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -670422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -670441.500000 Penalty: 2811.070801
	Iteration 33Q: 3 clusters Score -670441.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -670460.125000 Penalty: 2811.070801
	Iteration 34Q: 3 clusters Score -670460.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -670483.000000 Penalty: 2811.070801
	Iteration 35Q: 3 clusters Score -670483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -670512.187500 Penalty: 2811.070801
	Iteration 36Q: 3 clusters Score -670512.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -670535.000000 Penalty: 2811.070801
	Iteration 37Q: 3 clusters Score -670535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -670566.750000 Penalty: 2811.070801
	Iteration 38Q: 3 clusters Score -670566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -670603.062500 Penalty: 2811.070801
	Iteration 39Q: 3 clusters Score -670603.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -670651.812500 Penalty: 2811.070801
	Iteration 40F: 3 clusters Score -670651.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -670700.562500 Penalty: 2811.070801
	Iteration 41Q: 3 clusters Score -670700.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -670742.625000 Penalty: 2811.070801
	Iteration 42Q: 3 clusters Score -670742.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -670779.875000 Penalty: 2811.070801
	Iteration 43Q: 3 clusters Score -670779.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -670820.437500 Penalty: 2811.070801
	Iteration 44Q: 3 clusters Score -670820.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -670865.375000 Penalty: 2811.070801
	Iteration 45Q: 3 clusters Score -670865.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -670901.875000 Penalty: 2811.070801
	Iteration 46Q: 3 clusters Score -670901.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -670944.312500 Penalty: 2811.070801
	Iteration 47Q: 3 clusters Score -670944.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -670982.250000 Penalty: 2811.070801
	Iteration 48Q: 3 clusters Score -670982.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -671016.250000 Penalty: 2811.070801
	Iteration 49Q: 3 clusters Score -671016.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -671046.625000 Penalty: 2811.070801
	Iteration 50Q: 3 clusters Score -671046.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -671078.437500 Penalty: 2811.070801
	Iteration 51Q: 3 clusters Score -671078.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -671107.812500 Penalty: 2811.070801
	Iteration 52Q: 3 clusters Score -671107.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -671138.625000 Penalty: 2811.070801
	Iteration 53Q: 3 clusters Score -671138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -671167.562500 Penalty: 2811.070801
	Iteration 54Q: 3 clusters Score -671167.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -671183.812500 Penalty: 2811.070801
	Iteration 55Q: 3 clusters Score -671183.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -671192.625000 Penalty: 2811.070801
	Iteration 56Q: 3 clusters Score -671192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -671201.125000 Penalty: 2811.070801
	Iteration 57Q: 3 clusters Score -671201.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -671205.312500 Penalty: 2811.070801
	Iteration 58Q: 3 clusters Score -671205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -671207.875000 Penalty: 2811.070801
	Iteration 59Q: 3 clusters Score -671207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -671208.812500 Penalty: 2811.070801
	Iteration 60F: 3 clusters Score -671208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -671210.437500 Penalty: 2811.070801
	Iteration 61Q: 3 clusters Score -671210.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -671210.437500 Penalty: 2811.070801
	Iteration 62F: 3 clusters Score -671210.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -167451.578125 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -167451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165693.343750 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -165693.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -166043.828125 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -166043.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166179.703125 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -166179.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -166253.156250 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -166253.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166305.484375 Penalty: 2368.012451
	Iteration 4Q: 3 clusters Score -166305.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -166331.140625 Penalty: 2368.012451
	Iteration 5Q: 3 clusters Score -166331.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166352.953125 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -166353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -166370.062500 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -166370.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -166383.515625 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -166383.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -166395.796875 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -166395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166408.625000 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -166408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -166415.546875 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -166415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -166420.906250 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -166420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166422.953125 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -166423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -166423.359375 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -166423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -166424.343750 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -166424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -166425.187500 Penalty: 2368.012451
	Iteration 16Q: 3 clusters Score -166425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -166425.828125 Penalty: 2368.012451
	Iteration 17Q: 3 clusters Score -166425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -166425.828125 Penalty: 2368.012451
	Iteration 18F: 3 clusters Score -166425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -186718.546875 Penalty: 1193.516846
	Iteration 0F: 2 clusters Score -186718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184916.156250 Penalty: 2387.033691
	Iteration 0F: 3 clusters Score -184916.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -185235.046875 Penalty: 2387.033691
	Iteration 1F: 3 clusters Score -185235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185309.828125 Penalty: 2387.033691
	Iteration 2F: 3 clusters Score -185309.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185352.984375 Penalty: 2387.033691
	Iteration 3Q: 3 clusters Score -185353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185376.562500 Penalty: 2387.033691
	Iteration 4Q: 3 clusters Score -185376.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185394.156250 Penalty: 2387.033691
	Iteration 5Q: 3 clusters Score -185394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185406.890625 Penalty: 2387.033691
	Iteration 6Q: 3 clusters Score -185406.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185425.015625 Penalty: 2387.033691
	Iteration 7Q: 3 clusters Score -185425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -185435.906250 Penalty: 2387.033691
	Iteration 8Q: 3 clusters Score -185435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185444.234375 Penalty: 2387.033691
	Iteration 9Q: 3 clusters Score -185444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -185453.109375 Penalty: 2387.033691
	Iteration 10Q: 3 clusters Score -185453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185457.343750 Penalty: 2387.033691
	Iteration 11Q: 3 clusters Score -185457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185459.734375 Penalty: 2387.033691
	Iteration 12Q: 3 clusters Score -185459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185464.031250 Penalty: 2387.033691
	Iteration 13Q: 3 clusters Score -185464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185467.687500 Penalty: 2387.033691
	Iteration 14Q: 3 clusters Score -185467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185470.343750 Penalty: 2387.033691
	Iteration 15Q: 3 clusters Score -185470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185474.500000 Penalty: 2387.033691
	Iteration 16Q: 3 clusters Score -185474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185476.359375 Penalty: 2387.033691
	Iteration 17Q: 3 clusters Score -185476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185478.093750 Penalty: 2387.033691
	Iteration 18Q: 3 clusters Score -185478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -185480.734375 Penalty: 2387.033691
	Iteration 19Q: 3 clusters Score -185480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185486.906250 Penalty: 2387.033691
	Iteration 20F: 3 clusters Score -185486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185490.687500 Penalty: 2387.033691
	Iteration 21Q: 3 clusters Score -185490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185494.203125 Penalty: 2387.033691
	Iteration 22Q: 3 clusters Score -185494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -185496.921875 Penalty: 2387.033691
	Iteration 23Q: 3 clusters Score -185496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185497.968750 Penalty: 2387.033691
	Iteration 24Q: 3 clusters Score -185498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185498.218750 Penalty: 2387.033691
	Iteration 25Q: 3 clusters Score -185498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185499.296875 Penalty: 2387.033691
	Iteration 26Q: 3 clusters Score -185499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185499.703125 Penalty: 2387.033691
	Iteration 27Q: 3 clusters Score -185499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185499.703125 Penalty: 2387.033691
	Iteration 28F: 3 clusters Score -185499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (134826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134826 members 
Entering Unmasked Estep 
Score: -16306503.000000 Penalty: 1919.407715
	Iteration 0F: 2 clusters Score -1.63065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -16221194.000000 Penalty: 3838.815430
	Iteration 0F: 3 clusters Score -1.622119e+07 nChanged 64958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -16259099.000000 Penalty: 3838.815430
	Iteration 1F: 3 clusters Score -1.62591e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -16260373.000000 Penalty: 3838.815430
	Iteration 2Q: 3 clusters Score -1.626037e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -16262003.000000 Penalty: 3838.815430
	Iteration 3Q: 3 clusters Score -1.6262e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -16264612.000000 Penalty: 3838.815430
	Iteration 4Q: 3 clusters Score -1.626461e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -16268643.000000 Penalty: 3838.815430
	Iteration 5F: 3 clusters Score -1.626864e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -16274172.000000 Penalty: 3838.815430
	Iteration 6F: 3 clusters Score -1.627417e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -16280907.000000 Penalty: 3838.815430
	Iteration 7F: 3 clusters Score -1.628091e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -16287293.000000 Penalty: 3838.815430
	Iteration 8F: 3 clusters Score -1.628729e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -16292341.000000 Penalty: 3838.815430
	Iteration 9Q: 3 clusters Score -1.629234e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -16295623.000000 Penalty: 3838.815430
	Iteration 10Q: 3 clusters Score -1.629562e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -16297593.000000 Penalty: 3838.815430
	Iteration 11Q: 3 clusters Score -1.629759e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -16298978.000000 Penalty: 3838.815430
	Iteration 12Q: 3 clusters Score -1.629898e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 123723 members 
Entering Unmasked Estep 
Score: -16300081.000000 Penalty: 3838.815430
	Iteration 13Q: 3 clusters Score -1.630008e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -16301002.000000 Penalty: 3838.815430
	Iteration 14Q: 3 clusters Score -1.6301e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -16301647.000000 Penalty: 3838.815430
	Iteration 15Q: 3 clusters Score -1.630165e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 127792 members 
Entering Unmasked Estep 
Score: -16302370.000000 Penalty: 3838.815430
	Iteration 16Q: 3 clusters Score -1.630237e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -16303111.000000 Penalty: 3838.815430
	Iteration 17Q: 3 clusters Score -1.630311e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -16303750.000000 Penalty: 3838.815430
	Iteration 18Q: 3 clusters Score -1.630375e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 130390 members 
Entering Unmasked Estep 
Score: -16304336.000000 Penalty: 3838.815430
	Iteration 19Q: 3 clusters Score -1.630434e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -16304760.000000 Penalty: 3838.815430
	Iteration 20F: 3 clusters Score -1.630476e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 131454 members 
Entering Unmasked Estep 
Score: -16305181.000000 Penalty: 3838.815430
	Iteration 21Q: 3 clusters Score -1.630518e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -16305447.000000 Penalty: 3838.815430
	Iteration 22Q: 3 clusters Score -1.630545e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -16305681.000000 Penalty: 3838.815430
	Iteration 23Q: 3 clusters Score -1.630568e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -16305809.000000 Penalty: 3838.815430
	Iteration 24Q: 3 clusters Score -1.630581e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -16305862.000000 Penalty: 3838.815430
	Iteration 25Q: 3 clusters Score -1.630586e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
Score: -16305947.000000 Penalty: 3838.815430
	Iteration 26Q: 3 clusters Score -1.630595e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -16305959.000000 Penalty: 3838.815430
	Iteration 27Q: 3 clusters Score -1.630596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 132583 members 
Entering Unmasked Estep 
Score: -16305990.000000 Penalty: 3838.815430
	Iteration 28Q: 3 clusters Score -1.630599e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 132628 members 
Entering Unmasked Estep 
Score: -16306040.000000 Penalty: 3838.815430
	Iteration 29Q: 3 clusters Score -1.630604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -16306055.000000 Penalty: 3838.815430
	Iteration 30Q: 3 clusters Score -1.630606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -16306066.000000 Penalty: 3838.815430
	Iteration 31Q: 3 clusters Score -1.630607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 132679 members 
Entering Unmasked Estep 
Score: -16306073.000000 Penalty: 3838.815430
	Iteration 32Q: 3 clusters Score -1.630607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -16306085.000000 Penalty: 3838.815430
	Iteration 33Q: 3 clusters Score -1.630608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -16306073.000000 Penalty: 3838.815430
	Iteration 34Q: 3 clusters Score -1.630607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -16306062.000000 Penalty: 3838.815430
	Iteration 35Q: 3 clusters Score -1.630606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -16306074.000000 Penalty: 3838.815430
	Iteration 36Q: 3 clusters Score -1.630607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -16306079.000000 Penalty: 3838.815430
	Iteration 37Q: 3 clusters Score -1.630608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 132759 members 
Entering Unmasked Estep 
Score: -16306085.000000 Penalty: 3838.815430
	Iteration 38Q: 3 clusters Score -1.630608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -16306072.000000 Penalty: 3838.815430
	Iteration 39Q: 3 clusters Score -1.630607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -16306073.000000 Penalty: 3838.815430
	Iteration 40F: 3 clusters Score -1.630607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -16306073.000000 Penalty: 3838.815430
	Iteration 41Q: 3 clusters Score -1.630607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 132763 members 
Entering Unmasked Estep 
Score: -16306073.000000 Penalty: 3838.815430
	Iteration 42F: 3 clusters Score -1.630607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 157 members 
Entering Unmasked Estep 
Score: -42288.746094 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42288.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43106.562500 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -43106.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43465.687500 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43465.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -43594.433594 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43594.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -43679.023438 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -43679.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43726.648438 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43726.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -43742.921875 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43742.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -43763.753906 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43763.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -43763.753906 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -43763.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17892 members 
Mstep: Class 3 contains 24218 members 
Mstep: Class 4 contains 20154 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 55 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 134826 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4230 members 
Entering Unmasked Estep 
Score: -29433082.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29433564.000000 to -29433082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47018.183594 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -47018.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46016.535156 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -46016.54 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46188.722656 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -46188.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46239.250000 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -46239.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46257.023438 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -46257.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46259.871094 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -46259.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46267.324219 Penalty: 1976.721191
	Iteration 5Q: 3 clusters Score -46267.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46273.500000 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -46273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46275.824219 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -46275.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46277.851562 Penalty: 1976.721191
	Iteration 8Q: 3 clusters Score -46277.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46277.851562 Penalty: 1976.721191
	Iteration 9F: 3 clusters Score -46277.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1407280.500000 Penalty: 1518.228760
	Iteration 0F: 2 clusters Score -1407280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1399198.625000 Penalty: 3036.457520
	Iteration 0F: 3 clusters Score -1399199 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1401868.250000 Penalty: 3036.457520
	Iteration 1F: 3 clusters Score -1401868 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1402128.625000 Penalty: 3036.457520
	Iteration 2F: 3 clusters Score -1402129 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1402348.875000 Penalty: 3036.457520
	Iteration 3Q: 3 clusters Score -1402349 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1402574.875000 Penalty: 3036.457520
	Iteration 4Q: 3 clusters Score -1402575 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1402831.375000 Penalty: 3036.457520
	Iteration 5Q: 3 clusters Score -1402831 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1403118.375000 Penalty: 3036.457520
	Iteration 6Q: 3 clusters Score -1403118 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1403464.500000 Penalty: 3036.457520
	Iteration 7Q: 3 clusters Score -1403464 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1403956.500000 Penalty: 3036.457520
	Iteration 8F: 3 clusters Score -1403956 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1404499.000000 Penalty: 3036.457520
	Iteration 9F: 3 clusters Score -1404499 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1404988.625000 Penalty: 3036.457520
	Iteration 10Q: 3 clusters Score -1404989 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1405326.125000 Penalty: 3036.457520
	Iteration 11Q: 3 clusters Score -1405326 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1405574.125000 Penalty: 3036.457520
	Iteration 12Q: 3 clusters Score -1405574 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1405715.250000 Penalty: 3036.457520
	Iteration 13Q: 3 clusters Score -1405715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1405782.250000 Penalty: 3036.457520
	Iteration 14Q: 3 clusters Score -1405782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1405825.500000 Penalty: 3036.457520
	Iteration 15Q: 3 clusters Score -1405826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1405850.125000 Penalty: 3036.457520
	Iteration 16Q: 3 clusters Score -1405850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1405872.125000 Penalty: 3036.457520
	Iteration 17Q: 3 clusters Score -1405872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1405884.125000 Penalty: 3036.457520
	Iteration 18Q: 3 clusters Score -1405884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1405905.250000 Penalty: 3036.457520
	Iteration 19Q: 3 clusters Score -1405905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1405919.375000 Penalty: 3036.457520
	Iteration 20F: 3 clusters Score -1405919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1405929.875000 Penalty: 3036.457520
	Iteration 21Q: 3 clusters Score -1405930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1405936.375000 Penalty: 3036.457520
	Iteration 22Q: 3 clusters Score -1405936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1405939.625000 Penalty: 3036.457520
	Iteration 23Q: 3 clusters Score -1405940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1405943.000000 Penalty: 3036.457520
	Iteration 24Q: 3 clusters Score -1405943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1405944.125000 Penalty: 3036.457520
	Iteration 25Q: 3 clusters Score -1405944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1405944.125000 Penalty: 3036.457520
	Iteration 26F: 3 clusters Score -1405944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 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 192 members 
Entering Unmasked Estep 
Score: -36039.246094 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36039.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36256.472656 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36256.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36324.464844 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36324.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36347.113281 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -36347.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36362.191406 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36362.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36366.917969 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36366.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36369.371094 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36369.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36376.781250 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -36376.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36384.390625 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -36384.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36385.429688 Penalty: 1919.242554
	Iteration 9Q: 3 clusters Score -36385.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36385.429688 Penalty: 1919.242554
	Iteration 10F: 3 clusters Score -36385.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -484349.125000 Penalty: 1356.868042
	Iteration 0F: 2 clusters Score -484349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -480898.312500 Penalty: 2713.736084
	Iteration 0F: 3 clusters Score -480898.3 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -481758.562500 Penalty: 2713.736084
	Iteration 1F: 3 clusters Score -481758.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -481891.750000 Penalty: 2713.736084
	Iteration 2F: 3 clusters Score -481891.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -481979.812500 Penalty: 2713.736084
	Iteration 3Q: 3 clusters Score -481979.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -482066.625000 Penalty: 2713.736084
	Iteration 4Q: 3 clusters Score -482066.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -482132.562500 Penalty: 2713.736084
	Iteration 5Q: 3 clusters Score -482132.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -482198.593750 Penalty: 2713.736084
	Iteration 6Q: 3 clusters Score -482198.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -482265.125000 Penalty: 2713.736084
	Iteration 7Q: 3 clusters Score -482265.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -482326.781250 Penalty: 2713.736084
	Iteration 8Q: 3 clusters Score -482326.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -482393.093750 Penalty: 2713.736084
	Iteration 9Q: 3 clusters Score -482393.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -482446.718750 Penalty: 2713.736084
	Iteration 10Q: 3 clusters Score -482446.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -482505.343750 Penalty: 2713.736084
	Iteration 11Q: 3 clusters Score -482505.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -482579.312500 Penalty: 2713.736084
	Iteration 12Q: 3 clusters Score -482579.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -482665.125000 Penalty: 2713.736084
	Iteration 13Q: 3 clusters Score -482665.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -482738.406250 Penalty: 2713.736084
	Iteration 14Q: 3 clusters Score -482738.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -482798.718750 Penalty: 2713.736084
	Iteration 15Q: 3 clusters Score -482798.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -482848.187500 Penalty: 2713.736084
	Iteration 16Q: 3 clusters Score -482848.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -482896.062500 Penalty: 2713.736084
	Iteration 17Q: 3 clusters Score -482896.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -482947.250000 Penalty: 2713.736084
	Iteration 18Q: 3 clusters Score -482947.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -482978.625000 Penalty: 2713.736084
	Iteration 19Q: 3 clusters Score -482978.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -483005.312500 Penalty: 2713.736084
	Iteration 20F: 3 clusters Score -483005.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -483035.500000 Penalty: 2713.736084
	Iteration 21Q: 3 clusters Score -483035.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -483064.750000 Penalty: 2713.736084
	Iteration 22Q: 3 clusters Score -483064.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -483091.406250 Penalty: 2713.736084
	Iteration 23Q: 3 clusters Score -483091.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -483114.031250 Penalty: 2713.736084
	Iteration 24Q: 3 clusters Score -483114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -483129.250000 Penalty: 2713.736084
	Iteration 25Q: 3 clusters Score -483129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -483148.000000 Penalty: 2713.736084
	Iteration 26Q: 3 clusters Score -483148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -483163.343750 Penalty: 2713.736084
	Iteration 27Q: 3 clusters Score -483163.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -483178.843750 Penalty: 2713.736084
	Iteration 28Q: 3 clusters Score -483178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -483186.281250 Penalty: 2713.736084
	Iteration 29Q: 3 clusters Score -483186.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -483198.656250 Penalty: 2713.736084
	Iteration 30Q: 3 clusters Score -483198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -483213.250000 Penalty: 2713.736084
	Iteration 31Q: 3 clusters Score -483213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -483227.906250 Penalty: 2713.736084
	Iteration 32Q: 3 clusters Score -483227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -483241.718750 Penalty: 2713.736084
	Iteration 33Q: 3 clusters Score -483241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -483249.718750 Penalty: 2713.736084
	Iteration 34Q: 3 clusters Score -483249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -483255.812500 Penalty: 2713.736084
	Iteration 35Q: 3 clusters Score -483255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -483260.312500 Penalty: 2713.736084
	Iteration 36Q: 3 clusters Score -483260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -483266.906250 Penalty: 2713.736084
	Iteration 37Q: 3 clusters Score -483266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -483273.562500 Penalty: 2713.736084
	Iteration 38Q: 3 clusters Score -483273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -483277.593750 Penalty: 2713.736084
	Iteration 39Q: 3 clusters Score -483277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -483278.625000 Penalty: 2713.736084
	Iteration 40F: 3 clusters Score -483278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -483279.187500 Penalty: 2713.736084
	Iteration 41Q: 3 clusters Score -483279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -483280.250000 Penalty: 2713.736084
	Iteration 42Q: 3 clusters Score -483280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -483280.218750 Penalty: 2713.736084
	Iteration 43Q: 3 clusters Score -483280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -483281.125000 Penalty: 2713.736084
	Iteration 44Q: 3 clusters Score -483281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -483281.125000 Penalty: 2713.736084
	Iteration 45F: 3 clusters Score -483281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17892 members 
Mstep: Class 3 contains 24218 members 
Mstep: Class 4 contains 20154 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 134826 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433570.000000 Penalty: 34291.625000
Iteration 239Q: 18 clusters Score -2.943357e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 20168 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5920 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 134836 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433630.000000 Penalty: 34291.625000
Iteration 240F: 18 clusters Score -2.943363e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 134836 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433648.000000 Penalty: 34291.625000
Iteration 241Q: 18 clusters Score -2.943365e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 24189 members 
Mstep: Class 4 contains 20200 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5923 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 134827 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433582.000000 Penalty: 34291.625000
Iteration 242Q: 18 clusters Score -2.943358e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17901 members 
Mstep: Class 3 contains 24172 members 
Mstep: Class 4 contains 20217 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 134827 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11407 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433668.000000 Penalty: 34291.625000
Iteration 243Q: 18 clusters Score -2.943367e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17910 members 
Mstep: Class 3 contains 24139 members 
Mstep: Class 4 contains 20234 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 134830 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433658.000000 Penalty: 34291.625000
Iteration 244Q: 18 clusters Score -2.943366e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 24109 members 
Mstep: Class 4 contains 20251 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 134829 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433696.000000 Penalty: 34291.625000
Iteration 245Q: 18 clusters Score -2.94337e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17914 members 
Mstep: Class 3 contains 24058 members 
Mstep: Class 4 contains 20267 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 134865 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433704.000000 Penalty: 34291.625000
Iteration 246Q: 18 clusters Score -2.94337e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17910 members 
Mstep: Class 3 contains 24012 members 
Mstep: Class 4 contains 20281 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 134903 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433716.000000 Penalty: 34291.625000
Iteration 247Q: 18 clusters Score -2.943372e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 17899 members 
Mstep: Class 3 contains 23955 members 
Mstep: Class 4 contains 20301 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 134942 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11423 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433704.000000 Penalty: 34291.625000
Iteration 248Q: 18 clusters Score -2.94337e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 20316 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 134973 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11427 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433780.000000 Penalty: 34291.625000
Iteration 249Q: 18 clusters Score -2.943378e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17878 members 
Mstep: Class 3 contains 23869 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5929 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 134994 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11431 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433750.000000 Penalty: 34291.625000
Iteration 250Q: 18 clusters Score -2.943375e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17861 members 
Mstep: Class 3 contains 23832 members 
Mstep: Class 4 contains 20364 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 135027 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433734.000000 Penalty: 34291.625000
Iteration 251Q: 18 clusters Score -2.943373e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17842 members 
Mstep: Class 3 contains 23778 members 
Mstep: Class 4 contains 20385 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 135069 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433774.000000 Penalty: 34291.625000
Iteration 252Q: 18 clusters Score -2.943377e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17826 members 
Mstep: Class 3 contains 23743 members 
Mstep: Class 4 contains 20409 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 5931 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 135084 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433794.000000 Penalty: 34291.625000
Iteration 253Q: 18 clusters Score -2.943379e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 17818 members 
Mstep: Class 3 contains 23717 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 135099 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433760.000000 Penalty: 34291.625000
Iteration 254Q: 18 clusters Score -2.943376e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17811 members 
Mstep: Class 3 contains 23700 members 
Mstep: Class 4 contains 20440 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 135097 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11441 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433776.000000 Penalty: 34291.625000
Iteration 255Q: 18 clusters Score -2.943378e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 17803 members 
Mstep: Class 3 contains 23666 members 
Mstep: Class 4 contains 20463 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 135097 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11445 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433798.000000 Penalty: 34291.625000
Iteration 256Q: 18 clusters Score -2.94338e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17790 members 
Mstep: Class 3 contains 23651 members 
Mstep: Class 4 contains 20487 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 135077 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433794.000000 Penalty: 34291.625000
Iteration 257Q: 18 clusters Score -2.943379e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 17780 members 
Mstep: Class 3 contains 23640 members 
Mstep: Class 4 contains 20524 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5941 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 135041 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433820.000000 Penalty: 34291.625000
Iteration 258Q: 18 clusters Score -2.943382e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 23625 members 
Mstep: Class 4 contains 20556 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5944 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 135032 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433866.000000 Penalty: 34291.625000
Iteration 259Q: 18 clusters Score -2.943387e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17749 members 
Mstep: Class 3 contains 23613 members 
Mstep: Class 4 contains 20580 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 135020 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433868.000000 Penalty: 34291.625000
Iteration 260F: 18 clusters Score -2.943387e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 17736 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 20606 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 134998 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433848.000000 Penalty: 34291.625000
Iteration 261Q: 18 clusters Score -2.943385e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 23631 members 
Mstep: Class 4 contains 20622 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5959 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 134970 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433886.000000 Penalty: 34291.625000
Iteration 262Q: 18 clusters Score -2.943389e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17717 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 20643 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 134945 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433936.000000 Penalty: 34291.625000
Iteration 263Q: 18 clusters Score -2.943394e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17717 members 
Mstep: Class 3 contains 23653 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134904 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433946.000000 Penalty: 34291.625000
Iteration 264Q: 18 clusters Score -2.943395e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 17720 members 
Mstep: Class 3 contains 23653 members 
Mstep: Class 4 contains 20684 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 5977 members 
Mstep: Class 9 contains 5685 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134871 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11454 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433886.000000 Penalty: 34291.625000
Iteration 265Q: 18 clusters Score -2.943389e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 17716 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 20703 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 5987 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134862 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11454 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433924.000000 Penalty: 34291.625000
Iteration 266Q: 18 clusters Score -2.943392e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 17720 members 
Mstep: Class 3 contains 23626 members 
Mstep: Class 4 contains 20715 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 5995 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134853 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433902.000000 Penalty: 34291.625000
Iteration 267Q: 18 clusters Score -2.94339e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 17720 members 
Mstep: Class 3 contains 23608 members 
Mstep: Class 4 contains 20728 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134854 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433918.000000 Penalty: 34291.625000
Iteration 268Q: 18 clusters Score -2.943392e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17718 members 
Mstep: Class 3 contains 23591 members 
Mstep: Class 4 contains 20741 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134852 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433918.000000 Penalty: 34291.625000
Iteration 269Q: 18 clusters Score -2.943392e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17717 members 
Mstep: Class 3 contains 23550 members 
Mstep: Class 4 contains 20756 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 134872 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433954.000000 Penalty: 34291.625000
Iteration 270Q: 18 clusters Score -2.943395e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 23509 members 
Mstep: Class 4 contains 20762 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 134900 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433954.000000 Penalty: 34291.625000
Iteration 271Q: 18 clusters Score -2.943395e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 20771 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 134912 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433972.000000 Penalty: 34291.625000
Iteration 272Q: 18 clusters Score -2.943397e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17715 members 
Mstep: Class 3 contains 23447 members 
Mstep: Class 4 contains 20786 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 134926 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433976.000000 Penalty: 34291.625000
Iteration 273Q: 18 clusters Score -2.943398e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17710 members 
Mstep: Class 3 contains 23411 members 
Mstep: Class 4 contains 20809 members 
Mstep: Class 5 contains 4354 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 134937 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433958.000000 Penalty: 34291.625000
Iteration 274Q: 18 clusters Score -2.943396e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17703 members 
Mstep: Class 3 contains 23396 members 
Mstep: Class 4 contains 20833 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6013 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 134921 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434010.000000 Penalty: 34291.625000
Iteration 275Q: 18 clusters Score -2.943401e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 20860 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 134908 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11460 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434032.000000 Penalty: 34291.625000
Iteration 276Q: 18 clusters Score -2.943403e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 17693 members 
Mstep: Class 3 contains 23353 members 
Mstep: Class 4 contains 20882 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6012 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 134907 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434022.000000 Penalty: 34291.625000
Iteration 277Q: 18 clusters Score -2.943402e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17687 members 
Mstep: Class 3 contains 23328 members 
Mstep: Class 4 contains 20905 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 134902 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434010.000000 Penalty: 34291.625000
Iteration 278Q: 18 clusters Score -2.943401e+07 nChanged 190
Entering ConstructFrom: 
Score: -29434010.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -1201004.625000 Penalty: 1491.227295
	Iteration 0F: 2 clusters Score -1201005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1194054.625000 Penalty: 2982.454590
	Iteration 0F: 3 clusters Score -1194055 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1196382.625000 Penalty: 2982.454590
	Iteration 1F: 3 clusters Score -1196383 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1196590.000000 Penalty: 2982.454590
	Iteration 2F: 3 clusters Score -1196590 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1196744.500000 Penalty: 2982.454590
	Iteration 3Q: 3 clusters Score -1196744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1196844.500000 Penalty: 2982.454590
	Iteration 4Q: 3 clusters Score -1196844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1196930.500000 Penalty: 2982.454590
	Iteration 5Q: 3 clusters Score -1196930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1197025.875000 Penalty: 2982.454590
	Iteration 6Q: 3 clusters Score -1197026 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1197140.000000 Penalty: 2982.454590
	Iteration 7Q: 3 clusters Score -1197140 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1197277.500000 Penalty: 2982.454590
	Iteration 8Q: 3 clusters Score -1197278 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1197448.375000 Penalty: 2982.454590
	Iteration 9Q: 3 clusters Score -1197448 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1197659.750000 Penalty: 2982.454590
	Iteration 10Q: 3 clusters Score -1197660 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1197924.125000 Penalty: 2982.454590
	Iteration 11Q: 3 clusters Score -1197924 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1198170.000000 Penalty: 2982.454590
	Iteration 12Q: 3 clusters Score -1198170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1198405.875000 Penalty: 2982.454590
	Iteration 13Q: 3 clusters Score -1198406 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1198611.625000 Penalty: 2982.454590
	Iteration 14Q: 3 clusters Score -1198612 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1198793.750000 Penalty: 2982.454590
	Iteration 15Q: 3 clusters Score -1198794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1198956.750000 Penalty: 2982.454590
	Iteration 16Q: 3 clusters Score -1198957 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1199102.750000 Penalty: 2982.454590
	Iteration 17Q: 3 clusters Score -1199103 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1199230.750000 Penalty: 2982.454590
	Iteration 18Q: 3 clusters Score -1199231 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1199333.625000 Penalty: 2982.454590
	Iteration 19Q: 3 clusters Score -1199334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1199424.625000 Penalty: 2982.454590
	Iteration 20F: 3 clusters Score -1199425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1199492.000000 Penalty: 2982.454590
	Iteration 21Q: 3 clusters Score -1199492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1199545.750000 Penalty: 2982.454590
	Iteration 22Q: 3 clusters Score -1199546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1199591.125000 Penalty: 2982.454590
	Iteration 23Q: 3 clusters Score -1199591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1199622.750000 Penalty: 2982.454590
	Iteration 24Q: 3 clusters Score -1199623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1199641.750000 Penalty: 2982.454590
	Iteration 25Q: 3 clusters Score -1199642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1199661.500000 Penalty: 2982.454590
	Iteration 26Q: 3 clusters Score -1199662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1199679.625000 Penalty: 2982.454590
	Iteration 27Q: 3 clusters Score -1199680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1199709.500000 Penalty: 2982.454590
	Iteration 28Q: 3 clusters Score -1199710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1199731.250000 Penalty: 2982.454590
	Iteration 29Q: 3 clusters Score -1199731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1199744.250000 Penalty: 2982.454590
	Iteration 30Q: 3 clusters Score -1199744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1199749.625000 Penalty: 2982.454590
	Iteration 31Q: 3 clusters Score -1199750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1199752.750000 Penalty: 2982.454590
	Iteration 32Q: 3 clusters Score -1199753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1199754.875000 Penalty: 2982.454590
	Iteration 33Q: 3 clusters Score -1199755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1199754.875000 Penalty: 2982.454590
	Iteration 34F: 3 clusters Score -1199755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Entering Unmasked Estep 
Score: -2108071.750000 Penalty: 1589.253174
	Iteration 0F: 2 clusters Score -2108072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2096076.125000 Penalty: 3178.506348
	Iteration 0F: 3 clusters Score -2096076 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2100258.000000 Penalty: 3178.506348
	Iteration 1F: 3 clusters Score -2100258 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2100627.250000 Penalty: 3178.506348
	Iteration 2F: 3 clusters Score -2100627 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2100978.250000 Penalty: 3178.506348
	Iteration 3Q: 3 clusters Score -2100978 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2101368.000000 Penalty: 3178.506348
	Iteration 4Q: 3 clusters Score -2101368 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2101840.000000 Penalty: 3178.506348
	Iteration 5F: 3 clusters Score -2101840 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2102369.000000 Penalty: 3178.506348
	Iteration 6F: 3 clusters Score -2102369 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2103014.750000 Penalty: 3178.506348
	Iteration 7F: 3 clusters Score -2103015 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2103817.750000 Penalty: 3178.506348
	Iteration 8F: 3 clusters Score -2103818 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2104654.250000 Penalty: 3178.506348
	Iteration 9F: 3 clusters Score -2104654 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2105469.000000 Penalty: 3178.506348
	Iteration 10Q: 3 clusters Score -2105469 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2106069.750000 Penalty: 3178.506348
	Iteration 11Q: 3 clusters Score -2106070 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2106424.250000 Penalty: 3178.506348
	Iteration 12Q: 3 clusters Score -2106424 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2106655.250000 Penalty: 3178.506348
	Iteration 13Q: 3 clusters Score -2106655 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2106805.250000 Penalty: 3178.506348
	Iteration 14Q: 3 clusters Score -2106805 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2106905.250000 Penalty: 3178.506348
	Iteration 15Q: 3 clusters Score -2106905 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2106970.500000 Penalty: 3178.506348
	Iteration 16Q: 3 clusters Score -2106970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2107027.750000 Penalty: 3178.506348
	Iteration 17Q: 3 clusters Score -2107028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2107078.500000 Penalty: 3178.506348
	Iteration 18Q: 3 clusters Score -2107078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2107122.500000 Penalty: 3178.506348
	Iteration 19Q: 3 clusters Score -2107122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2107152.250000 Penalty: 3178.506348
	Iteration 20F: 3 clusters Score -2107152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2107176.250000 Penalty: 3178.506348
	Iteration 21Q: 3 clusters Score -2107176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2107189.500000 Penalty: 3178.506348
	Iteration 22Q: 3 clusters Score -2107190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2107207.250000 Penalty: 3178.506348
	Iteration 23Q: 3 clusters Score -2107207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2107221.750000 Penalty: 3178.506348
	Iteration 24Q: 3 clusters Score -2107222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2107225.250000 Penalty: 3178.506348
	Iteration 25Q: 3 clusters Score -2107225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2107229.250000 Penalty: 3178.506348
	Iteration 26Q: 3 clusters Score -2107229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2107240.250000 Penalty: 3178.506348
	Iteration 27Q: 3 clusters Score -2107240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2107245.250000 Penalty: 3178.506348
	Iteration 28Q: 3 clusters Score -2107245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2107250.000000 Penalty: 3178.506348
	Iteration 29Q: 3 clusters Score -2107250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2107251.500000 Penalty: 3178.506348
	Iteration 30Q: 3 clusters Score -2107252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2107258.250000 Penalty: 3178.506348
	Iteration 31Q: 3 clusters Score -2107258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2107257.250000 Penalty: 3178.506348
	Iteration 32Q: 3 clusters Score -2107257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2107260.500000 Penalty: 3178.506348
	Iteration 33Q: 3 clusters Score -2107260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2107262.250000 Penalty: 3178.506348
	Iteration 34Q: 3 clusters Score -2107262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2107263.250000 Penalty: 3178.506348
	Iteration 35Q: 3 clusters Score -2107263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2107263.250000 Penalty: 3178.506348
	Iteration 36F: 3 clusters Score -2107263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Entering Unmasked Estep 
Score: -2920429.000000 Penalty: 1634.092041
	Iteration 0F: 2 clusters Score -2920429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2905027.000000 Penalty: 3268.184082
	Iteration 0F: 3 clusters Score -2905027 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2910856.000000 Penalty: 3268.184082
	Iteration 1F: 3 clusters Score -2910856 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2911158.250000 Penalty: 3268.184082
	Iteration 2Q: 3 clusters Score -2911158 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2911414.000000 Penalty: 3268.184082
	Iteration 3Q: 3 clusters Score -2911414 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2911698.500000 Penalty: 3268.184082
	Iteration 4Q: 3 clusters Score -2911698 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2912059.500000 Penalty: 3268.184082
	Iteration 5Q: 3 clusters Score -2912060 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2912599.750000 Penalty: 3268.184082
	Iteration 6Q: 3 clusters Score -2912600 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2913284.250000 Penalty: 3268.184082
	Iteration 7F: 3 clusters Score -2913284 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2914185.500000 Penalty: 3268.184082
	Iteration 8F: 3 clusters Score -2914186 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2915313.750000 Penalty: 3268.184082
	Iteration 9F: 3 clusters Score -2915314 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2916501.500000 Penalty: 3268.184082
	Iteration 10F: 3 clusters Score -2916502 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2917494.250000 Penalty: 3268.184082
	Iteration 11F: 3 clusters Score -2917494 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2918166.500000 Penalty: 3268.184082
	Iteration 12Q: 3 clusters Score -2918166 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2918562.500000 Penalty: 3268.184082
	Iteration 13Q: 3 clusters Score -2918562 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2918767.000000 Penalty: 3268.184082
	Iteration 14Q: 3 clusters Score -2918767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2918889.250000 Penalty: 3268.184082
	Iteration 15Q: 3 clusters Score -2918889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2918932.500000 Penalty: 3268.184082
	Iteration 16Q: 3 clusters Score -2918932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2918973.000000 Penalty: 3268.184082
	Iteration 17Q: 3 clusters Score -2918973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2918994.750000 Penalty: 3268.184082
	Iteration 18Q: 3 clusters Score -2918995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2919006.750000 Penalty: 3268.184082
	Iteration 19Q: 3 clusters Score -2919007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2919020.000000 Penalty: 3268.184082
	Iteration 20F: 3 clusters Score -2919020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2919023.750000 Penalty: 3268.184082
	Iteration 21Q: 3 clusters Score -2919024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2919026.500000 Penalty: 3268.184082
	Iteration 22Q: 3 clusters Score -2919026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2919027.750000 Penalty: 3268.184082
	Iteration 23Q: 3 clusters Score -2919028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2919027.750000 Penalty: 3268.184082
	Iteration 24F: 3 clusters Score -2919028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Entering Unmasked Estep 
Score: -2527435.500000 Penalty: 1616.687012
	Iteration 0F: 2 clusters Score -2527436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2513239.250000 Penalty: 3233.374023
	Iteration 0F: 3 clusters Score -2513239 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2518431.750000 Penalty: 3233.374023
	Iteration 1F: 3 clusters Score -2518432 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2518925.000000 Penalty: 3233.374023
	Iteration 2F: 3 clusters Score -2518925 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2519503.250000 Penalty: 3233.374023
	Iteration 3F: 3 clusters Score -2519503 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2520222.000000 Penalty: 3233.374023
	Iteration 4F: 3 clusters Score -2520222 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2521113.750000 Penalty: 3233.374023
	Iteration 5F: 3 clusters Score -2521114 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2522102.000000 Penalty: 3233.374023
	Iteration 6F: 3 clusters Score -2522102 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2523007.750000 Penalty: 3233.374023
	Iteration 7F: 3 clusters Score -2523008 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2523714.250000 Penalty: 3233.374023
	Iteration 8F: 3 clusters Score -2523714 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2524212.250000 Penalty: 3233.374023
	Iteration 9Q: 3 clusters Score -2524212 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2524545.750000 Penalty: 3233.374023
	Iteration 10Q: 3 clusters Score -2524546 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2524717.000000 Penalty: 3233.374023
	Iteration 11Q: 3 clusters Score -2524717 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2524839.750000 Penalty: 3233.374023
	Iteration 12Q: 3 clusters Score -2524840 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2524901.000000 Penalty: 3233.374023
	Iteration 13Q: 3 clusters Score -2524901 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2524948.750000 Penalty: 3233.374023
	Iteration 14Q: 3 clusters Score -2524949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2524985.750000 Penalty: 3233.374023
	Iteration 15Q: 3 clusters Score -2524986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2525006.750000 Penalty: 3233.374023
	Iteration 16Q: 3 clusters Score -2525007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2525020.500000 Penalty: 3233.374023
	Iteration 17Q: 3 clusters Score -2525020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2525030.250000 Penalty: 3233.374023
	Iteration 18Q: 3 clusters Score -2525030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2525040.000000 Penalty: 3233.374023
	Iteration 19Q: 3 clusters Score -2525040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2525041.750000 Penalty: 3233.374023
	Iteration 20F: 3 clusters Score -2525042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2525049.250000 Penalty: 3233.374023
	Iteration 21Q: 3 clusters Score -2525049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2525052.250000 Penalty: 3233.374023
	Iteration 22Q: 3 clusters Score -2525052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2525058.500000 Penalty: 3233.374023
	Iteration 23Q: 3 clusters Score -2525058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2525063.500000 Penalty: 3233.374023
	Iteration 24Q: 3 clusters Score -2525064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2525060.250000 Penalty: 3233.374023
	Iteration 25Q: 3 clusters Score -2525060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2525068.500000 Penalty: 3233.374023
	Iteration 26Q: 3 clusters Score -2525068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2525073.000000 Penalty: 3233.374023
	Iteration 27Q: 3 clusters Score -2525073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2525083.000000 Penalty: 3233.374023
	Iteration 28Q: 3 clusters Score -2525083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2525080.500000 Penalty: 3233.374023
	Iteration 29Q: 3 clusters Score -2525080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2525081.000000 Penalty: 3233.374023
	Iteration 30Q: 3 clusters Score -2525081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2525083.500000 Penalty: 3233.374023
	Iteration 31Q: 3 clusters Score -2525084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2525082.000000 Penalty: 3233.374023
	Iteration 32Q: 3 clusters Score -2525082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2525075.500000 Penalty: 3233.374023
	Iteration 33Q: 3 clusters Score -2525076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2525083.500000 Penalty: 3233.374023
	Iteration 34Q: 3 clusters Score -2525084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2525085.250000 Penalty: 3233.374023
	Iteration 35Q: 3 clusters Score -2525085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2525086.500000 Penalty: 3233.374023
	Iteration 36Q: 3 clusters Score -2525086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2525086.000000 Penalty: 3233.374023
	Iteration 37Q: 3 clusters Score -2525086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2525087.500000 Penalty: 3233.374023
	Iteration 38Q: 3 clusters Score -2525088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2525087.000000 Penalty: 3233.374023
	Iteration 39Q: 3 clusters Score -2525087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2525089.250000 Penalty: 3233.374023
	Iteration 40F: 3 clusters Score -2525089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2525090.500000 Penalty: 3233.374023
	Iteration 41Q: 3 clusters Score -2525090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2525093.500000 Penalty: 3233.374023
	Iteration 42Q: 3 clusters Score -2525094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2525092.750000 Penalty: 3233.374023
	Iteration 43Q: 3 clusters Score -2525093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2525093.750000 Penalty: 3233.374023
	Iteration 44Q: 3 clusters Score -2525094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2525094.000000 Penalty: 3233.374023
	Iteration 45Q: 3 clusters Score -2525094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2525092.750000 Penalty: 3233.374023
	Iteration 46Q: 3 clusters Score -2525093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2525090.250000 Penalty: 3233.374023
	Iteration 47Q: 3 clusters Score -2525090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2525089.000000 Penalty: 3233.374023
	Iteration 48Q: 3 clusters Score -2525089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2525089.500000 Penalty: 3233.374023
	Iteration 49Q: 3 clusters Score -2525090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2525089.500000 Penalty: 3233.374023
	Iteration 50F: 3 clusters Score -2525090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -546932.500000 Penalty: 1363.086182
	Iteration 0F: 2 clusters Score -546932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -543340.062500 Penalty: 2726.172363
	Iteration 0F: 3 clusters Score -543340.1 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -544208.687500 Penalty: 2726.172363
	Iteration 1F: 3 clusters Score -544208.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -544351.875000 Penalty: 2726.172363
	Iteration 2F: 3 clusters Score -544351.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -544430.812500 Penalty: 2726.172363
	Iteration 3Q: 3 clusters Score -544430.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -544487.250000 Penalty: 2726.172363
	Iteration 4Q: 3 clusters Score -544487.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -544546.312500 Penalty: 2726.172363
	Iteration 5Q: 3 clusters Score -544546.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -544600.937500 Penalty: 2726.172363
	Iteration 6Q: 3 clusters Score -544600.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -544660.937500 Penalty: 2726.172363
	Iteration 7Q: 3 clusters Score -544660.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -544723.750000 Penalty: 2726.172363
	Iteration 8Q: 3 clusters Score -544723.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -544807.312500 Penalty: 2726.172363
	Iteration 9Q: 3 clusters Score -544807.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -544905.125000 Penalty: 2726.172363
	Iteration 10Q: 3 clusters Score -544905.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -545007.062500 Penalty: 2726.172363
	Iteration 11Q: 3 clusters Score -545007.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -545122.687500 Penalty: 2726.172363
	Iteration 12Q: 3 clusters Score -545122.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -545222.187500 Penalty: 2726.172363
	Iteration 13Q: 3 clusters Score -545222.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -545313.312500 Penalty: 2726.172363
	Iteration 14Q: 3 clusters Score -545313.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -545410.500000 Penalty: 2726.172363
	Iteration 15Q: 3 clusters Score -545410.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -545511.312500 Penalty: 2726.172363
	Iteration 16Q: 3 clusters Score -545511.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -545582.312500 Penalty: 2726.172363
	Iteration 17Q: 3 clusters Score -545582.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -545642.687500 Penalty: 2726.172363
	Iteration 18Q: 3 clusters Score -545642.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -545673.812500 Penalty: 2726.172363
	Iteration 19Q: 3 clusters Score -545673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -545695.375000 Penalty: 2726.172363
	Iteration 20F: 3 clusters Score -545695.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -545713.750000 Penalty: 2726.172363
	Iteration 21Q: 3 clusters Score -545713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -545730.500000 Penalty: 2726.172363
	Iteration 22Q: 3 clusters Score -545730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -545747.312500 Penalty: 2726.172363
	Iteration 23Q: 3 clusters Score -545747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -545754.625000 Penalty: 2726.172363
	Iteration 24Q: 3 clusters Score -545754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -545761.250000 Penalty: 2726.172363
	Iteration 25Q: 3 clusters Score -545761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -545766.500000 Penalty: 2726.172363
	Iteration 26Q: 3 clusters Score -545766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -545768.312500 Penalty: 2726.172363
	Iteration 27Q: 3 clusters Score -545768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -545771.187500 Penalty: 2726.172363
	Iteration 28Q: 3 clusters Score -545771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -545771.812500 Penalty: 2726.172363
	Iteration 29Q: 3 clusters Score -545771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -545771.812500 Penalty: 2726.172363
	Iteration 30F: 3 clusters Score -545771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15511.412109 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15511.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15524.830078 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15524.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -15535.492188 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15535.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -15541.280273 Penalty: 1515.617798
	Iteration 3Q: 3 clusters Score -15541.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -15544.669922 Penalty: 1515.617798
	Iteration 4Q: 3 clusters Score -15544.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -15544.669922 Penalty: 1515.617798
	Iteration 5F: 3 clusters Score -15544.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -437356.562500 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -437356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -434245.531250 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -434245.5 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435118.750000 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -435118.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -435297.718750 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -435297.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -435434.625000 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -435434.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -435540.187500 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -435540.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -435615.843750 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -435615.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -435684.125000 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -435684.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -435741.156250 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -435741.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -435787.187500 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -435787.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -435824.281250 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -435824.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -435852.062500 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -435852.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -435875.468750 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -435875.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435890.812500 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -435890.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -435903.156250 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -435903.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -435912.875000 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -435912.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -435919.750000 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -435919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -435923.812500 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -435923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -435928.031250 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -435928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -435932.406250 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -435932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -435938.000000 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -435938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -435944.906250 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -435944.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -435956.437500 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -435956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -435966.750000 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -435966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -435972.250000 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -435972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -435978.250000 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -435978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -435988.468750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -435988.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -435998.281250 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -435998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -436008.125000 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -436008.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -436015.843750 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -436015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -436023.187500 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -436023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -436026.843750 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -436026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -436030.156250 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -436030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -436036.593750 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -436036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -436044.343750 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -436044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -436049.031250 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -436049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -436053.593750 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -436053.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -436061.468750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -436061.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -436068.406250 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -436068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -436077.625000 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -436077.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -436083.406250 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -436083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -436091.000000 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -436091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -436096.156250 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -436096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -436101.031250 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -436101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -436103.218750 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -436103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -436104.562500 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -436104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -436105.875000 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -436105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -436107.531250 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -436107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -436108.062500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -436108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -436107.531250 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -436107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -436107.531250 Penalty: 2662.585449
	Iteration 49F: 3 clusters Score -436107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -746732.250000 Penalty: 1414.103882
	Iteration 0F: 2 clusters Score -746732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -742131.750000 Penalty: 2828.207764
	Iteration 0F: 3 clusters Score -742131.8 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -743467.750000 Penalty: 2828.207764
	Iteration 1F: 3 clusters Score -743467.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -743650.562500 Penalty: 2828.207764
	Iteration 2F: 3 clusters Score -743650.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -743788.312500 Penalty: 2828.207764
	Iteration 3Q: 3 clusters Score -743788.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -743897.375000 Penalty: 2828.207764
	Iteration 4Q: 3 clusters Score -743897.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -743984.937500 Penalty: 2828.207764
	Iteration 5Q: 3 clusters Score -743984.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -744065.937500 Penalty: 2828.207764
	Iteration 6Q: 3 clusters Score -744065.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -744141.000000 Penalty: 2828.207764
	Iteration 7Q: 3 clusters Score -744141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -744231.375000 Penalty: 2828.207764
	Iteration 8Q: 3 clusters Score -744231.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -744326.562500 Penalty: 2828.207764
	Iteration 9Q: 3 clusters Score -744326.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -744431.375000 Penalty: 2828.207764
	Iteration 10Q: 3 clusters Score -744431.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -744533.000000 Penalty: 2828.207764
	Iteration 11Q: 3 clusters Score -744533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -744634.437500 Penalty: 2828.207764
	Iteration 12Q: 3 clusters Score -744634.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -744738.937500 Penalty: 2828.207764
	Iteration 13Q: 3 clusters Score -744738.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -744835.937500 Penalty: 2828.207764
	Iteration 14Q: 3 clusters Score -744835.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -744915.500000 Penalty: 2828.207764
	Iteration 15Q: 3 clusters Score -744915.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -744987.312500 Penalty: 2828.207764
	Iteration 16Q: 3 clusters Score -744987.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -745044.500000 Penalty: 2828.207764
	Iteration 17Q: 3 clusters Score -745044.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -745099.750000 Penalty: 2828.207764
	Iteration 18Q: 3 clusters Score -745099.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -745135.437500 Penalty: 2828.207764
	Iteration 19Q: 3 clusters Score -745135.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -745165.125000 Penalty: 2828.207764
	Iteration 20F: 3 clusters Score -745165.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -745193.375000 Penalty: 2828.207764
	Iteration 21Q: 3 clusters Score -745193.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -745208.250000 Penalty: 2828.207764
	Iteration 22Q: 3 clusters Score -745208.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -745222.687500 Penalty: 2828.207764
	Iteration 23Q: 3 clusters Score -745222.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -745239.062500 Penalty: 2828.207764
	Iteration 24Q: 3 clusters Score -745239.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -745249.750000 Penalty: 2828.207764
	Iteration 25Q: 3 clusters Score -745249.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -745261.312500 Penalty: 2828.207764
	Iteration 26Q: 3 clusters Score -745261.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -745272.500000 Penalty: 2828.207764
	Iteration 27Q: 3 clusters Score -745272.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -745288.312500 Penalty: 2828.207764
	Iteration 28Q: 3 clusters Score -745288.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -745302.562500 Penalty: 2828.207764
	Iteration 29Q: 3 clusters Score -745302.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -745309.750000 Penalty: 2828.207764
	Iteration 30Q: 3 clusters Score -745309.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -745318.437500 Penalty: 2828.207764
	Iteration 31Q: 3 clusters Score -745318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -745322.000000 Penalty: 2828.207764
	Iteration 32Q: 3 clusters Score -745322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -745328.000000 Penalty: 2828.207764
	Iteration 33Q: 3 clusters Score -745328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -745331.812500 Penalty: 2828.207764
	Iteration 34Q: 3 clusters Score -745331.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -745336.500000 Penalty: 2828.207764
	Iteration 35Q: 3 clusters Score -745336.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -745339.875000 Penalty: 2828.207764
	Iteration 36Q: 3 clusters Score -745339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -745342.625000 Penalty: 2828.207764
	Iteration 37Q: 3 clusters Score -745342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -745342.812500 Penalty: 2828.207764
	Iteration 38Q: 3 clusters Score -745342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -745343.437500 Penalty: 2828.207764
	Iteration 39Q: 3 clusters Score -745343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -745343.125000 Penalty: 2828.207764
	Iteration 40F: 3 clusters Score -745343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -668505.750000 Penalty: 1404.764893
	Iteration 0F: 2 clusters Score -668505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -664095.875000 Penalty: 2809.529785
	Iteration 0F: 3 clusters Score -664095.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -665293.625000 Penalty: 2809.529785
	Iteration 1F: 3 clusters Score -665293.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -665430.375000 Penalty: 2809.529785
	Iteration 2F: 3 clusters Score -665430.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -665523.250000 Penalty: 2809.529785
	Iteration 3Q: 3 clusters Score -665523.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -665594.875000 Penalty: 2809.529785
	Iteration 4Q: 3 clusters Score -665594.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -665658.500000 Penalty: 2809.529785
	Iteration 5Q: 3 clusters Score -665658.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -665726.812500 Penalty: 2809.529785
	Iteration 6Q: 3 clusters Score -665726.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -665794.812500 Penalty: 2809.529785
	Iteration 7Q: 3 clusters Score -665794.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -665866.687500 Penalty: 2809.529785
	Iteration 8Q: 3 clusters Score -665866.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -665943.812500 Penalty: 2809.529785
	Iteration 9Q: 3 clusters Score -665943.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -666024.500000 Penalty: 2809.529785
	Iteration 10Q: 3 clusters Score -666024.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -666103.375000 Penalty: 2809.529785
	Iteration 11Q: 3 clusters Score -666103.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -666164.937500 Penalty: 2809.529785
	Iteration 12Q: 3 clusters Score -666164.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -666225.812500 Penalty: 2809.529785
	Iteration 13Q: 3 clusters Score -666225.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -666277.250000 Penalty: 2809.529785
	Iteration 14Q: 3 clusters Score -666277.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -666314.875000 Penalty: 2809.529785
	Iteration 15Q: 3 clusters Score -666314.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -666347.500000 Penalty: 2809.529785
	Iteration 16Q: 3 clusters Score -666347.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666367.812500 Penalty: 2809.529785
	Iteration 17Q: 3 clusters Score -666367.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -666390.000000 Penalty: 2809.529785
	Iteration 18Q: 3 clusters Score -666390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -666410.625000 Penalty: 2809.529785
	Iteration 19Q: 3 clusters Score -666410.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -666429.125000 Penalty: 2809.529785
	Iteration 20F: 3 clusters Score -666429.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666447.312500 Penalty: 2809.529785
	Iteration 21Q: 3 clusters Score -666447.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -666470.125000 Penalty: 2809.529785
	Iteration 22Q: 3 clusters Score -666470.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666486.875000 Penalty: 2809.529785
	Iteration 23Q: 3 clusters Score -666486.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -666509.812500 Penalty: 2809.529785
	Iteration 24Q: 3 clusters Score -666509.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -666532.500000 Penalty: 2809.529785
	Iteration 25Q: 3 clusters Score -666532.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666552.687500 Penalty: 2809.529785
	Iteration 26Q: 3 clusters Score -666552.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -666570.937500 Penalty: 2809.529785
	Iteration 27Q: 3 clusters Score -666570.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -666589.875000 Penalty: 2809.529785
	Iteration 28Q: 3 clusters Score -666589.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -666605.625000 Penalty: 2809.529785
	Iteration 29Q: 3 clusters Score -666605.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -666627.000000 Penalty: 2809.529785
	Iteration 30Q: 3 clusters Score -666627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -666652.500000 Penalty: 2809.529785
	Iteration 31Q: 3 clusters Score -666652.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -666677.562500 Penalty: 2809.529785
	Iteration 32Q: 3 clusters Score -666677.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -666698.187500 Penalty: 2809.529785
	Iteration 33Q: 3 clusters Score -666698.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -666723.625000 Penalty: 2809.529785
	Iteration 34Q: 3 clusters Score -666723.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -666739.500000 Penalty: 2809.529785
	Iteration 35Q: 3 clusters Score -666739.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -666751.437500 Penalty: 2809.529785
	Iteration 36Q: 3 clusters Score -666751.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -666765.312500 Penalty: 2809.529785
	Iteration 37Q: 3 clusters Score -666765.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -666777.250000 Penalty: 2809.529785
	Iteration 38Q: 3 clusters Score -666777.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -666784.875000 Penalty: 2809.529785
	Iteration 39Q: 3 clusters Score -666784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -666793.125000 Penalty: 2809.529785
	Iteration 40F: 3 clusters Score -666793.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -666803.062500 Penalty: 2809.529785
	Iteration 41Q: 3 clusters Score -666803.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -666808.500000 Penalty: 2809.529785
	Iteration 42Q: 3 clusters Score -666808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -666813.750000 Penalty: 2809.529785
	Iteration 43Q: 3 clusters Score -666813.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -666818.812500 Penalty: 2809.529785
	Iteration 44Q: 3 clusters Score -666818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -666826.375000 Penalty: 2809.529785
	Iteration 45Q: 3 clusters Score -666826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -666832.625000 Penalty: 2809.529785
	Iteration 46Q: 3 clusters Score -666832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -666833.187500 Penalty: 2809.529785
	Iteration 47Q: 3 clusters Score -666833.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -666836.187500 Penalty: 2809.529785
	Iteration 48Q: 3 clusters Score -666836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -666838.187500 Penalty: 2809.529785
	Iteration 49Q: 3 clusters Score -666838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -666839.812500 Penalty: 2809.529785
	Iteration 50Q: 3 clusters Score -666839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -666843.000000 Penalty: 2809.529785
	Iteration 51Q: 3 clusters Score -666843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -666844.875000 Penalty: 2809.529785
	Iteration 52Q: 3 clusters Score -666844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -666848.937500 Penalty: 2809.529785
	Iteration 53Q: 3 clusters Score -666848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -666849.875000 Penalty: 2809.529785
	Iteration 54Q: 3 clusters Score -666849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -666852.125000 Penalty: 2809.529785
	Iteration 55Q: 3 clusters Score -666852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666854.687500 Penalty: 2809.529785
	Iteration 56Q: 3 clusters Score -666854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666854.625000 Penalty: 2809.529785
	Iteration 57Q: 3 clusters Score -666854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -666857.875000 Penalty: 2809.529785
	Iteration 58Q: 3 clusters Score -666857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -666859.812500 Penalty: 2809.529785
	Iteration 59Q: 3 clusters Score -666859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -666861.437500 Penalty: 2809.529785
	Iteration 60F: 3 clusters Score -666861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -666865.250000 Penalty: 2809.529785
	Iteration 61Q: 3 clusters Score -666865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -666865.375000 Penalty: 2809.529785
	Iteration 62Q: 3 clusters Score -666865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -666865.187500 Penalty: 2809.529785
	Iteration 63Q: 3 clusters Score -666865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -666866.500000 Penalty: 2809.529785
	Iteration 64Q: 3 clusters Score -666866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -666867.187500 Penalty: 2809.529785
	Iteration 65Q: 3 clusters Score -666867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -666869.375000 Penalty: 2809.529785
	Iteration 66Q: 3 clusters Score -666869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -666870.000000 Penalty: 2809.529785
	Iteration 67Q: 3 clusters Score -666870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -666869.937500 Penalty: 2809.529785
	Iteration 68Q: 3 clusters Score -666869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -666872.312500 Penalty: 2809.529785
	Iteration 69Q: 3 clusters Score -666872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -666873.250000 Penalty: 2809.529785
	Iteration 70Q: 3 clusters Score -666873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666873.500000 Penalty: 2809.529785
	Iteration 71Q: 3 clusters Score -666873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666873.937500 Penalty: 2809.529785
	Iteration 72Q: 3 clusters Score -666873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -666875.312500 Penalty: 2809.529785
	Iteration 73Q: 3 clusters Score -666875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -666877.062500 Penalty: 2809.529785
	Iteration 74Q: 3 clusters Score -666877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -666876.625000 Penalty: 2809.529785
	Iteration 75Q: 3 clusters Score -666876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666877.812500 Penalty: 2809.529785
	Iteration 76Q: 3 clusters Score -666877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -666878.500000 Penalty: 2809.529785
	Iteration 77Q: 3 clusters Score -666878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666878.687500 Penalty: 2809.529785
	Iteration 78Q: 3 clusters Score -666878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -666880.312500 Penalty: 2809.529785
	Iteration 79Q: 3 clusters Score -666880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -666880.250000 Penalty: 2809.529785
	Iteration 80F: 3 clusters Score -666880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666880.437500 Penalty: 2809.529785
	Iteration 81Q: 3 clusters Score -666880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666880.062500 Penalty: 2809.529785
	Iteration 82Q: 3 clusters Score -666880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666880.812500 Penalty: 2809.529785
	Iteration 83Q: 3 clusters Score -666880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -666881.500000 Penalty: 2809.529785
	Iteration 84Q: 3 clusters Score -666881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -666881.750000 Penalty: 2809.529785
	Iteration 85Q: 3 clusters Score -666881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666882.375000 Penalty: 2809.529785
	Iteration 86Q: 3 clusters Score -666882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666882.562500 Penalty: 2809.529785
	Iteration 87Q: 3 clusters Score -666882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -666882.187500 Penalty: 2809.529785
	Iteration 88Q: 3 clusters Score -666882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666883.062500 Penalty: 2809.529785
	Iteration 89Q: 3 clusters Score -666883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666883.125000 Penalty: 2809.529785
	Iteration 90Q: 3 clusters Score -666883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666883.125000 Penalty: 2809.529785
	Iteration 91F: 3 clusters Score -666883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -168256.921875 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -168256.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166525.812500 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -166525.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166862.000000 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -166862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166944.281250 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -166944.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166985.453125 Penalty: 2369.566650
	Iteration 3Q: 3 clusters Score -166985.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167013.500000 Penalty: 2369.566650
	Iteration 4Q: 3 clusters Score -167013.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -167033.500000 Penalty: 2369.566650
	Iteration 5Q: 3 clusters Score -167033.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -167058.687500 Penalty: 2369.566650
	Iteration 6Q: 3 clusters Score -167058.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -167080.171875 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -167080.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -167101.609375 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -167101.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -167127.531250 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -167127.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -167152.453125 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -167152.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -167173.062500 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -167173.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -167187.203125 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -167187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -167194.484375 Penalty: 2369.566650
	Iteration 13Q: 3 clusters Score -167194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -167201.671875 Penalty: 2369.566650
	Iteration 14Q: 3 clusters Score -167201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -167206.187500 Penalty: 2369.566650
	Iteration 15Q: 3 clusters Score -167206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -167209.015625 Penalty: 2369.566650
	Iteration 16Q: 3 clusters Score -167209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167211.453125 Penalty: 2369.566650
	Iteration 17Q: 3 clusters Score -167211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -167213.187500 Penalty: 2369.566650
	Iteration 18Q: 3 clusters Score -167213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167216.750000 Penalty: 2369.566650
	Iteration 19Q: 3 clusters Score -167216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -167221.468750 Penalty: 2369.566650
	Iteration 20F: 3 clusters Score -167221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -167227.140625 Penalty: 2369.566650
	Iteration 21Q: 3 clusters Score -167227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -167234.421875 Penalty: 2369.566650
	Iteration 22Q: 3 clusters Score -167234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -167237.281250 Penalty: 2369.566650
	Iteration 23Q: 3 clusters Score -167237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -167237.812500 Penalty: 2369.566650
	Iteration 24Q: 3 clusters Score -167237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -167240.281250 Penalty: 2369.566650
	Iteration 25Q: 3 clusters Score -167240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -167247.593750 Penalty: 2369.566650
	Iteration 26Q: 3 clusters Score -167247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -167252.343750 Penalty: 2369.566650
	Iteration 27Q: 3 clusters Score -167252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -167257.093750 Penalty: 2369.566650
	Iteration 28Q: 3 clusters Score -167257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167257.421875 Penalty: 2369.566650
	Iteration 29Q: 3 clusters Score -167257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167257.421875 Penalty: 2369.566650
	Iteration 30F: 3 clusters Score -167257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -183253.250000 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -183253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -181454.937500 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -181454.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181806.031250 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -181806 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181897.500000 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -181897.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181945.406250 Penalty: 2380.887451
	Iteration 3Q: 3 clusters Score -181945.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -181981.812500 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -181981.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -181996.328125 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -181996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182005.218750 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -182005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182013.015625 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -182013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182021.453125 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -182021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -182025.906250 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -182025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182028.843750 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -182028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -182028.843750 Penalty: 2380.887451
	Iteration 11F: 3 clusters Score -182028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (134912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Entering Unmasked Estep 
Score: -16320956.000000 Penalty: 1919.511475
	Iteration 0F: 2 clusters Score -1.632096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -16235541.000000 Penalty: 3839.022949
	Iteration 0F: 3 clusters Score -1.623554e+07 nChanged 64759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -16273403.000000 Penalty: 3839.022949
	Iteration 1F: 3 clusters Score -1.62734e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -16274225.000000 Penalty: 3839.022949
	Iteration 2Q: 3 clusters Score -1.627422e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -16275307.000000 Penalty: 3839.022949
	Iteration 3Q: 3 clusters Score -1.627531e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -16277158.000000 Penalty: 3839.022949
	Iteration 4Q: 3 clusters Score -1.627716e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -16280267.000000 Penalty: 3839.022949
	Iteration 5F: 3 clusters Score -1.628027e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -16285848.000000 Penalty: 3839.022949
	Iteration 6F: 3 clusters Score -1.628585e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -16294392.000000 Penalty: 3839.022949
	Iteration 7F: 3 clusters Score -1.629439e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -16304639.000000 Penalty: 3839.022949
	Iteration 8F: 3 clusters Score -1.630464e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -16312866.000000 Penalty: 3839.022949
	Iteration 9F: 3 clusters Score -1.631287e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -16317012.000000 Penalty: 3839.022949
	Iteration 10Q: 3 clusters Score -1.631701e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 134092 members 
Entering Unmasked Estep 
Score: -16318527.000000 Penalty: 3839.022949
	Iteration 11Q: 3 clusters Score -1.631853e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 134585 members 
Entering Unmasked Estep 
Score: -16318944.000000 Penalty: 3839.022949
	Iteration 12Q: 3 clusters Score -1.631894e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -16319069.000000 Penalty: 3839.022949
	Iteration 13Q: 3 clusters Score -1.631907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -16319134.000000 Penalty: 3839.022949
	Iteration 14Q: 3 clusters Score -1.631913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -16319190.000000 Penalty: 3839.022949
	Iteration 15Q: 3 clusters Score -1.631919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134749 members 
Entering Unmasked Estep 
Score: -16319209.000000 Penalty: 3839.022949
	Iteration 16Q: 3 clusters Score -1.631921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -16319221.000000 Penalty: 3839.022949
	Iteration 17Q: 3 clusters Score -1.631922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -16319226.000000 Penalty: 3839.022949
	Iteration 18Q: 3 clusters Score -1.631923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 134756 members 
Entering Unmasked Estep 
Score: -16319234.000000 Penalty: 3839.022949
	Iteration 19Q: 3 clusters Score -1.631923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -16319234.000000 Penalty: 3839.022949
	Iteration 20F: 3 clusters Score -1.631923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 173 members 
Entering Unmasked Estep 
Score: -42264.179688 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42264.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42359.335938 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42359.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42507.839844 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -42507.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43237.359375 Penalty: 1866.476074
	Iteration 3Q: 3 clusters Score -43237.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43500.679688 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43500.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43636.417969 Penalty: 1866.476074
	Iteration 5F: 3 clusters Score -43636.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43742.886719 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43742.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43776.773438 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43776.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43776.773438 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -43776.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17677 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 20928 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 134912 members 
Mstep: Class 14 contains 53 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4173 members 
Entering Unmasked Estep 
Score: -29433516.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29434010.000000 to -29433516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47017.394531 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -47017.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46012.300781 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -46012.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46171.531250 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -46171.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46235.921875 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -46235.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46270.554688 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -46270.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46282.875000 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -46282.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46296.191406 Penalty: 1976.721191
	Iteration 5Q: 3 clusters Score -46296.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46307.218750 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -46307.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46310.410156 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -46310.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46310.410156 Penalty: 1976.721191
	Iteration 8F: 3 clusters Score -46310.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Entering Unmasked Estep 
Score: -1413083.125000 Penalty: 1518.882080
	Iteration 0F: 2 clusters Score -1413083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1404959.000000 Penalty: 3037.764160
	Iteration 0F: 3 clusters Score -1404959 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1407644.625000 Penalty: 3037.764160
	Iteration 1F: 3 clusters Score -1407645 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1407920.125000 Penalty: 3037.764160
	Iteration 2F: 3 clusters Score -1407920 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1408167.625000 Penalty: 3037.764160
	Iteration 3F: 3 clusters Score -1408168 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1408395.125000 Penalty: 3037.764160
	Iteration 4Q: 3 clusters Score -1408395 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1408637.750000 Penalty: 3037.764160
	Iteration 5Q: 3 clusters Score -1408638 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1408862.125000 Penalty: 3037.764160
	Iteration 6Q: 3 clusters Score -1408862 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1409095.250000 Penalty: 3037.764160
	Iteration 7Q: 3 clusters Score -1409095 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1409328.250000 Penalty: 3037.764160
	Iteration 8Q: 3 clusters Score -1409328 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1409574.500000 Penalty: 3037.764160
	Iteration 9Q: 3 clusters Score -1409574 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1409832.375000 Penalty: 3037.764160
	Iteration 10Q: 3 clusters Score -1409832 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1410097.250000 Penalty: 3037.764160
	Iteration 11Q: 3 clusters Score -1410097 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1410300.375000 Penalty: 3037.764160
	Iteration 12Q: 3 clusters Score -1410300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1410433.125000 Penalty: 3037.764160
	Iteration 13Q: 3 clusters Score -1410433 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1410512.000000 Penalty: 3037.764160
	Iteration 14Q: 3 clusters Score -1410512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1410561.875000 Penalty: 3037.764160
	Iteration 15Q: 3 clusters Score -1410562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1410589.875000 Penalty: 3037.764160
	Iteration 16Q: 3 clusters Score -1410590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1410604.625000 Penalty: 3037.764160
	Iteration 17Q: 3 clusters Score -1410605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1410613.375000 Penalty: 3037.764160
	Iteration 18Q: 3 clusters Score -1410613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1410623.875000 Penalty: 3037.764160
	Iteration 19Q: 3 clusters Score -1410624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1410637.375000 Penalty: 3037.764160
	Iteration 20F: 3 clusters Score -1410637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1410642.500000 Penalty: 3037.764160
	Iteration 21Q: 3 clusters Score -1410642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1410651.125000 Penalty: 3037.764160
	Iteration 22Q: 3 clusters Score -1410651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1410654.000000 Penalty: 3037.764160
	Iteration 23Q: 3 clusters Score -1410654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1410658.625000 Penalty: 3037.764160
	Iteration 24Q: 3 clusters Score -1410659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1410659.625000 Penalty: 3037.764160
	Iteration 25Q: 3 clusters Score -1410660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1410662.500000 Penalty: 3037.764160
	Iteration 26Q: 3 clusters Score -1410662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1410665.875000 Penalty: 3037.764160
	Iteration 27Q: 3 clusters Score -1410666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1410665.625000 Penalty: 3037.764160
	Iteration 28Q: 3 clusters Score -1410666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1410660.375000 Penalty: 3037.764160
	Iteration 29Q: 3 clusters Score -1410660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1410665.000000 Penalty: 3037.764160
	Iteration 30Q: 3 clusters Score -1410665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1410666.875000 Penalty: 3037.764160
	Iteration 31Q: 3 clusters Score -1410667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1410669.000000 Penalty: 3037.764160
	Iteration 32Q: 3 clusters Score -1410669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1410669.750000 Penalty: 3037.764160
	Iteration 33Q: 3 clusters Score -1410670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1410672.125000 Penalty: 3037.764160
	Iteration 34Q: 3 clusters Score -1410672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1410672.875000 Penalty: 3037.764160
	Iteration 35Q: 3 clusters Score -1410673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1410675.125000 Penalty: 3037.764160
	Iteration 36Q: 3 clusters Score -1410675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1410674.375000 Penalty: 3037.764160
	Iteration 37Q: 3 clusters Score -1410674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1410673.875000 Penalty: 3037.764160
	Iteration 38Q: 3 clusters Score -1410674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1410675.500000 Penalty: 3037.764160
	Iteration 39Q: 3 clusters Score -1410676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1410679.875000 Penalty: 3037.764160
	Iteration 40F: 3 clusters Score -1410680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1410676.125000 Penalty: 3037.764160
	Iteration 41Q: 3 clusters Score -1410676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1410677.250000 Penalty: 3037.764160
	Iteration 42Q: 3 clusters Score -1410677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1410677.250000 Penalty: 3037.764160
	Iteration 43F: 3 clusters Score -1410677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 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 178 members 
Entering Unmasked Estep 
Score: -36081.171875 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36081.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36291.328125 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36291.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36347.324219 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36347.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36392.144531 Penalty: 1919.242554
	Iteration 3F: 3 clusters Score -36392.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36410.339844 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36410.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36437.953125 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36437.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36501.972656 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36501.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36520.605469 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -36520.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36527.574219 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -36527.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36527.574219 Penalty: 1919.242554
	Iteration 9F: 3 clusters Score -36527.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -477807.312500 Penalty: 1354.663452
	Iteration 0F: 2 clusters Score -477807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -474341.843750 Penalty: 2709.326904
	Iteration 0F: 3 clusters Score -474341.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -475230.312500 Penalty: 2709.326904
	Iteration 1F: 3 clusters Score -475230.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -475384.906250 Penalty: 2709.326904
	Iteration 2F: 3 clusters Score -475384.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -475493.812500 Penalty: 2709.326904
	Iteration 3F: 3 clusters Score -475493.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -475573.531250 Penalty: 2709.326904
	Iteration 4Q: 3 clusters Score -475573.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -475651.093750 Penalty: 2709.326904
	Iteration 5Q: 3 clusters Score -475651.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -475731.187500 Penalty: 2709.326904
	Iteration 6Q: 3 clusters Score -475731.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -475818.156250 Penalty: 2709.326904
	Iteration 7Q: 3 clusters Score -475818.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -475928.718750 Penalty: 2709.326904
	Iteration 8Q: 3 clusters Score -475928.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -476075.875000 Penalty: 2709.326904
	Iteration 9Q: 3 clusters Score -476075.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -476198.218750 Penalty: 2709.326904
	Iteration 10Q: 3 clusters Score -476198.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -476304.187500 Penalty: 2709.326904
	Iteration 11Q: 3 clusters Score -476304.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -476375.906250 Penalty: 2709.326904
	Iteration 12Q: 3 clusters Score -476375.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -476432.500000 Penalty: 2709.326904
	Iteration 13Q: 3 clusters Score -476432.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -476471.531250 Penalty: 2709.326904
	Iteration 14Q: 3 clusters Score -476471.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -476514.625000 Penalty: 2709.326904
	Iteration 15Q: 3 clusters Score -476514.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -476546.625000 Penalty: 2709.326904
	Iteration 16Q: 3 clusters Score -476546.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -476573.906250 Penalty: 2709.326904
	Iteration 17Q: 3 clusters Score -476573.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -476596.375000 Penalty: 2709.326904
	Iteration 18Q: 3 clusters Score -476596.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -476605.093750 Penalty: 2709.326904
	Iteration 19Q: 3 clusters Score -476605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -476610.468750 Penalty: 2709.326904
	Iteration 20F: 3 clusters Score -476610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -476617.781250 Penalty: 2709.326904
	Iteration 21Q: 3 clusters Score -476617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -476627.593750 Penalty: 2709.326904
	Iteration 22Q: 3 clusters Score -476627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -476634.750000 Penalty: 2709.326904
	Iteration 23Q: 3 clusters Score -476634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -476643.093750 Penalty: 2709.326904
	Iteration 24Q: 3 clusters Score -476643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -476647.875000 Penalty: 2709.326904
	Iteration 25Q: 3 clusters Score -476647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -476652.125000 Penalty: 2709.326904
	Iteration 26Q: 3 clusters Score -476652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -476657.281250 Penalty: 2709.326904
	Iteration 27Q: 3 clusters Score -476657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -476659.718750 Penalty: 2709.326904
	Iteration 28Q: 3 clusters Score -476659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -476659.656250 Penalty: 2709.326904
	Iteration 29Q: 3 clusters Score -476659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -476660.375000 Penalty: 2709.326904
	Iteration 30Q: 3 clusters Score -476660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -476660.375000 Penalty: 2709.326904
	Iteration 31F: 3 clusters Score -476660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17677 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 20928 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 134912 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434000.000000 Penalty: 34291.625000
Iteration 279Q: 18 clusters Score -2.9434e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 23262 members 
Mstep: Class 4 contains 20950 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6019 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 134923 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11465 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433978.000000 Penalty: 34291.625000
Iteration 280F: 18 clusters Score -2.943398e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 23234 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6025 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 134916 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434038.000000 Penalty: 34291.625000
Iteration 281Q: 18 clusters Score -2.943404e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 21014 members 
Mstep: Class 5 contains 4409 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 134908 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434062.000000 Penalty: 34291.625000
Iteration 282Q: 18 clusters Score -2.943406e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17670 members 
Mstep: Class 3 contains 23202 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 134890 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434054.000000 Penalty: 34291.625000
Iteration 283Q: 18 clusters Score -2.943405e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17664 members 
Mstep: Class 3 contains 23183 members 
Mstep: Class 4 contains 21055 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 134885 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434076.000000 Penalty: 34291.625000
Iteration 284Q: 18 clusters Score -2.943408e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17656 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 21073 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 6043 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 134892 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434068.000000 Penalty: 34291.625000
Iteration 285Q: 18 clusters Score -2.943407e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17647 members 
Mstep: Class 3 contains 23138 members 
Mstep: Class 4 contains 21094 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 134898 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434114.000000 Penalty: 34291.625000
Iteration 286Q: 18 clusters Score -2.943411e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17638 members 
Mstep: Class 3 contains 23119 members 
Mstep: Class 4 contains 21103 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 134917 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434176.000000 Penalty: 34291.625000
Iteration 287Q: 18 clusters Score -2.943418e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17627 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 21117 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 134945 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434168.000000 Penalty: 34291.625000
Iteration 288Q: 18 clusters Score -2.943417e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17614 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 21142 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 134982 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434208.000000 Penalty: 34291.625000
Iteration 289Q: 18 clusters Score -2.943421e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17601 members 
Mstep: Class 3 contains 23006 members 
Mstep: Class 4 contains 21164 members 
Mstep: Class 5 contains 4453 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 6053 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 135003 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434184.000000 Penalty: 34291.625000
Iteration 290Q: 18 clusters Score -2.943418e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17588 members 
Mstep: Class 3 contains 22950 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 4463 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 135049 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434268.000000 Penalty: 34291.625000
Iteration 291Q: 18 clusters Score -2.943427e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17582 members 
Mstep: Class 3 contains 22875 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 135113 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11455 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434256.000000 Penalty: 34291.625000
Iteration 292Q: 18 clusters Score -2.943426e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17586 members 
Mstep: Class 3 contains 22808 members 
Mstep: Class 4 contains 21211 members 
Mstep: Class 5 contains 4478 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 135157 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434306.000000 Penalty: 34291.625000
Iteration 293Q: 18 clusters Score -2.943431e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17591 members 
Mstep: Class 3 contains 22719 members 
Mstep: Class 4 contains 21236 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 135208 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434364.000000 Penalty: 34291.625000
Iteration 294Q: 18 clusters Score -2.943436e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 17589 members 
Mstep: Class 3 contains 22642 members 
Mstep: Class 4 contains 21260 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 135255 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434372.000000 Penalty: 34291.625000
Iteration 295Q: 18 clusters Score -2.943437e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17590 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 21277 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 135315 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11472 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434416.000000 Penalty: 34291.625000
Iteration 296Q: 18 clusters Score -2.943442e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17595 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 21299 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 5625 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 135370 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11478 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434470.000000 Penalty: 34291.625000
Iteration 297Q: 18 clusters Score -2.943447e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17597 members 
Mstep: Class 3 contains 22409 members 
Mstep: Class 4 contains 21317 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 135418 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11485 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434436.000000 Penalty: 34291.625000
Iteration 298Q: 18 clusters Score -2.943444e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 17599 members 
Mstep: Class 3 contains 22352 members 
Mstep: Class 4 contains 21340 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 135447 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11494 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434530.000000 Penalty: 34291.625000
Iteration 299Q: 18 clusters Score -2.943453e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 17601 members 
Mstep: Class 3 contains 22285 members 
Mstep: Class 4 contains 21375 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 135476 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434580.000000 Penalty: 34291.625000
Iteration 300F: 18 clusters Score -2.943458e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17604 members 
Mstep: Class 3 contains 22242 members 
Mstep: Class 4 contains 21394 members 
Mstep: Class 5 contains 4509 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 135492 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434574.000000 Penalty: 34291.625000
Iteration 301Q: 18 clusters Score -2.943457e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 17596 members 
Mstep: Class 3 contains 22208 members 
Mstep: Class 4 contains 21411 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 5614 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 135519 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434584.000000 Penalty: 34291.625000
Iteration 302Q: 18 clusters Score -2.943458e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 17592 members 
Mstep: Class 3 contains 22171 members 
Mstep: Class 4 contains 21422 members 
Mstep: Class 5 contains 4517 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 135549 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434616.000000 Penalty: 34291.625000
Iteration 303Q: 18 clusters Score -2.943462e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 17590 members 
Mstep: Class 3 contains 22126 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 5 contains 4522 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 5607 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 13 contains 135577 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434688.000000 Penalty: 34291.625000
Iteration 304Q: 18 clusters Score -2.943469e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 17579 members 
Mstep: Class 3 contains 22081 members 
Mstep: Class 4 contains 21452 members 
Mstep: Class 5 contains 4527 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 135604 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434752.000000 Penalty: 34291.625000
Iteration 305Q: 18 clusters Score -2.943475e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 17567 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 21467 members 
Mstep: Class 5 contains 4531 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 135647 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434758.000000 Penalty: 34291.625000
Iteration 306Q: 18 clusters Score -2.943476e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 17562 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 21483 members 
Mstep: Class 5 contains 4535 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 135695 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434872.000000 Penalty: 34291.625000
Iteration 307Q: 18 clusters Score -2.943487e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 17554 members 
Mstep: Class 3 contains 21905 members 
Mstep: Class 4 contains 21505 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 135738 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434926.000000 Penalty: 34291.625000
Iteration 308Q: 18 clusters Score -2.943493e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 17540 members 
Mstep: Class 3 contains 21838 members 
Mstep: Class 4 contains 21526 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 135788 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 309Q: 18 clusters Score -2.943495e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17532 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 21548 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 13 contains 135861 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 310Q: 18 clusters Score -2.943499e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 17533 members 
Mstep: Class 3 contains 21634 members 
Mstep: Class 4 contains 21561 members 
Mstep: Class 5 contains 4546 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 135969 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11533 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 18 clusters Score -2.943502e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 21514 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 136090 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11536 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435030.000000 Penalty: 34291.625000
Iteration 312Q: 18 clusters Score -2.943503e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 21372 members 
Mstep: Class 4 contains 21585 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 136218 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435034.000000 Penalty: 34291.625000
Iteration 313Q: 18 clusters Score -2.943503e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 17525 members 
Mstep: Class 3 contains 21225 members 
Mstep: Class 4 contains 21600 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 13 contains 136345 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 314Q: 18 clusters Score -2.943501e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 21089 members 
Mstep: Class 4 contains 21619 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 136463 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 315Q: 18 clusters Score -2.943499e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17521 members 
Mstep: Class 3 contains 20946 members 
Mstep: Class 4 contains 21639 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 136586 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 316Q: 18 clusters Score -2.943503e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17524 members 
Mstep: Class 3 contains 20815 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 13 contains 136689 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435010.000000 Penalty: 34291.625000
Iteration 317Q: 18 clusters Score -2.943501e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 20706 members 
Mstep: Class 4 contains 21688 members 
Mstep: Class 5 contains 4602 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 136769 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434994.000000 Penalty: 34291.625000
Iteration 318Q: 18 clusters Score -2.943499e+07 nChanged 356
Entering ConstructFrom: 
Score: -29434994.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Entering Unmasked Estep 
Score: -1204389.875000 Penalty: 1491.663696
	Iteration 0F: 2 clusters Score -1204390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1197485.750000 Penalty: 2983.327393
	Iteration 0F: 3 clusters Score -1197486 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1199643.750000 Penalty: 2983.327393
	Iteration 1F: 3 clusters Score -1199644 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1199873.750000 Penalty: 2983.327393
	Iteration 2F: 3 clusters Score -1199874 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1200042.750000 Penalty: 2983.327393
	Iteration 3Q: 3 clusters Score -1200043 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1200184.000000 Penalty: 2983.327393
	Iteration 4Q: 3 clusters Score -1200184 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1200327.375000 Penalty: 2983.327393
	Iteration 5Q: 3 clusters Score -1200327 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1200489.500000 Penalty: 2983.327393
	Iteration 6Q: 3 clusters Score -1200490 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1200683.750000 Penalty: 2983.327393
	Iteration 7Q: 3 clusters Score -1200684 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1200912.750000 Penalty: 2983.327393
	Iteration 8Q: 3 clusters Score -1200913 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1201198.500000 Penalty: 2983.327393
	Iteration 9Q: 3 clusters Score -1201198 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1201583.250000 Penalty: 2983.327393
	Iteration 10Q: 3 clusters Score -1201583 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1202014.500000 Penalty: 2983.327393
	Iteration 11Q: 3 clusters Score -1202014 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1202594.875000 Penalty: 2983.327393
	Iteration 12Q: 3 clusters Score -1202595 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1203106.500000 Penalty: 2983.327393
	Iteration 13Q: 3 clusters Score -1203106 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1203426.875000 Penalty: 2983.327393
	Iteration 14Q: 3 clusters Score -1203427 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1203589.375000 Penalty: 2983.327393
	Iteration 15Q: 3 clusters Score -1203589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1203682.625000 Penalty: 2983.327393
	Iteration 16Q: 3 clusters Score -1203683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1203740.000000 Penalty: 2983.327393
	Iteration 17Q: 3 clusters Score -1203740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1203780.000000 Penalty: 2983.327393
	Iteration 18Q: 3 clusters Score -1203780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1203803.625000 Penalty: 2983.327393
	Iteration 19Q: 3 clusters Score -1203804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1203834.875000 Penalty: 2983.327393
	Iteration 20F: 3 clusters Score -1203835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1203861.500000 Penalty: 2983.327393
	Iteration 21Q: 3 clusters Score -1203862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1203877.500000 Penalty: 2983.327393
	Iteration 22Q: 3 clusters Score -1203878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1203902.875000 Penalty: 2983.327393
	Iteration 23Q: 3 clusters Score -1203903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1203925.000000 Penalty: 2983.327393
	Iteration 24Q: 3 clusters Score -1203925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1203945.250000 Penalty: 2983.327393
	Iteration 25Q: 3 clusters Score -1203945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1203964.125000 Penalty: 2983.327393
	Iteration 26Q: 3 clusters Score -1203964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1203979.250000 Penalty: 2983.327393
	Iteration 27Q: 3 clusters Score -1203979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1203989.375000 Penalty: 2983.327393
	Iteration 28Q: 3 clusters Score -1203989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1203997.250000 Penalty: 2983.327393
	Iteration 29Q: 3 clusters Score -1203997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1203998.875000 Penalty: 2983.327393
	Iteration 30Q: 3 clusters Score -1203999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1204007.000000 Penalty: 2983.327393
	Iteration 31Q: 3 clusters Score -1204007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1204011.250000 Penalty: 2983.327393
	Iteration 32Q: 3 clusters Score -1204011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1204015.250000 Penalty: 2983.327393
	Iteration 33Q: 3 clusters Score -1204015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1204013.250000 Penalty: 2983.327393
	Iteration 34Q: 3 clusters Score -1204013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1204016.000000 Penalty: 2983.327393
	Iteration 35Q: 3 clusters Score -1204016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1204017.250000 Penalty: 2983.327393
	Iteration 36Q: 3 clusters Score -1204017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1204016.250000 Penalty: 2983.327393
	Iteration 37Q: 3 clusters Score -1204016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1204016.625000 Penalty: 2983.327393
	Iteration 38Q: 3 clusters Score -1204017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1204018.500000 Penalty: 2983.327393
	Iteration 39Q: 3 clusters Score -1204018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1204019.250000 Penalty: 2983.327393
	Iteration 40F: 3 clusters Score -1204019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1204016.125000 Penalty: 2983.327393
	Iteration 41Q: 3 clusters Score -1204016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1204017.750000 Penalty: 2983.327393
	Iteration 42Q: 3 clusters Score -1204018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1204017.000000 Penalty: 2983.327393
	Iteration 43Q: 3 clusters Score -1204017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1204019.625000 Penalty: 2983.327393
	Iteration 44Q: 3 clusters Score -1204020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1204021.250000 Penalty: 2983.327393
	Iteration 45Q: 3 clusters Score -1204021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1204021.250000 Penalty: 2983.327393
	Iteration 46F: 3 clusters Score -1204021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Entering Unmasked Estep 
Score: -2089147.000000 Penalty: 1587.794189
	Iteration 0F: 2 clusters Score -2089147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2077333.000000 Penalty: 3175.588379
	Iteration 0F: 3 clusters Score -2077333 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2081518.875000 Penalty: 3175.588379
	Iteration 1F: 3 clusters Score -2081519 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2081857.000000 Penalty: 3175.588379
	Iteration 2F: 3 clusters Score -2081857 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2082212.125000 Penalty: 3175.588379
	Iteration 3Q: 3 clusters Score -2082212 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2082592.875000 Penalty: 3175.588379
	Iteration 4Q: 3 clusters Score -2082593 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2083025.125000 Penalty: 3175.588379
	Iteration 5Q: 3 clusters Score -2083025 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2083541.625000 Penalty: 3175.588379
	Iteration 6Q: 3 clusters Score -2083542 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2084225.750000 Penalty: 3175.588379
	Iteration 7F: 3 clusters Score -2084226 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2085001.000000 Penalty: 3175.588379
	Iteration 8F: 3 clusters Score -2085001 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2085678.625000 Penalty: 3175.588379
	Iteration 9F: 3 clusters Score -2085679 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2086285.375000 Penalty: 3175.588379
	Iteration 10Q: 3 clusters Score -2086285 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2086852.625000 Penalty: 3175.588379
	Iteration 11Q: 3 clusters Score -2086853 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2087367.125000 Penalty: 3175.588379
	Iteration 12Q: 3 clusters Score -2087367 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2087776.750000 Penalty: 3175.588379
	Iteration 13Q: 3 clusters Score -2087777 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2088028.375000 Penalty: 3175.588379
	Iteration 14Q: 3 clusters Score -2088028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2088192.125000 Penalty: 3175.588379
	Iteration 15Q: 3 clusters Score -2088192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2088271.375000 Penalty: 3175.588379
	Iteration 16Q: 3 clusters Score -2088271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2088313.375000 Penalty: 3175.588379
	Iteration 17Q: 3 clusters Score -2088313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2088337.000000 Penalty: 3175.588379
	Iteration 18Q: 3 clusters Score -2088337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2088348.750000 Penalty: 3175.588379
	Iteration 19Q: 3 clusters Score -2088349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2088353.750000 Penalty: 3175.588379
	Iteration 20F: 3 clusters Score -2088354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2088366.125000 Penalty: 3175.588379
	Iteration 21Q: 3 clusters Score -2088366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2088371.875000 Penalty: 3175.588379
	Iteration 22Q: 3 clusters Score -2088372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2088377.000000 Penalty: 3175.588379
	Iteration 23Q: 3 clusters Score -2088377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2088379.375000 Penalty: 3175.588379
	Iteration 24Q: 3 clusters Score -2088379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2088383.125000 Penalty: 3175.588379
	Iteration 25Q: 3 clusters Score -2088383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2088385.000000 Penalty: 3175.588379
	Iteration 26Q: 3 clusters Score -2088385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2088387.625000 Penalty: 3175.588379
	Iteration 27Q: 3 clusters Score -2088388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2088390.500000 Penalty: 3175.588379
	Iteration 28Q: 3 clusters Score -2088390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2088385.375000 Penalty: 3175.588379
	Iteration 29Q: 3 clusters Score -2088385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2088386.250000 Penalty: 3175.588379
	Iteration 30Q: 3 clusters Score -2088386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2088387.875000 Penalty: 3175.588379
	Iteration 31Q: 3 clusters Score -2088388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2088388.125000 Penalty: 3175.588379
	Iteration 32Q: 3 clusters Score -2088388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2088388.125000 Penalty: 3175.588379
	Iteration 33F: 3 clusters Score -2088388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Entering Unmasked Estep 
Score: -2586611.750000 Penalty: 1614.206787
	Iteration 0F: 2 clusters Score -2586612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2572803.500000 Penalty: 3228.413574
	Iteration 0F: 3 clusters Score -2572804 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2577814.500000 Penalty: 3228.413574
	Iteration 1F: 3 clusters Score -2577814 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2578159.750000 Penalty: 3228.413574
	Iteration 2Q: 3 clusters Score -2578160 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2578516.750000 Penalty: 3228.413574
	Iteration 3Q: 3 clusters Score -2578517 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2578930.250000 Penalty: 3228.413574
	Iteration 4Q: 3 clusters Score -2578930 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2579417.500000 Penalty: 3228.413574
	Iteration 5Q: 3 clusters Score -2579418 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2580117.750000 Penalty: 3228.413574
	Iteration 6F: 3 clusters Score -2580118 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2581137.500000 Penalty: 3228.413574
	Iteration 7F: 3 clusters Score -2581138 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2582438.000000 Penalty: 3228.413574
	Iteration 8F: 3 clusters Score -2582438 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2583594.500000 Penalty: 3228.413574
	Iteration 9F: 3 clusters Score -2583594 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2584373.000000 Penalty: 3228.413574
	Iteration 10Q: 3 clusters Score -2584373 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2584799.250000 Penalty: 3228.413574
	Iteration 11Q: 3 clusters Score -2584799 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2584975.750000 Penalty: 3228.413574
	Iteration 12Q: 3 clusters Score -2584976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2585062.750000 Penalty: 3228.413574
	Iteration 13Q: 3 clusters Score -2585063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2585109.250000 Penalty: 3228.413574
	Iteration 14Q: 3 clusters Score -2585109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2585134.000000 Penalty: 3228.413574
	Iteration 15Q: 3 clusters Score -2585134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2585153.000000 Penalty: 3228.413574
	Iteration 16Q: 3 clusters Score -2585153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2585175.000000 Penalty: 3228.413574
	Iteration 17Q: 3 clusters Score -2585175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2585190.750000 Penalty: 3228.413574
	Iteration 18Q: 3 clusters Score -2585191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2585205.000000 Penalty: 3228.413574
	Iteration 19Q: 3 clusters Score -2585205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2585222.750000 Penalty: 3228.413574
	Iteration 20F: 3 clusters Score -2585223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2585236.250000 Penalty: 3228.413574
	Iteration 21Q: 3 clusters Score -2585236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2585240.000000 Penalty: 3228.413574
	Iteration 22Q: 3 clusters Score -2585240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2585243.750000 Penalty: 3228.413574
	Iteration 23Q: 3 clusters Score -2585244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2585247.000000 Penalty: 3228.413574
	Iteration 24Q: 3 clusters Score -2585247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2585247.000000 Penalty: 3228.413574
	Iteration 25F: 3 clusters Score -2585247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Entering Unmasked Estep 
Score: -2620605.500000 Penalty: 1622.655884
	Iteration 0F: 2 clusters Score -2620606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2605742.500000 Penalty: 3245.311768
	Iteration 0F: 3 clusters Score -2605742 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2611326.500000 Penalty: 3245.311768
	Iteration 1F: 3 clusters Score -2611326 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2611822.000000 Penalty: 3245.311768
	Iteration 2F: 3 clusters Score -2611822 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2612307.750000 Penalty: 3245.311768
	Iteration 3F: 3 clusters Score -2612308 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2612832.000000 Penalty: 3245.311768
	Iteration 4Q: 3 clusters Score -2612832 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2613462.750000 Penalty: 3245.311768
	Iteration 5F: 3 clusters Score -2613463 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2614253.000000 Penalty: 3245.311768
	Iteration 6F: 3 clusters Score -2614253 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2615269.500000 Penalty: 3245.311768
	Iteration 7F: 3 clusters Score -2615270 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2616500.500000 Penalty: 3245.311768
	Iteration 8F: 3 clusters Score -2616500 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2617651.250000 Penalty: 3245.311768
	Iteration 9F: 3 clusters Score -2617651 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2618439.500000 Penalty: 3245.311768
	Iteration 10F: 3 clusters Score -2618440 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2618858.500000 Penalty: 3245.311768
	Iteration 11Q: 3 clusters Score -2618858 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2619081.250000 Penalty: 3245.311768
	Iteration 12Q: 3 clusters Score -2619081 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2619224.000000 Penalty: 3245.311768
	Iteration 13Q: 3 clusters Score -2619224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2619306.250000 Penalty: 3245.311768
	Iteration 14Q: 3 clusters Score -2619306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2619364.750000 Penalty: 3245.311768
	Iteration 15Q: 3 clusters Score -2619365 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2619399.500000 Penalty: 3245.311768
	Iteration 16Q: 3 clusters Score -2619400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2619431.250000 Penalty: 3245.311768
	Iteration 17Q: 3 clusters Score -2619431 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2619463.250000 Penalty: 3245.311768
	Iteration 18Q: 3 clusters Score -2619463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2619495.750000 Penalty: 3245.311768
	Iteration 19Q: 3 clusters Score -2619496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2619536.500000 Penalty: 3245.311768
	Iteration 20F: 3 clusters Score -2619536 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2619586.000000 Penalty: 3245.311768
	Iteration 21Q: 3 clusters Score -2619586 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2619638.500000 Penalty: 3245.311768
	Iteration 22Q: 3 clusters Score -2619638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2619701.000000 Penalty: 3245.311768
	Iteration 23Q: 3 clusters Score -2619701 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2619751.750000 Penalty: 3245.311768
	Iteration 24Q: 3 clusters Score -2619752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2619812.250000 Penalty: 3245.311768
	Iteration 25Q: 3 clusters Score -2619812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2619869.500000 Penalty: 3245.311768
	Iteration 26Q: 3 clusters Score -2619870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2619906.500000 Penalty: 3245.311768
	Iteration 27Q: 3 clusters Score -2619906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2619946.500000 Penalty: 3245.311768
	Iteration 28Q: 3 clusters Score -2619946 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2619994.750000 Penalty: 3245.311768
	Iteration 29Q: 3 clusters Score -2619995 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2620032.750000 Penalty: 3245.311768
	Iteration 30Q: 3 clusters Score -2620033 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2620079.750000 Penalty: 3245.311768
	Iteration 31Q: 3 clusters Score -2620080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2620149.000000 Penalty: 3245.311768
	Iteration 32Q: 3 clusters Score -2620149 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2620202.000000 Penalty: 3245.311768
	Iteration 33Q: 3 clusters Score -2620202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2620265.500000 Penalty: 3245.311768
	Iteration 34Q: 3 clusters Score -2620266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2620317.250000 Penalty: 3245.311768
	Iteration 35Q: 3 clusters Score -2620317 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2620368.250000 Penalty: 3245.311768
	Iteration 36Q: 3 clusters Score -2620368 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2620410.250000 Penalty: 3245.311768
	Iteration 37Q: 3 clusters Score -2620410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2620434.000000 Penalty: 3245.311768
	Iteration 38Q: 3 clusters Score -2620434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2620471.250000 Penalty: 3245.311768
	Iteration 39Q: 3 clusters Score -2620471 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2620518.500000 Penalty: 3245.311768
	Iteration 40F: 3 clusters Score -2620518 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2620564.000000 Penalty: 3245.311768
	Iteration 41Q: 3 clusters Score -2620564 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2620614.000000 Penalty: 3245.311768
	Iteration 42Q: 3 clusters Score -2620614 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2620669.000000 Penalty: 3245.311768
	Iteration 43Q: 3 clusters Score -2620669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2620720.250000 Penalty: 3245.311768
	Iteration 44Q: 3 clusters Score -2620720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2620756.750000 Penalty: 3245.311768
	Iteration 45Q: 3 clusters Score -2620757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2620782.500000 Penalty: 3245.311768
	Iteration 46Q: 3 clusters Score -2620782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2620800.000000 Penalty: 3245.311768
	Iteration 47Q: 3 clusters Score -2620800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2620819.250000 Penalty: 3245.311768
	Iteration 48Q: 3 clusters Score -2620819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2620840.500000 Penalty: 3245.311768
	Iteration 49Q: 3 clusters Score -2620840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2620848.250000 Penalty: 3245.311768
	Iteration 50Q: 3 clusters Score -2620848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2620853.750000 Penalty: 3245.311768
	Iteration 51Q: 3 clusters Score -2620854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2620859.000000 Penalty: 3245.311768
	Iteration 52Q: 3 clusters Score -2620859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2620855.500000 Penalty: 3245.311768
	Iteration 53Q: 3 clusters Score -2620856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2620865.500000 Penalty: 3245.311768
	Iteration 54Q: 3 clusters Score -2620866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2620872.000000 Penalty: 3245.311768
	Iteration 55Q: 3 clusters Score -2620872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2620879.000000 Penalty: 3245.311768
	Iteration 56Q: 3 clusters Score -2620879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2620878.250000 Penalty: 3245.311768
	Iteration 57Q: 3 clusters Score -2620878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2620881.500000 Penalty: 3245.311768
	Iteration 58Q: 3 clusters Score -2620882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2620884.500000 Penalty: 3245.311768
	Iteration 59Q: 3 clusters Score -2620884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2620884.000000 Penalty: 3245.311768
	Iteration 60F: 3 clusters Score -2620884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2620884.500000 Penalty: 3245.311768
	Iteration 61Q: 3 clusters Score -2620884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2620886.250000 Penalty: 3245.311768
	Iteration 62Q: 3 clusters Score -2620886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2620885.750000 Penalty: 3245.311768
	Iteration 63Q: 3 clusters Score -2620886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2620883.750000 Penalty: 3245.311768
	Iteration 64Q: 3 clusters Score -2620884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2620885.250000 Penalty: 3245.311768
	Iteration 65Q: 3 clusters Score -2620885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2620887.500000 Penalty: 3245.311768
	Iteration 66Q: 3 clusters Score -2620888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2620886.250000 Penalty: 3245.311768
	Iteration 67Q: 3 clusters Score -2620886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2620881.000000 Penalty: 3245.311768
	Iteration 68Q: 3 clusters Score -2620881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2620885.500000 Penalty: 3245.311768
	Iteration 69Q: 3 clusters Score -2620886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2620886.250000 Penalty: 3245.311768
	Iteration 70Q: 3 clusters Score -2620886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2620889.250000 Penalty: 3245.311768
	Iteration 71Q: 3 clusters Score -2620889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2620884.250000 Penalty: 3245.311768
	Iteration 72Q: 3 clusters Score -2620884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2620884.500000 Penalty: 3245.311768
	Iteration 73Q: 3 clusters Score -2620884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2620888.000000 Penalty: 3245.311768
	Iteration 74Q: 3 clusters Score -2620888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2620887.500000 Penalty: 3245.311768
	Iteration 75Q: 3 clusters Score -2620888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2620885.750000 Penalty: 3245.311768
	Iteration 76Q: 3 clusters Score -2620886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2620885.750000 Penalty: 3245.311768
	Iteration 77Q: 3 clusters Score -2620886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2620883.750000 Penalty: 3245.311768
	Iteration 78Q: 3 clusters Score -2620884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2620883.750000 Penalty: 3245.311768
	Iteration 79F: 3 clusters Score -2620884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17519 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 136822 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4067 members 
Entering Unmasked Estep 
Score: -29434948.000000 Penalty: 36308.777344
Splitting cluster 4 changes total score from -29434994.000000 to -29434948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -573016.125000 Penalty: 1370.776733
	Iteration 0F: 2 clusters Score -573016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -569251.000000 Penalty: 2741.553467
	Iteration 0F: 3 clusters Score -569251 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -570295.625000 Penalty: 2741.553467
	Iteration 1F: 3 clusters Score -570295.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -570444.437500 Penalty: 2741.553467
	Iteration 2F: 3 clusters Score -570444.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -570541.250000 Penalty: 2741.553467
	Iteration 3Q: 3 clusters Score -570541.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -570620.187500 Penalty: 2741.553467
	Iteration 4Q: 3 clusters Score -570620.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -570699.000000 Penalty: 2741.553467
	Iteration 5Q: 3 clusters Score -570699 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -570773.125000 Penalty: 2741.553467
	Iteration 6Q: 3 clusters Score -570773.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -570850.312500 Penalty: 2741.553467
	Iteration 7Q: 3 clusters Score -570850.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -570921.562500 Penalty: 2741.553467
	Iteration 8Q: 3 clusters Score -570921.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -570987.187500 Penalty: 2741.553467
	Iteration 9Q: 3 clusters Score -570987.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -571078.312500 Penalty: 2741.553467
	Iteration 10Q: 3 clusters Score -571078.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -571168.000000 Penalty: 2741.553467
	Iteration 11Q: 3 clusters Score -571168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -571268.812500 Penalty: 2741.553467
	Iteration 12Q: 3 clusters Score -571268.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -571384.812500 Penalty: 2741.553467
	Iteration 13Q: 3 clusters Score -571384.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -571477.375000 Penalty: 2741.553467
	Iteration 14Q: 3 clusters Score -571477.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -571557.375000 Penalty: 2741.553467
	Iteration 15Q: 3 clusters Score -571557.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -571606.562500 Penalty: 2741.553467
	Iteration 16Q: 3 clusters Score -571606.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -571635.000000 Penalty: 2741.553467
	Iteration 17Q: 3 clusters Score -571635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -571654.125000 Penalty: 2741.553467
	Iteration 18Q: 3 clusters Score -571654.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -571675.375000 Penalty: 2741.553467
	Iteration 19Q: 3 clusters Score -571675.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -571687.062500 Penalty: 2741.553467
	Iteration 20F: 3 clusters Score -571687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -571698.062500 Penalty: 2741.553467
	Iteration 21Q: 3 clusters Score -571698.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -571713.000000 Penalty: 2741.553467
	Iteration 22Q: 3 clusters Score -571713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -571721.937500 Penalty: 2741.553467
	Iteration 23Q: 3 clusters Score -571721.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -571730.187500 Penalty: 2741.553467
	Iteration 24Q: 3 clusters Score -571730.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -571736.125000 Penalty: 2741.553467
	Iteration 25Q: 3 clusters Score -571736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -571742.062500 Penalty: 2741.553467
	Iteration 26Q: 3 clusters Score -571742.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -571749.500000 Penalty: 2741.553467
	Iteration 27Q: 3 clusters Score -571749.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -571756.062500 Penalty: 2741.553467
	Iteration 28Q: 3 clusters Score -571756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -571765.687500 Penalty: 2741.553467
	Iteration 29Q: 3 clusters Score -571765.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -571774.875000 Penalty: 2741.553467
	Iteration 30Q: 3 clusters Score -571774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -571785.125000 Penalty: 2741.553467
	Iteration 31Q: 3 clusters Score -571785.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -571794.750000 Penalty: 2741.553467
	Iteration 32Q: 3 clusters Score -571794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -571802.125000 Penalty: 2741.553467
	Iteration 33Q: 3 clusters Score -571802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -571805.500000 Penalty: 2741.553467
	Iteration 34Q: 3 clusters Score -571805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -571806.375000 Penalty: 2741.553467
	Iteration 35Q: 3 clusters Score -571806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -571808.187500 Penalty: 2741.553467
	Iteration 36Q: 3 clusters Score -571808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -571811.187500 Penalty: 2741.553467
	Iteration 37Q: 3 clusters Score -571811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -571811.375000 Penalty: 2741.553467
	Iteration 38Q: 3 clusters Score -571811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -571811.812500 Penalty: 2741.553467
	Iteration 39Q: 3 clusters Score -571811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -571813.937500 Penalty: 2741.553467
	Iteration 40F: 3 clusters Score -571813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -571814.187500 Penalty: 2741.553467
	Iteration 41Q: 3 clusters Score -571814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -571814.187500 Penalty: 2741.553467
	Iteration 42F: 3 clusters Score -571814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15557.512695 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15557.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -15597.733398 Penalty: 1515.617798
	Iteration 1F: 3 clusters Score -15597.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -15602.159180 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15602.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -15602.159180 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15602.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -433875.343750 Penalty: 1330.028809
	Iteration 0F: 2 clusters Score -433875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -430787.906250 Penalty: 2660.057617
	Iteration 0F: 3 clusters Score -430787.9 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -431612.312500 Penalty: 2660.057617
	Iteration 1F: 3 clusters Score -431612.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -431783.437500 Penalty: 2660.057617
	Iteration 2F: 3 clusters Score -431783.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431891.750000 Penalty: 2660.057617
	Iteration 3F: 3 clusters Score -431891.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -431967.906250 Penalty: 2660.057617
	Iteration 4Q: 3 clusters Score -431967.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432038.500000 Penalty: 2660.057617
	Iteration 5Q: 3 clusters Score -432038.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -432109.062500 Penalty: 2660.057617
	Iteration 6Q: 3 clusters Score -432109.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432181.125000 Penalty: 2660.057617
	Iteration 7Q: 3 clusters Score -432181.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -432240.781250 Penalty: 2660.057617
	Iteration 8Q: 3 clusters Score -432240.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -432290.000000 Penalty: 2660.057617
	Iteration 9Q: 3 clusters Score -432290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -432315.625000 Penalty: 2660.057617
	Iteration 10Q: 3 clusters Score -432315.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -432336.156250 Penalty: 2660.057617
	Iteration 11Q: 3 clusters Score -432336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -432349.562500 Penalty: 2660.057617
	Iteration 12Q: 3 clusters Score -432349.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -432362.468750 Penalty: 2660.057617
	Iteration 13Q: 3 clusters Score -432362.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -432375.218750 Penalty: 2660.057617
	Iteration 14Q: 3 clusters Score -432375.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -432378.250000 Penalty: 2660.057617
	Iteration 15Q: 3 clusters Score -432378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -432384.062500 Penalty: 2660.057617
	Iteration 16Q: 3 clusters Score -432384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -432388.718750 Penalty: 2660.057617
	Iteration 17Q: 3 clusters Score -432388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -432391.625000 Penalty: 2660.057617
	Iteration 18Q: 3 clusters Score -432391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -432393.218750 Penalty: 2660.057617
	Iteration 19Q: 3 clusters Score -432393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -432397.468750 Penalty: 2660.057617
	Iteration 20F: 3 clusters Score -432397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -432399.875000 Penalty: 2660.057617
	Iteration 21Q: 3 clusters Score -432399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -432403.968750 Penalty: 2660.057617
	Iteration 22Q: 3 clusters Score -432404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -432409.843750 Penalty: 2660.057617
	Iteration 23Q: 3 clusters Score -432409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -432412.750000 Penalty: 2660.057617
	Iteration 24Q: 3 clusters Score -432412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -432416.812500 Penalty: 2660.057617
	Iteration 25Q: 3 clusters Score -432416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -432419.062500 Penalty: 2660.057617
	Iteration 26Q: 3 clusters Score -432419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -432422.000000 Penalty: 2660.057617
	Iteration 27Q: 3 clusters Score -432422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -432426.250000 Penalty: 2660.057617
	Iteration 28Q: 3 clusters Score -432426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -432430.812500 Penalty: 2660.057617
	Iteration 29Q: 3 clusters Score -432430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -432439.125000 Penalty: 2660.057617
	Iteration 30Q: 3 clusters Score -432439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -432444.437500 Penalty: 2660.057617
	Iteration 31Q: 3 clusters Score -432444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -432446.562500 Penalty: 2660.057617
	Iteration 32Q: 3 clusters Score -432446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -432449.968750 Penalty: 2660.057617
	Iteration 33Q: 3 clusters Score -432450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -432452.718750 Penalty: 2660.057617
	Iteration 34Q: 3 clusters Score -432452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -432455.187500 Penalty: 2660.057617
	Iteration 35Q: 3 clusters Score -432455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -432458.781250 Penalty: 2660.057617
	Iteration 36Q: 3 clusters Score -432458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -432460.875000 Penalty: 2660.057617
	Iteration 37Q: 3 clusters Score -432460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -432465.968750 Penalty: 2660.057617
	Iteration 38Q: 3 clusters Score -432466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -432469.656250 Penalty: 2660.057617
	Iteration 39Q: 3 clusters Score -432469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -432472.687500 Penalty: 2660.057617
	Iteration 40F: 3 clusters Score -432472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -432476.875000 Penalty: 2660.057617
	Iteration 41Q: 3 clusters Score -432476.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -432479.562500 Penalty: 2660.057617
	Iteration 42Q: 3 clusters Score -432479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -432481.500000 Penalty: 2660.057617
	Iteration 43Q: 3 clusters Score -432481.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -432485.343750 Penalty: 2660.057617
	Iteration 44Q: 3 clusters Score -432485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -432491.500000 Penalty: 2660.057617
	Iteration 45Q: 3 clusters Score -432491.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -432496.406250 Penalty: 2660.057617
	Iteration 46Q: 3 clusters Score -432496.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -432503.156250 Penalty: 2660.057617
	Iteration 47Q: 3 clusters Score -432503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432509.406250 Penalty: 2660.057617
	Iteration 48Q: 3 clusters Score -432509.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -432522.843750 Penalty: 2660.057617
	Iteration 49Q: 3 clusters Score -432522.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -432532.343750 Penalty: 2660.057617
	Iteration 50Q: 3 clusters Score -432532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -432534.875000 Penalty: 2660.057617
	Iteration 51Q: 3 clusters Score -432534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -432536.375000 Penalty: 2660.057617
	Iteration 52Q: 3 clusters Score -432536.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -432540.125000 Penalty: 2660.057617
	Iteration 53Q: 3 clusters Score -432540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -432543.031250 Penalty: 2660.057617
	Iteration 54Q: 3 clusters Score -432543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -432545.437500 Penalty: 2660.057617
	Iteration 55Q: 3 clusters Score -432545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432548.062500 Penalty: 2660.057617
	Iteration 56Q: 3 clusters Score -432548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -432550.656250 Penalty: 2660.057617
	Iteration 57Q: 3 clusters Score -432550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -432553.843750 Penalty: 2660.057617
	Iteration 58Q: 3 clusters Score -432553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -432554.687500 Penalty: 2660.057617
	Iteration 59Q: 3 clusters Score -432554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -432555.031250 Penalty: 2660.057617
	Iteration 60F: 3 clusters Score -432555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -432557.468750 Penalty: 2660.057617
	Iteration 61Q: 3 clusters Score -432557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -432557.093750 Penalty: 2660.057617
	Iteration 62Q: 3 clusters Score -432557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -432557.093750 Penalty: 2660.057617
	Iteration 63F: 3 clusters Score -432557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -756438.937500 Penalty: 1416.223999
	Iteration 0F: 2 clusters Score -756438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -751802.812500 Penalty: 2832.447998
	Iteration 0F: 3 clusters Score -751802.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -753074.125000 Penalty: 2832.447998
	Iteration 1F: 3 clusters Score -753074.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -753220.125000 Penalty: 2832.447998
	Iteration 2F: 3 clusters Score -753220.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -753315.000000 Penalty: 2832.447998
	Iteration 3Q: 3 clusters Score -753315 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -753390.687500 Penalty: 2832.447998
	Iteration 4Q: 3 clusters Score -753390.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -753461.437500 Penalty: 2832.447998
	Iteration 5Q: 3 clusters Score -753461.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -753521.125000 Penalty: 2832.447998
	Iteration 6Q: 3 clusters Score -753521.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -753598.250000 Penalty: 2832.447998
	Iteration 7Q: 3 clusters Score -753598.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -753668.062500 Penalty: 2832.447998
	Iteration 8Q: 3 clusters Score -753668.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -753742.437500 Penalty: 2832.447998
	Iteration 9Q: 3 clusters Score -753742.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -753817.375000 Penalty: 2832.447998
	Iteration 10Q: 3 clusters Score -753817.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -753911.062500 Penalty: 2832.447998
	Iteration 11Q: 3 clusters Score -753911.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -754023.500000 Penalty: 2832.447998
	Iteration 12Q: 3 clusters Score -754023.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -754162.375000 Penalty: 2832.447998
	Iteration 13Q: 3 clusters Score -754162.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -754327.375000 Penalty: 2832.447998
	Iteration 14Q: 3 clusters Score -754327.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -754527.500000 Penalty: 2832.447998
	Iteration 15Q: 3 clusters Score -754527.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -754697.187500 Penalty: 2832.447998
	Iteration 16Q: 3 clusters Score -754697.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -754845.125000 Penalty: 2832.447998
	Iteration 17Q: 3 clusters Score -754845.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -754928.000000 Penalty: 2832.447998
	Iteration 18Q: 3 clusters Score -754928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -754990.812500 Penalty: 2832.447998
	Iteration 19Q: 3 clusters Score -754990.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -755042.562500 Penalty: 2832.447998
	Iteration 20F: 3 clusters Score -755042.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -755085.937500 Penalty: 2832.447998
	Iteration 21Q: 3 clusters Score -755085.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -755132.187500 Penalty: 2832.447998
	Iteration 22Q: 3 clusters Score -755132.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -755168.187500 Penalty: 2832.447998
	Iteration 23Q: 3 clusters Score -755168.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -755189.750000 Penalty: 2832.447998
	Iteration 24Q: 3 clusters Score -755189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -755210.562500 Penalty: 2832.447998
	Iteration 25Q: 3 clusters Score -755210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -755221.500000 Penalty: 2832.447998
	Iteration 26Q: 3 clusters Score -755221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -755230.875000 Penalty: 2832.447998
	Iteration 27Q: 3 clusters Score -755230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -755236.625000 Penalty: 2832.447998
	Iteration 28Q: 3 clusters Score -755236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -755242.187500 Penalty: 2832.447998
	Iteration 29Q: 3 clusters Score -755242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -755246.625000 Penalty: 2832.447998
	Iteration 30Q: 3 clusters Score -755246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -755249.812500 Penalty: 2832.447998
	Iteration 31Q: 3 clusters Score -755249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -755250.437500 Penalty: 2832.447998
	Iteration 32Q: 3 clusters Score -755250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -755250.000000 Penalty: 2832.447998
	Iteration 33Q: 3 clusters Score -755250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -755251.812500 Penalty: 2832.447998
	Iteration 34Q: 3 clusters Score -755251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -755252.625000 Penalty: 2832.447998
	Iteration 35Q: 3 clusters Score -755252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -755253.500000 Penalty: 2832.447998
	Iteration 36Q: 3 clusters Score -755253.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -755253.500000 Penalty: 2832.447998
	Iteration 37F: 3 clusters Score -755253.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -656006.250000 Penalty: 1401.732666
	Iteration 0F: 2 clusters Score -656006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -651697.125000 Penalty: 2803.465332
	Iteration 0F: 3 clusters Score -651697.1 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -652883.562500 Penalty: 2803.465332
	Iteration 1F: 3 clusters Score -652883.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -653093.500000 Penalty: 2803.465332
	Iteration 2F: 3 clusters Score -653093.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -653304.375000 Penalty: 2803.465332
	Iteration 3F: 3 clusters Score -653304.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -653474.437500 Penalty: 2803.465332
	Iteration 4F: 3 clusters Score -653474.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -653615.125000 Penalty: 2803.465332
	Iteration 5Q: 3 clusters Score -653615.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -653770.562500 Penalty: 2803.465332
	Iteration 6Q: 3 clusters Score -653770.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -653919.562500 Penalty: 2803.465332
	Iteration 7Q: 3 clusters Score -653919.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -654051.437500 Penalty: 2803.465332
	Iteration 8Q: 3 clusters Score -654051.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -654153.187500 Penalty: 2803.465332
	Iteration 9Q: 3 clusters Score -654153.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -654219.375000 Penalty: 2803.465332
	Iteration 10Q: 3 clusters Score -654219.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -654279.250000 Penalty: 2803.465332
	Iteration 11Q: 3 clusters Score -654279.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -654326.187500 Penalty: 2803.465332
	Iteration 12Q: 3 clusters Score -654326.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -654360.312500 Penalty: 2803.465332
	Iteration 13Q: 3 clusters Score -654360.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -654394.375000 Penalty: 2803.465332
	Iteration 14Q: 3 clusters Score -654394.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -654434.187500 Penalty: 2803.465332
	Iteration 15Q: 3 clusters Score -654434.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -654474.750000 Penalty: 2803.465332
	Iteration 16Q: 3 clusters Score -654474.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -654509.750000 Penalty: 2803.465332
	Iteration 17Q: 3 clusters Score -654509.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -654539.937500 Penalty: 2803.465332
	Iteration 18Q: 3 clusters Score -654539.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -654573.437500 Penalty: 2803.465332
	Iteration 19Q: 3 clusters Score -654573.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -654599.375000 Penalty: 2803.465332
	Iteration 20F: 3 clusters Score -654599.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -654617.500000 Penalty: 2803.465332
	Iteration 21Q: 3 clusters Score -654617.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -654642.250000 Penalty: 2803.465332
	Iteration 22Q: 3 clusters Score -654642.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -654666.187500 Penalty: 2803.465332
	Iteration 23Q: 3 clusters Score -654666.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -654689.062500 Penalty: 2803.465332
	Iteration 24Q: 3 clusters Score -654689.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -654709.500000 Penalty: 2803.465332
	Iteration 25Q: 3 clusters Score -654709.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -654728.125000 Penalty: 2803.465332
	Iteration 26Q: 3 clusters Score -654728.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -654741.437500 Penalty: 2803.465332
	Iteration 27Q: 3 clusters Score -654741.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -654751.750000 Penalty: 2803.465332
	Iteration 28Q: 3 clusters Score -654751.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -654761.625000 Penalty: 2803.465332
	Iteration 29Q: 3 clusters Score -654761.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -654769.375000 Penalty: 2803.465332
	Iteration 30Q: 3 clusters Score -654769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -654777.812500 Penalty: 2803.465332
	Iteration 31Q: 3 clusters Score -654777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -654783.625000 Penalty: 2803.465332
	Iteration 32Q: 3 clusters Score -654783.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -654791.687500 Penalty: 2803.465332
	Iteration 33Q: 3 clusters Score -654791.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -654803.375000 Penalty: 2803.465332
	Iteration 34Q: 3 clusters Score -654803.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -654806.062500 Penalty: 2803.465332
	Iteration 35Q: 3 clusters Score -654806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -654812.062500 Penalty: 2803.465332
	Iteration 36Q: 3 clusters Score -654812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -654814.500000 Penalty: 2803.465332
	Iteration 37Q: 3 clusters Score -654814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -654815.125000 Penalty: 2803.465332
	Iteration 38Q: 3 clusters Score -654815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -654815.625000 Penalty: 2803.465332
	Iteration 39Q: 3 clusters Score -654815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -654816.562500 Penalty: 2803.465332
	Iteration 40F: 3 clusters Score -654816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -654818.125000 Penalty: 2803.465332
	Iteration 41Q: 3 clusters Score -654818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -654821.625000 Penalty: 2803.465332
	Iteration 42Q: 3 clusters Score -654821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -654822.625000 Penalty: 2803.465332
	Iteration 43Q: 3 clusters Score -654822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -654822.750000 Penalty: 2803.465332
	Iteration 44Q: 3 clusters Score -654822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -654825.562500 Penalty: 2803.465332
	Iteration 45Q: 3 clusters Score -654825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -654828.750000 Penalty: 2803.465332
	Iteration 46Q: 3 clusters Score -654828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -654830.937500 Penalty: 2803.465332
	Iteration 47Q: 3 clusters Score -654830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -654835.250000 Penalty: 2803.465332
	Iteration 48Q: 3 clusters Score -654835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -654844.937500 Penalty: 2803.465332
	Iteration 49Q: 3 clusters Score -654844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -654855.875000 Penalty: 2803.465332
	Iteration 50Q: 3 clusters Score -654855.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -654870.000000 Penalty: 2803.465332
	Iteration 51Q: 3 clusters Score -654870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -654891.125000 Penalty: 2803.465332
	Iteration 52Q: 3 clusters Score -654891.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -654933.687500 Penalty: 2803.465332
	Iteration 53Q: 3 clusters Score -654933.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -655010.687500 Penalty: 2803.465332
	Iteration 54Q: 3 clusters Score -655010.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -655191.812500 Penalty: 2803.465332
	Iteration 55Q: 3 clusters Score -655191.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -655320.187500 Penalty: 2803.465332
	Iteration 56Q: 3 clusters Score -655320.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -655357.437500 Penalty: 2803.465332
	Iteration 57Q: 3 clusters Score -655357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -655373.500000 Penalty: 2803.465332
	Iteration 58Q: 3 clusters Score -655373.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -655380.250000 Penalty: 2803.465332
	Iteration 59Q: 3 clusters Score -655380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -655385.500000 Penalty: 2803.465332
	Iteration 60F: 3 clusters Score -655385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -655387.500000 Penalty: 2803.465332
	Iteration 61Q: 3 clusters Score -655387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -655389.625000 Penalty: 2803.465332
	Iteration 62Q: 3 clusters Score -655389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -655390.562500 Penalty: 2803.465332
	Iteration 63Q: 3 clusters Score -655390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -655390.562500 Penalty: 2803.465332
	Iteration 64F: 3 clusters Score -655390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -169268.078125 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -169268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -167558.171875 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -167558.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -167879.593750 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -167879.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167969.031250 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -167969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168039.031250 Penalty: 2371.554688
	Iteration 3Q: 3 clusters Score -168039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -168084.125000 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -168084.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168125.046875 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -168125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -168161.843750 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -168161.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -168194.828125 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -168194.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -168212.593750 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -168212.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -168227.359375 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -168227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -168240.843750 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -168240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -168253.718750 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -168253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168267.203125 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -168267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168278.265625 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -168278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168288.750000 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -168288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168295.171875 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -168295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -168303.515625 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -168303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -168312.328125 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -168312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -168319.281250 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -168319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168329.156250 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -168329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -168339.109375 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -168339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168346.812500 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -168346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -168361.375000 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -168361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168382.203125 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -168382.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -168399.468750 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -168399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -168408.921875 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -168408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168419.703125 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -168419.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168427.562500 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -168427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -168435.750000 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -168435.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -168445.609375 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -168445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168447.750000 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -168447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168450.703125 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -168450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168455.156250 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -168455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -168456.171875 Penalty: 2371.554688
	Iteration 33Q: 3 clusters Score -168456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -168457.234375 Penalty: 2371.554688
	Iteration 34Q: 3 clusters Score -168457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -168459.875000 Penalty: 2371.554688
	Iteration 35Q: 3 clusters Score -168459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168464.343750 Penalty: 2371.554688
	Iteration 36Q: 3 clusters Score -168464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168466.375000 Penalty: 2371.554688
	Iteration 37Q: 3 clusters Score -168466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168466.937500 Penalty: 2371.554688
	Iteration 38Q: 3 clusters Score -168466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168468.703125 Penalty: 2371.554688
	Iteration 39Q: 3 clusters Score -168468.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -168469.375000 Penalty: 2371.554688
	Iteration 40F: 3 clusters Score -168469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -177355.453125 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -177355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175570.140625 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -175570.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175896.656250 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -175896.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -175977.390625 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -175977.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176025.968750 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -176026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -176058.531250 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -176058.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -176079.968750 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -176080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176096.250000 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -176096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -176106.656250 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -176106.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -176114.421875 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -176114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176117.031250 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -176117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -176117.796875 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -176117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -176121.484375 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -176121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -176126.156250 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -176126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -176130.156250 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -176130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -176132.984375 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -176133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -176136.640625 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -176136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176140.718750 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -176140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176142.796875 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -176142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -176144.171875 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -176144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176145.000000 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -176145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176145.750000 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -176145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176146.843750 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -176146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176146.843750 Penalty: 2370.451904
	Iteration 22F: 3 clusters Score -176146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (136822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Entering Unmasked Estep 
Score: -16558768.000000 Penalty: 1921.795898
	Iteration 0F: 2 clusters Score -1.655877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -16471948.000000 Penalty: 3843.591797
	Iteration 0F: 3 clusters Score -1.647195e+07 nChanged 66020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -16510600.000000 Penalty: 3843.591797
	Iteration 1F: 3 clusters Score -1.65106e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -16511386.000000 Penalty: 3843.591797
	Iteration 2Q: 3 clusters Score -1.651139e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -16512540.000000 Penalty: 3843.591797
	Iteration 3Q: 3 clusters Score -1.651254e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -16514394.000000 Penalty: 3843.591797
	Iteration 4Q: 3 clusters Score -1.651439e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -16517172.000000 Penalty: 3843.591797
	Iteration 5Q: 3 clusters Score -1.651717e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -16521828.000000 Penalty: 3843.591797
	Iteration 6F: 3 clusters Score -1.652183e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -16529164.000000 Penalty: 3843.591797
	Iteration 7F: 3 clusters Score -1.652916e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -16537942.000000 Penalty: 3843.591797
	Iteration 8F: 3 clusters Score -1.653794e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -16545414.000000 Penalty: 3843.591797
	Iteration 9F: 3 clusters Score -1.654541e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -16550519.000000 Penalty: 3843.591797
	Iteration 10Q: 3 clusters Score -1.655052e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 130955 members 
Entering Unmasked Estep 
Score: -16553467.000000 Penalty: 3843.591797
	Iteration 11Q: 3 clusters Score -1.655347e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 133086 members 
Entering Unmasked Estep 
Score: -16555074.000000 Penalty: 3843.591797
	Iteration 12Q: 3 clusters Score -1.655507e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 134306 members 
Entering Unmasked Estep 
Score: -16556092.000000 Penalty: 3843.591797
	Iteration 13Q: 3 clusters Score -1.655609e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
Score: -16556708.000000 Penalty: 3843.591797
	Iteration 14Q: 3 clusters Score -1.655671e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 135361 members 
Entering Unmasked Estep 
Score: -16557101.000000 Penalty: 3843.591797
	Iteration 15Q: 3 clusters Score -1.65571e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 135578 members 
Entering Unmasked Estep 
Score: -16557355.000000 Penalty: 3843.591797
	Iteration 16Q: 3 clusters Score -1.655736e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 135698 members 
Entering Unmasked Estep 
Score: -16557533.000000 Penalty: 3843.591797
	Iteration 17Q: 3 clusters Score -1.655753e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 135758 members 
Entering Unmasked Estep 
Score: -16557723.000000 Penalty: 3843.591797
	Iteration 18Q: 3 clusters Score -1.655772e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -16557906.000000 Penalty: 3843.591797
	Iteration 19Q: 3 clusters Score -1.655791e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -16558036.000000 Penalty: 3843.591797
	Iteration 20F: 3 clusters Score -1.655804e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -16558127.000000 Penalty: 3843.591797
	Iteration 21Q: 3 clusters Score -1.655813e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 135711 members 
Entering Unmasked Estep 
Score: -16558181.000000 Penalty: 3843.591797
	Iteration 22Q: 3 clusters Score -1.655818e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -16558225.000000 Penalty: 3843.591797
	Iteration 23Q: 3 clusters Score -1.655822e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -16558291.000000 Penalty: 3843.591797
	Iteration 24Q: 3 clusters Score -1.655829e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 135622 members 
Entering Unmasked Estep 
Score: -16558323.000000 Penalty: 3843.591797
	Iteration 25Q: 3 clusters Score -1.655832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -16558337.000000 Penalty: 3843.591797
	Iteration 26Q: 3 clusters Score -1.655834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -16558353.000000 Penalty: 3843.591797
	Iteration 27Q: 3 clusters Score -1.655835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 135532 members 
Entering Unmasked Estep 
Score: -16558368.000000 Penalty: 3843.591797
	Iteration 28Q: 3 clusters Score -1.655837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -16558387.000000 Penalty: 3843.591797
	Iteration 29Q: 3 clusters Score -1.655839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -16558390.000000 Penalty: 3843.591797
	Iteration 30Q: 3 clusters Score -1.655839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 135469 members 
Entering Unmasked Estep 
Score: -16558395.000000 Penalty: 3843.591797
	Iteration 31Q: 3 clusters Score -1.65584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 135459 members 
Entering Unmasked Estep 
Score: -16558403.000000 Penalty: 3843.591797
	Iteration 32Q: 3 clusters Score -1.65584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -16558407.000000 Penalty: 3843.591797
	Iteration 33Q: 3 clusters Score -1.655841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -16558420.000000 Penalty: 3843.591797
	Iteration 34Q: 3 clusters Score -1.655842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 135421 members 
Entering Unmasked Estep 
Score: -16558418.000000 Penalty: 3843.591797
	Iteration 35Q: 3 clusters Score -1.655842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -16558427.000000 Penalty: 3843.591797
	Iteration 36Q: 3 clusters Score -1.655843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 135397 members 
Entering Unmasked Estep 
Score: -16558437.000000 Penalty: 3843.591797
	Iteration 37Q: 3 clusters Score -1.655844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -16558442.000000 Penalty: 3843.591797
	Iteration 38Q: 3 clusters Score -1.655844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -16558427.000000 Penalty: 3843.591797
	Iteration 39Q: 3 clusters Score -1.655843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -16558434.000000 Penalty: 3843.591797
	Iteration 40F: 3 clusters Score -1.655843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 135371 members 
Entering Unmasked Estep 
Score: -16558435.000000 Penalty: 3843.591797
	Iteration 41Q: 3 clusters Score -1.655844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -16558439.000000 Penalty: 3843.591797
	Iteration 42Q: 3 clusters Score -1.655844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -16558437.000000 Penalty: 3843.591797
	Iteration 43Q: 3 clusters Score -1.655844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -16558441.000000 Penalty: 3843.591797
	Iteration 44Q: 3 clusters Score -1.655844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 135335 members 
Entering Unmasked Estep 
Score: -16558441.000000 Penalty: 3843.591797
	Iteration 45Q: 3 clusters Score -1.655844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -16558451.000000 Penalty: 3843.591797
	Iteration 46Q: 3 clusters Score -1.655845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -16558442.000000 Penalty: 3843.591797
	Iteration 47Q: 3 clusters Score -1.655844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -16558443.000000 Penalty: 3843.591797
	Iteration 48Q: 3 clusters Score -1.655844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -16558439.000000 Penalty: 3843.591797
	Iteration 49Q: 3 clusters Score -1.655844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -16558443.000000 Penalty: 3843.591797
	Iteration 50Q: 3 clusters Score -1.655844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -16558453.000000 Penalty: 3843.591797
	Iteration 51Q: 3 clusters Score -1.655845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -16558450.000000 Penalty: 3843.591797
	Iteration 52Q: 3 clusters Score -1.655845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -16558453.000000 Penalty: 3843.591797
	Iteration 53Q: 3 clusters Score -1.655845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -16558450.000000 Penalty: 3843.591797
	Iteration 54Q: 3 clusters Score -1.655845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -16558440.000000 Penalty: 3843.591797
	Iteration 55Q: 3 clusters Score -1.655844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -16558440.000000 Penalty: 3843.591797
	Iteration 56F: 3 clusters Score -1.655844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 160 members 
Entering Unmasked Estep 
Score: -42303.632812 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42303.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43220.191406 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -43220.19 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -43490.601562 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43490.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -43690.699219 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -43733.265625 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -43733.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -43743.632812 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43743.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -43743.632812 Penalty: 1866.476074
	Iteration 6F: 3 clusters Score -43743.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17519 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 54 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 136822 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4067 members 
Entering Unmasked Estep 
Score: -29434482.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29434994.000000 to -29434482.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -46905.414062 Penalty: 987.989136
	Iteration 0F: 2 clusters Score -46905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45919.921875 Penalty: 1975.978271
	Iteration 0F: 3 clusters Score -45919.92 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46102.488281 Penalty: 1975.978271
	Iteration 1F: 3 clusters Score -46102.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46142.480469 Penalty: 1975.978271
	Iteration 2F: 3 clusters Score -46142.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46152.671875 Penalty: 1975.978271
	Iteration 3Q: 3 clusters Score -46152.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46153.664062 Penalty: 1975.978271
	Iteration 4Q: 3 clusters Score -46153.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46155.492188 Penalty: 1975.978271
	Iteration 5Q: 3 clusters Score -46155.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46155.492188 Penalty: 1975.978271
	Iteration 6F: 3 clusters Score -46155.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Entering Unmasked Estep 
Score: -1426399.250000 Penalty: 1520.419922
	Iteration 0F: 2 clusters Score -1426399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1418265.250000 Penalty: 3040.839844
	Iteration 0F: 3 clusters Score -1418265 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1420867.500000 Penalty: 3040.839844
	Iteration 1F: 3 clusters Score -1420868 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1421158.500000 Penalty: 3040.839844
	Iteration 2F: 3 clusters Score -1421158 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1421401.750000 Penalty: 3040.839844
	Iteration 3F: 3 clusters Score -1421402 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1421621.125000 Penalty: 3040.839844
	Iteration 4Q: 3 clusters Score -1421621 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1421867.250000 Penalty: 3040.839844
	Iteration 5Q: 3 clusters Score -1421867 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1422156.375000 Penalty: 3040.839844
	Iteration 6Q: 3 clusters Score -1422156 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1422489.250000 Penalty: 3040.839844
	Iteration 7Q: 3 clusters Score -1422489 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1422891.875000 Penalty: 3040.839844
	Iteration 8Q: 3 clusters Score -1422892 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1423317.125000 Penalty: 3040.839844
	Iteration 9F: 3 clusters Score -1423317 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1423702.500000 Penalty: 3040.839844
	Iteration 10Q: 3 clusters Score -1423702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1424064.500000 Penalty: 3040.839844
	Iteration 11Q: 3 clusters Score -1424064 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1424345.375000 Penalty: 3040.839844
	Iteration 12Q: 3 clusters Score -1424345 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1424572.125000 Penalty: 3040.839844
	Iteration 13Q: 3 clusters Score -1424572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1424728.750000 Penalty: 3040.839844
	Iteration 14Q: 3 clusters Score -1424729 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1424849.500000 Penalty: 3040.839844
	Iteration 15Q: 3 clusters Score -1424850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1424920.250000 Penalty: 3040.839844
	Iteration 16Q: 3 clusters Score -1424920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1424967.375000 Penalty: 3040.839844
	Iteration 17Q: 3 clusters Score -1424967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1424989.250000 Penalty: 3040.839844
	Iteration 18Q: 3 clusters Score -1424989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1425015.375000 Penalty: 3040.839844
	Iteration 19Q: 3 clusters Score -1425015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1425032.000000 Penalty: 3040.839844
	Iteration 20F: 3 clusters Score -1425032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1425047.625000 Penalty: 3040.839844
	Iteration 21Q: 3 clusters Score -1425048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1425059.875000 Penalty: 3040.839844
	Iteration 22Q: 3 clusters Score -1425060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1425065.000000 Penalty: 3040.839844
	Iteration 23Q: 3 clusters Score -1425065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1425072.000000 Penalty: 3040.839844
	Iteration 24Q: 3 clusters Score -1425072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1425073.250000 Penalty: 3040.839844
	Iteration 25Q: 3 clusters Score -1425073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1425079.000000 Penalty: 3040.839844
	Iteration 26Q: 3 clusters Score -1425079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1425083.125000 Penalty: 3040.839844
	Iteration 27Q: 3 clusters Score -1425083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1425088.250000 Penalty: 3040.839844
	Iteration 28Q: 3 clusters Score -1425088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1425090.750000 Penalty: 3040.839844
	Iteration 29Q: 3 clusters Score -1425091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1425091.375000 Penalty: 3040.839844
	Iteration 30Q: 3 clusters Score -1425091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1425093.125000 Penalty: 3040.839844
	Iteration 31Q: 3 clusters Score -1425093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1425097.875000 Penalty: 3040.839844
	Iteration 32Q: 3 clusters Score -1425098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1425099.625000 Penalty: 3040.839844
	Iteration 33Q: 3 clusters Score -1425100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1425098.625000 Penalty: 3040.839844
	Iteration 34Q: 3 clusters Score -1425099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1425100.000000 Penalty: 3040.839844
	Iteration 35Q: 3 clusters Score -1425100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1425100.125000 Penalty: 3040.839844
	Iteration 36Q: 3 clusters Score -1425100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1425103.250000 Penalty: 3040.839844
	Iteration 37Q: 3 clusters Score -1425103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1425107.000000 Penalty: 3040.839844
	Iteration 38Q: 3 clusters Score -1425107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1425106.750000 Penalty: 3040.839844
	Iteration 39Q: 3 clusters Score -1425107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1425109.125000 Penalty: 3040.839844
	Iteration 40F: 3 clusters Score -1425109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 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 193 members 
Entering Unmasked Estep 
Score: -36067.984375 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36067.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36228.378906 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36228.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36295.726562 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36295.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36320.539062 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -36320.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36336.625000 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36336.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36339.742188 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36339.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36343.324219 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36343.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36343.824219 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -36343.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36343.824219 Penalty: 1919.242554
	Iteration 8F: 3 clusters Score -36343.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -465664.031250 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -465664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -462305.656250 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -462305.7 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -463183.687500 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -463183.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -463349.562500 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -463349.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -463465.093750 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -463465.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -463551.187500 Penalty: 2700.964844
	Iteration 4Q: 3 clusters Score -463551.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -463647.468750 Penalty: 2700.964844
	Iteration 5Q: 3 clusters Score -463647.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -463729.562500 Penalty: 2700.964844
	Iteration 6Q: 3 clusters Score -463729.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -463808.562500 Penalty: 2700.964844
	Iteration 7Q: 3 clusters Score -463808.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -463896.437500 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -463896.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -463984.343750 Penalty: 2700.964844
	Iteration 9Q: 3 clusters Score -463984.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -464060.375000 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -464060.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -464120.781250 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -464120.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -464168.968750 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -464169 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -464212.343750 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -464212.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -464245.218750 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -464245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -464270.937500 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -464270.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -464290.031250 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -464290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -464309.625000 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -464309.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -464324.312500 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -464324.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -464338.281250 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -464338.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -464353.812500 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -464353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -464362.843750 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -464362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -464372.718750 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -464372.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -464377.281250 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -464377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -464381.031250 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -464381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -464387.343750 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -464387.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -464391.031250 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -464391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -464395.531250 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -464395.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -464401.562500 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -464401.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -464405.437500 Penalty: 2700.964844
	Iteration 29Q: 3 clusters Score -464405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -464407.500000 Penalty: 2700.964844
	Iteration 30Q: 3 clusters Score -464407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -464408.468750 Penalty: 2700.964844
	Iteration 31Q: 3 clusters Score -464408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -464410.218750 Penalty: 2700.964844
	Iteration 32Q: 3 clusters Score -464410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -464410.343750 Penalty: 2700.964844
	Iteration 33Q: 3 clusters Score -464410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -464410.343750 Penalty: 2700.964844
	Iteration 34F: 3 clusters Score -464410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17519 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 136822 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435006.000000 Penalty: 34291.625000
Iteration 319Q: 18 clusters Score -2.943501e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 20520 members 
Mstep: Class 4 contains 21742 members 
Mstep: Class 5 contains 4610 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 13 contains 136864 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11583 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434998.000000 Penalty: 34291.625000
Iteration 320F: 18 clusters Score -2.9435e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17522 members 
Mstep: Class 3 contains 20413 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 1467 members 
Mstep: Class 13 contains 136938 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11585 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 18 clusters Score -2.943497e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 21785 members 
Mstep: Class 5 contains 4612 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 137026 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 18 clusters Score -2.943503e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 20212 members 
Mstep: Class 4 contains 21799 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 137104 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 18 clusters Score -2.943505e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 17534 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 21817 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 137181 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11596 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 18 clusters Score -2.943508e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17526 members 
Mstep: Class 3 contains 20022 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 4612 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 6117 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 137253 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 18 clusters Score -2.943516e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 19912 members 
Mstep: Class 4 contains 21878 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 137334 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11606 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 18 clusters Score -2.943519e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 17511 members 
Mstep: Class 3 contains 19817 members 
Mstep: Class 4 contains 21901 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 137427 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 18 clusters Score -2.943514e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 17501 members 
Mstep: Class 3 contains 19730 members 
Mstep: Class 4 contains 21931 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1454 members 
Mstep: Class 13 contains 137507 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4060 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 18 clusters Score -2.943516e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 19669 members 
Mstep: Class 4 contains 21951 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6125 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 137590 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11606 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 18 clusters Score -2.943524e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17461 members 
Mstep: Class 3 contains 19582 members 
Mstep: Class 4 contains 21963 members 
Mstep: Class 5 contains 4619 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1446 members 
Mstep: Class 13 contains 137700 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435222.000000 Penalty: 34291.625000
Iteration 330Q: 18 clusters Score -2.943522e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17445 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 21985 members 
Mstep: Class 5 contains 4621 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 5509 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 137808 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435180.000000 Penalty: 34291.625000
Iteration 331Q: 18 clusters Score -2.943518e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17447 members 
Mstep: Class 3 contains 19405 members 
Mstep: Class 4 contains 22006 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 137884 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435178.000000 Penalty: 34291.625000
Iteration 332Q: 18 clusters Score -2.943518e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17451 members 
Mstep: Class 3 contains 19326 members 
Mstep: Class 4 contains 22030 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 137947 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435242.000000 Penalty: 34291.625000
Iteration 333Q: 18 clusters Score -2.943524e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17464 members 
Mstep: Class 3 contains 19258 members 
Mstep: Class 4 contains 22047 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 138008 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435210.000000 Penalty: 34291.625000
Iteration 334Q: 18 clusters Score -2.943521e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17470 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 22071 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 138070 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435266.000000 Penalty: 34291.625000
Iteration 335Q: 18 clusters Score -2.943527e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 19124 members 
Mstep: Class 4 contains 22083 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 138138 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435244.000000 Penalty: 34291.625000
Iteration 336Q: 18 clusters Score -2.943524e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 22100 members 
Mstep: Class 5 contains 4635 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 5433 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 12 contains 1401 members 
Mstep: Class 13 contains 138172 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435204.000000 Penalty: 34291.625000
Iteration 337Q: 18 clusters Score -2.94352e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17490 members 
Mstep: Class 3 contains 19037 members 
Mstep: Class 4 contains 22128 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 12 contains 1398 members 
Mstep: Class 13 contains 138190 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 18 clusters Score -2.943527e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17500 members 
Mstep: Class 3 contains 18978 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 138221 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11592 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 18 clusters Score -2.943523e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 18952 members 
Mstep: Class 4 contains 22184 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 138247 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11585 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435262.000000 Penalty: 34291.625000
Iteration 340F: 18 clusters Score -2.943526e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17493 members 
Mstep: Class 3 contains 18917 members 
Mstep: Class 4 contains 22208 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1386 members 
Mstep: Class 13 contains 138268 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 18 clusters Score -2.94353e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17485 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 4 contains 22234 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6156 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 138290 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 342Q: 18 clusters Score -2.94354e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17483 members 
Mstep: Class 3 contains 18879 members 
Mstep: Class 4 contains 22256 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 138289 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11585 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 343Q: 18 clusters Score -2.943545e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17485 members 
Mstep: Class 3 contains 18860 members 
Mstep: Class 4 contains 22283 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1373 members 
Mstep: Class 13 contains 138284 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 344Q: 18 clusters Score -2.943544e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17480 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 138299 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 345Q: 18 clusters Score -2.943547e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17484 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 22313 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 13 contains 138319 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 346Q: 18 clusters Score -2.943553e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17489 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 22326 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 13 contains 138322 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435598.000000 Penalty: 34291.625000
Iteration 347Q: 18 clusters Score -2.94356e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17494 members 
Mstep: Class 3 contains 18787 members 
Mstep: Class 4 contains 22345 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 13 contains 138326 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435576.000000 Penalty: 34291.625000
Iteration 348Q: 18 clusters Score -2.943558e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17505 members 
Mstep: Class 3 contains 18776 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 138330 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435624.000000 Penalty: 34291.625000
Iteration 349Q: 18 clusters Score -2.943562e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17510 members 
Mstep: Class 3 contains 18754 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 138349 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435596.000000 Penalty: 34291.625000
Iteration 350Q: 18 clusters Score -2.94356e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17517 members 
Mstep: Class 3 contains 18719 members 
Mstep: Class 4 contains 22384 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 138385 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435622.000000 Penalty: 34291.625000
Iteration 351Q: 18 clusters Score -2.943562e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17523 members 
Mstep: Class 3 contains 18688 members 
Mstep: Class 4 contains 22391 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 138418 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435620.000000 Penalty: 34291.625000
Iteration 352Q: 18 clusters Score -2.943562e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17536 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 22396 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 138445 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435630.000000 Penalty: 34291.625000
Iteration 353Q: 18 clusters Score -2.943563e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17548 members 
Mstep: Class 3 contains 18636 members 
Mstep: Class 4 contains 22400 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 138464 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11589 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435676.000000 Penalty: 34291.625000
Iteration 354Q: 18 clusters Score -2.943568e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17564 members 
Mstep: Class 3 contains 18600 members 
Mstep: Class 4 contains 22415 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 138476 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435638.000000 Penalty: 34291.625000
Iteration 355Q: 18 clusters Score -2.943564e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17579 members 
Mstep: Class 3 contains 18558 members 
Mstep: Class 4 contains 22429 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 138496 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11587 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435608.000000 Penalty: 34291.625000
Iteration 356Q: 18 clusters Score -2.943561e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17583 members 
Mstep: Class 3 contains 18523 members 
Mstep: Class 4 contains 22438 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 138531 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435650.000000 Penalty: 34291.625000
Iteration 357Q: 18 clusters Score -2.943565e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17591 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 138553 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435694.000000 Penalty: 34291.625000
Iteration 358Q: 18 clusters Score -2.943569e+07 nChanged 209
Entering ConstructFrom: 
Score: -29435694.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Entering Unmasked Estep 
Score: -1200466.750000 Penalty: 1491.126465
	Iteration 0F: 2 clusters Score -1200467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1193512.375000 Penalty: 2982.252930
	Iteration 0F: 3 clusters Score -1193512 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1195662.000000 Penalty: 2982.252930
	Iteration 1F: 3 clusters Score -1195662 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1195868.375000 Penalty: 2982.252930
	Iteration 2F: 3 clusters Score -1195868 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1196025.875000 Penalty: 2982.252930
	Iteration 3Q: 3 clusters Score -1196026 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1196183.125000 Penalty: 2982.252930
	Iteration 4Q: 3 clusters Score -1196183 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1196350.875000 Penalty: 2982.252930
	Iteration 5Q: 3 clusters Score -1196351 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1196547.250000 Penalty: 2982.252930
	Iteration 6Q: 3 clusters Score -1196547 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1196773.000000 Penalty: 2982.252930
	Iteration 7Q: 3 clusters Score -1196773 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1197050.875000 Penalty: 2982.252930
	Iteration 8Q: 3 clusters Score -1197051 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1197400.500000 Penalty: 2982.252930
	Iteration 9F: 3 clusters Score -1197400 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1197742.625000 Penalty: 2982.252930
	Iteration 10Q: 3 clusters Score -1197743 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1198118.750000 Penalty: 2982.252930
	Iteration 11Q: 3 clusters Score -1198119 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1198455.875000 Penalty: 2982.252930
	Iteration 12Q: 3 clusters Score -1198456 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1198713.375000 Penalty: 2982.252930
	Iteration 13Q: 3 clusters Score -1198713 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1198878.750000 Penalty: 2982.252930
	Iteration 14Q: 3 clusters Score -1198879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1198996.750000 Penalty: 2982.252930
	Iteration 15Q: 3 clusters Score -1198997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1199053.000000 Penalty: 2982.252930
	Iteration 16Q: 3 clusters Score -1199053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1199092.625000 Penalty: 2982.252930
	Iteration 17Q: 3 clusters Score -1199093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1199122.875000 Penalty: 2982.252930
	Iteration 18Q: 3 clusters Score -1199123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1199140.750000 Penalty: 2982.252930
	Iteration 19Q: 3 clusters Score -1199141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1199151.875000 Penalty: 2982.252930
	Iteration 20F: 3 clusters Score -1199152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1199154.375000 Penalty: 2982.252930
	Iteration 21Q: 3 clusters Score -1199154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1199162.375000 Penalty: 2982.252930
	Iteration 22Q: 3 clusters Score -1199162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1199178.000000 Penalty: 2982.252930
	Iteration 23Q: 3 clusters Score -1199178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1199182.000000 Penalty: 2982.252930
	Iteration 24Q: 3 clusters Score -1199182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1199184.625000 Penalty: 2982.252930
	Iteration 25Q: 3 clusters Score -1199185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1199186.875000 Penalty: 2982.252930
	Iteration 26Q: 3 clusters Score -1199187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1199188.250000 Penalty: 2982.252930
	Iteration 27Q: 3 clusters Score -1199188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1199188.625000 Penalty: 2982.252930
	Iteration 28Q: 3 clusters Score -1199189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1199189.500000 Penalty: 2982.252930
	Iteration 29Q: 3 clusters Score -1199190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1199189.500000 Penalty: 2982.252930
	Iteration 30F: 3 clusters Score -1199190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Entering Unmasked Estep 
Score: -2098191.750000 Penalty: 1588.543701
	Iteration 0F: 2 clusters Score -2098192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2086207.625000 Penalty: 3177.087402
	Iteration 0F: 3 clusters Score -2086208 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2090419.875000 Penalty: 3177.087402
	Iteration 1F: 3 clusters Score -2090420 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2090733.125000 Penalty: 3177.087402
	Iteration 2Q: 3 clusters Score -2090733 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2091031.500000 Penalty: 3177.087402
	Iteration 3Q: 3 clusters Score -2091032 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2091313.250000 Penalty: 3177.087402
	Iteration 4Q: 3 clusters Score -2091313 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2091653.125000 Penalty: 3177.087402
	Iteration 5Q: 3 clusters Score -2091653 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2092135.000000 Penalty: 3177.087402
	Iteration 6F: 3 clusters Score -2092135 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2092780.625000 Penalty: 3177.087402
	Iteration 7F: 3 clusters Score -2092781 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2093500.000000 Penalty: 3177.087402
	Iteration 8F: 3 clusters Score -2093500 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2094275.125000 Penalty: 3177.087402
	Iteration 9F: 3 clusters Score -2094275 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2094964.125000 Penalty: 3177.087402
	Iteration 10F: 3 clusters Score -2094964 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2095599.875000 Penalty: 3177.087402
	Iteration 11Q: 3 clusters Score -2095600 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2096054.250000 Penalty: 3177.087402
	Iteration 12Q: 3 clusters Score -2096054 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2096366.250000 Penalty: 3177.087402
	Iteration 13Q: 3 clusters Score -2096366 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2096554.375000 Penalty: 3177.087402
	Iteration 14Q: 3 clusters Score -2096554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2096661.500000 Penalty: 3177.087402
	Iteration 15Q: 3 clusters Score -2096662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2096720.000000 Penalty: 3177.087402
	Iteration 16Q: 3 clusters Score -2096720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2096743.625000 Penalty: 3177.087402
	Iteration 17Q: 3 clusters Score -2096744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2096761.000000 Penalty: 3177.087402
	Iteration 18Q: 3 clusters Score -2096761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2096772.625000 Penalty: 3177.087402
	Iteration 19Q: 3 clusters Score -2096773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2096775.875000 Penalty: 3177.087402
	Iteration 20F: 3 clusters Score -2096776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2096785.250000 Penalty: 3177.087402
	Iteration 21Q: 3 clusters Score -2096785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2096789.500000 Penalty: 3177.087402
	Iteration 22Q: 3 clusters Score -2096790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2096790.625000 Penalty: 3177.087402
	Iteration 23Q: 3 clusters Score -2096791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2096790.625000 Penalty: 3177.087402
	Iteration 24F: 3 clusters Score -2096791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Entering Unmasked Estep 
Score: -2313612.750000 Penalty: 1596.023193
	Iteration 0F: 2 clusters Score -2313613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2301114.000000 Penalty: 3192.046387
	Iteration 0F: 3 clusters Score -2301114 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2305742.750000 Penalty: 3192.046387
	Iteration 1F: 3 clusters Score -2305743 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2306295.250000 Penalty: 3192.046387
	Iteration 2F: 3 clusters Score -2306295 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2306854.500000 Penalty: 3192.046387
	Iteration 3F: 3 clusters Score -2306854 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2307503.250000 Penalty: 3192.046387
	Iteration 4F: 3 clusters Score -2307503 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2308177.500000 Penalty: 3192.046387
	Iteration 5F: 3 clusters Score -2308178 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2308771.000000 Penalty: 3192.046387
	Iteration 6F: 3 clusters Score -2308771 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2309217.750000 Penalty: 3192.046387
	Iteration 7Q: 3 clusters Score -2309218 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2309490.250000 Penalty: 3192.046387
	Iteration 8Q: 3 clusters Score -2309490 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2309630.750000 Penalty: 3192.046387
	Iteration 9Q: 3 clusters Score -2309631 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2309736.250000 Penalty: 3192.046387
	Iteration 10Q: 3 clusters Score -2309736 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2309796.250000 Penalty: 3192.046387
	Iteration 11Q: 3 clusters Score -2309796 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2309855.500000 Penalty: 3192.046387
	Iteration 12Q: 3 clusters Score -2309856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2309912.500000 Penalty: 3192.046387
	Iteration 13Q: 3 clusters Score -2309912 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2309963.000000 Penalty: 3192.046387
	Iteration 14Q: 3 clusters Score -2309963 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2310024.250000 Penalty: 3192.046387
	Iteration 15Q: 3 clusters Score -2310024 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2310069.750000 Penalty: 3192.046387
	Iteration 16Q: 3 clusters Score -2310070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2310105.500000 Penalty: 3192.046387
	Iteration 17Q: 3 clusters Score -2310106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2310143.000000 Penalty: 3192.046387
	Iteration 18Q: 3 clusters Score -2310143 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2310165.250000 Penalty: 3192.046387
	Iteration 19Q: 3 clusters Score -2310165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2310206.000000 Penalty: 3192.046387
	Iteration 20F: 3 clusters Score -2310206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2310228.500000 Penalty: 3192.046387
	Iteration 21Q: 3 clusters Score -2310228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2310258.250000 Penalty: 3192.046387
	Iteration 22Q: 3 clusters Score -2310258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2310280.250000 Penalty: 3192.046387
	Iteration 23Q: 3 clusters Score -2310280 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2310292.000000 Penalty: 3192.046387
	Iteration 24Q: 3 clusters Score -2310292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2310314.000000 Penalty: 3192.046387
	Iteration 25Q: 3 clusters Score -2310314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2310332.250000 Penalty: 3192.046387
	Iteration 26Q: 3 clusters Score -2310332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2310343.500000 Penalty: 3192.046387
	Iteration 27Q: 3 clusters Score -2310344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2310348.250000 Penalty: 3192.046387
	Iteration 28Q: 3 clusters Score -2310348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2310363.500000 Penalty: 3192.046387
	Iteration 29Q: 3 clusters Score -2310364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2310372.500000 Penalty: 3192.046387
	Iteration 30Q: 3 clusters Score -2310372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2310391.750000 Penalty: 3192.046387
	Iteration 31Q: 3 clusters Score -2310392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2310408.750000 Penalty: 3192.046387
	Iteration 32Q: 3 clusters Score -2310409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2310422.750000 Penalty: 3192.046387
	Iteration 33Q: 3 clusters Score -2310423 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2310432.500000 Penalty: 3192.046387
	Iteration 34Q: 3 clusters Score -2310432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2310444.250000 Penalty: 3192.046387
	Iteration 35Q: 3 clusters Score -2310444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2310459.750000 Penalty: 3192.046387
	Iteration 36Q: 3 clusters Score -2310460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2310460.000000 Penalty: 3192.046387
	Iteration 37Q: 3 clusters Score -2310460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2310474.500000 Penalty: 3192.046387
	Iteration 38Q: 3 clusters Score -2310474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2310479.000000 Penalty: 3192.046387
	Iteration 39Q: 3 clusters Score -2310479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2310482.750000 Penalty: 3192.046387
	Iteration 40F: 3 clusters Score -2310483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2310487.250000 Penalty: 3192.046387
	Iteration 41Q: 3 clusters Score -2310487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2310496.750000 Penalty: 3192.046387
	Iteration 42Q: 3 clusters Score -2310497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2310504.250000 Penalty: 3192.046387
	Iteration 43Q: 3 clusters Score -2310504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2310507.500000 Penalty: 3192.046387
	Iteration 44Q: 3 clusters Score -2310508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2310504.500000 Penalty: 3192.046387
	Iteration 45Q: 3 clusters Score -2310504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2310513.500000 Penalty: 3192.046387
	Iteration 46Q: 3 clusters Score -2310514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2310516.750000 Penalty: 3192.046387
	Iteration 47Q: 3 clusters Score -2310517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2310525.250000 Penalty: 3192.046387
	Iteration 48Q: 3 clusters Score -2310525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2310524.250000 Penalty: 3192.046387
	Iteration 49Q: 3 clusters Score -2310524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2310519.750000 Penalty: 3192.046387
	Iteration 50Q: 3 clusters Score -2310520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2310526.750000 Penalty: 3192.046387
	Iteration 51Q: 3 clusters Score -2310527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2310523.250000 Penalty: 3192.046387
	Iteration 52Q: 3 clusters Score -2310523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2310525.750000 Penalty: 3192.046387
	Iteration 53Q: 3 clusters Score -2310526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2310533.250000 Penalty: 3192.046387
	Iteration 54Q: 3 clusters Score -2310533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2310540.250000 Penalty: 3192.046387
	Iteration 55Q: 3 clusters Score -2310540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2310544.500000 Penalty: 3192.046387
	Iteration 56Q: 3 clusters Score -2310544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2310536.500000 Penalty: 3192.046387
	Iteration 57Q: 3 clusters Score -2310536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2310542.500000 Penalty: 3192.046387
	Iteration 58Q: 3 clusters Score -2310542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2310541.250000 Penalty: 3192.046387
	Iteration 59Q: 3 clusters Score -2310541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2310547.000000 Penalty: 3192.046387
	Iteration 60F: 3 clusters Score -2310547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2310552.500000 Penalty: 3192.046387
	Iteration 61Q: 3 clusters Score -2310552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2310555.500000 Penalty: 3192.046387
	Iteration 62Q: 3 clusters Score -2310556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2310559.500000 Penalty: 3192.046387
	Iteration 63Q: 3 clusters Score -2310560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2310555.500000 Penalty: 3192.046387
	Iteration 64Q: 3 clusters Score -2310556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2310554.750000 Penalty: 3192.046387
	Iteration 65Q: 3 clusters Score -2310555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2310556.000000 Penalty: 3192.046387
	Iteration 66Q: 3 clusters Score -2310556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2310562.750000 Penalty: 3192.046387
	Iteration 67Q: 3 clusters Score -2310563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2310561.750000 Penalty: 3192.046387
	Iteration 68Q: 3 clusters Score -2310562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2310566.000000 Penalty: 3192.046387
	Iteration 69Q: 3 clusters Score -2310566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2310570.750000 Penalty: 3192.046387
	Iteration 70Q: 3 clusters Score -2310571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2310573.500000 Penalty: 3192.046387
	Iteration 71Q: 3 clusters Score -2310574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2310577.250000 Penalty: 3192.046387
	Iteration 72Q: 3 clusters Score -2310577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2310581.750000 Penalty: 3192.046387
	Iteration 73Q: 3 clusters Score -2310582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2310580.500000 Penalty: 3192.046387
	Iteration 74Q: 3 clusters Score -2310580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2310579.750000 Penalty: 3192.046387
	Iteration 75Q: 3 clusters Score -2310580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2310581.750000 Penalty: 3192.046387
	Iteration 76Q: 3 clusters Score -2310582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2310583.500000 Penalty: 3192.046387
	Iteration 77Q: 3 clusters Score -2310584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2310582.750000 Penalty: 3192.046387
	Iteration 78Q: 3 clusters Score -2310583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2310586.750000 Penalty: 3192.046387
	Iteration 79Q: 3 clusters Score -2310587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2310586.750000 Penalty: 3192.046387
	Iteration 80F: 3 clusters Score -2310587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Entering Unmasked Estep 
Score: -2711007.250000 Penalty: 1628.254150
	Iteration 0F: 2 clusters Score -2711007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2695746.750000 Penalty: 3256.508301
	Iteration 0F: 3 clusters Score -2695747 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2701717.500000 Penalty: 3256.508301
	Iteration 1F: 3 clusters Score -2701718 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2702259.500000 Penalty: 3256.508301
	Iteration 2F: 3 clusters Score -2702260 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2702898.000000 Penalty: 3256.508301
	Iteration 3F: 3 clusters Score -2702898 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2703628.500000 Penalty: 3256.508301
	Iteration 4F: 3 clusters Score -2703628 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2704449.250000 Penalty: 3256.508301
	Iteration 5F: 3 clusters Score -2704449 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2705371.500000 Penalty: 3256.508301
	Iteration 6F: 3 clusters Score -2705372 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2706321.750000 Penalty: 3256.508301
	Iteration 7F: 3 clusters Score -2706322 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2707135.500000 Penalty: 3256.508301
	Iteration 8F: 3 clusters Score -2707136 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2707826.500000 Penalty: 3256.508301
	Iteration 9Q: 3 clusters Score -2707826 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2708375.250000 Penalty: 3256.508301
	Iteration 10Q: 3 clusters Score -2708375 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2708796.750000 Penalty: 3256.508301
	Iteration 11Q: 3 clusters Score -2708797 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2709134.000000 Penalty: 3256.508301
	Iteration 12Q: 3 clusters Score -2709134 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2709402.750000 Penalty: 3256.508301
	Iteration 13Q: 3 clusters Score -2709403 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2709632.500000 Penalty: 3256.508301
	Iteration 14Q: 3 clusters Score -2709632 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2709816.750000 Penalty: 3256.508301
	Iteration 15Q: 3 clusters Score -2709817 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2709945.250000 Penalty: 3256.508301
	Iteration 16Q: 3 clusters Score -2709945 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2710023.000000 Penalty: 3256.508301
	Iteration 17Q: 3 clusters Score -2710023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2710088.250000 Penalty: 3256.508301
	Iteration 18Q: 3 clusters Score -2710088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2710140.250000 Penalty: 3256.508301
	Iteration 19Q: 3 clusters Score -2710140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2710176.000000 Penalty: 3256.508301
	Iteration 20F: 3 clusters Score -2710176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2710192.250000 Penalty: 3256.508301
	Iteration 21Q: 3 clusters Score -2710192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2710199.500000 Penalty: 3256.508301
	Iteration 22Q: 3 clusters Score -2710200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2710205.750000 Penalty: 3256.508301
	Iteration 23Q: 3 clusters Score -2710206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2710217.000000 Penalty: 3256.508301
	Iteration 24Q: 3 clusters Score -2710217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2710215.000000 Penalty: 3256.508301
	Iteration 25Q: 3 clusters Score -2710215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2710214.500000 Penalty: 3256.508301
	Iteration 26Q: 3 clusters Score -2710214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2710222.000000 Penalty: 3256.508301
	Iteration 27Q: 3 clusters Score -2710222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2710227.000000 Penalty: 3256.508301
	Iteration 28Q: 3 clusters Score -2710227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2710226.750000 Penalty: 3256.508301
	Iteration 29Q: 3 clusters Score -2710227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2710238.500000 Penalty: 3256.508301
	Iteration 30Q: 3 clusters Score -2710238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2710237.750000 Penalty: 3256.508301
	Iteration 31Q: 3 clusters Score -2710238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2710240.250000 Penalty: 3256.508301
	Iteration 32Q: 3 clusters Score -2710240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2710244.500000 Penalty: 3256.508301
	Iteration 33Q: 3 clusters Score -2710244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2710245.000000 Penalty: 3256.508301
	Iteration 34Q: 3 clusters Score -2710245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2710245.000000 Penalty: 3256.508301
	Iteration 35Q: 3 clusters Score -2710245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2710245.750000 Penalty: 3256.508301
	Iteration 36Q: 3 clusters Score -2710246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2710245.000000 Penalty: 3256.508301
	Iteration 37Q: 3 clusters Score -2710245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2710243.000000 Penalty: 3256.508301
	Iteration 38Q: 3 clusters Score -2710243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2710246.500000 Penalty: 3256.508301
	Iteration 39Q: 3 clusters Score -2710246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2710247.000000 Penalty: 3256.508301
	Iteration 40F: 3 clusters Score -2710247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2710244.250000 Penalty: 3256.508301
	Iteration 41Q: 3 clusters Score -2710244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2710244.250000 Penalty: 3256.508301
	Iteration 42Q: 3 clusters Score -2710244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2710239.500000 Penalty: 3256.508301
	Iteration 43Q: 3 clusters Score -2710240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2710243.750000 Penalty: 3256.508301
	Iteration 44Q: 3 clusters Score -2710244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2710242.500000 Penalty: 3256.508301
	Iteration 45Q: 3 clusters Score -2710242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2710242.000000 Penalty: 3256.508301
	Iteration 46Q: 3 clusters Score -2710242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2710243.000000 Penalty: 3256.508301
	Iteration 47Q: 3 clusters Score -2710243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2710245.250000 Penalty: 3256.508301
	Iteration 48Q: 3 clusters Score -2710245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2710244.750000 Penalty: 3256.508301
	Iteration 49Q: 3 clusters Score -2710245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2710247.000000 Penalty: 3256.508301
	Iteration 50Q: 3 clusters Score -2710247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2710247.250000 Penalty: 3256.508301
	Iteration 51Q: 3 clusters Score -2710247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2710244.250000 Penalty: 3256.508301
	Iteration 52Q: 3 clusters Score -2710244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2710245.500000 Penalty: 3256.508301
	Iteration 53Q: 3 clusters Score -2710246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2710243.500000 Penalty: 3256.508301
	Iteration 54Q: 3 clusters Score -2710244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2710248.750000 Penalty: 3256.508301
	Iteration 55Q: 3 clusters Score -2710249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2710250.250000 Penalty: 3256.508301
	Iteration 56Q: 3 clusters Score -2710250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2710247.000000 Penalty: 3256.508301
	Iteration 57Q: 3 clusters Score -2710247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2710243.500000 Penalty: 3256.508301
	Iteration 58Q: 3 clusters Score -2710244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2710243.500000 Penalty: 3256.508301
	Iteration 59Q: 3 clusters Score -2710244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2710241.250000 Penalty: 3256.508301
	Iteration 60F: 3 clusters Score -2710241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2710240.250000 Penalty: 3256.508301
	Iteration 61Q: 3 clusters Score -2710240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2710242.000000 Penalty: 3256.508301
	Iteration 62Q: 3 clusters Score -2710242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2710242.000000 Penalty: 3256.508301
	Iteration 63F: 3 clusters Score -2710242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -579929.562500 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -579929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -576122.562500 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -576122.6 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -577182.375000 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -577182.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -577388.500000 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -577388.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -577540.500000 Penalty: 2745.549072
	Iteration 3F: 3 clusters Score -577540.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -577673.312500 Penalty: 2745.549072
	Iteration 4Q: 3 clusters Score -577673.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -577822.000000 Penalty: 2745.549072
	Iteration 5Q: 3 clusters Score -577822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -577939.250000 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -577939.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -578046.750000 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -578046.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -578168.062500 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -578168.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -578248.750000 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -578248.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -578330.500000 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -578330.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -578399.875000 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -578399.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -578454.937500 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -578454.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -578508.375000 Penalty: 2745.549072
	Iteration 13Q: 3 clusters Score -578508.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -578555.562500 Penalty: 2745.549072
	Iteration 14Q: 3 clusters Score -578555.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -578592.187500 Penalty: 2745.549072
	Iteration 15Q: 3 clusters Score -578592.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -578631.375000 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -578631.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -578668.125000 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -578668.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -578687.500000 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -578687.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -578702.562500 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -578702.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -578712.187500 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -578712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -578719.500000 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -578719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -578725.125000 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -578725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -578727.312500 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -578727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -578728.500000 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -578728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -578728.750000 Penalty: 2745.549072
	Iteration 25Q: 3 clusters Score -578728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -578729.750000 Penalty: 2745.549072
	Iteration 26Q: 3 clusters Score -578729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -578729.750000 Penalty: 2745.549072
	Iteration 27F: 3 clusters Score -578729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15520.330078 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15520.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15546.704102 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15549.324219 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15549.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15549.324219 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15549.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -432041.062500 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -432041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428919.406250 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -428919.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -429709.625000 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -429709.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429860.437500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -429860.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -429949.062500 Penalty: 2658.695312
	Iteration 3Q: 3 clusters Score -429949.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -430009.093750 Penalty: 2658.695312
	Iteration 4Q: 3 clusters Score -430009.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -430057.937500 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -430057.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -430095.375000 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -430095.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -430122.250000 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -430122.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -430145.062500 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -430145.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -430174.781250 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -430174.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -430209.968750 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -430210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -430251.093750 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -430251.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -430304.812500 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -430304.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -430368.718750 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -430368.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -430447.000000 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -430447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -430517.468750 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -430517.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -430604.312500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -430604.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -430667.750000 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -430667.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -430709.781250 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -430709.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -430737.062500 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -430737.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -430771.000000 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -430771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -430799.812500 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -430799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -430820.031250 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -430820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -430833.468750 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -430833.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -430840.406250 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -430840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -430846.687500 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -430846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -430854.218750 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -430854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -430859.281250 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -430859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -430865.125000 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -430865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -430867.406250 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -430867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -430870.906250 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -430870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -430871.781250 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -430871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -430872.187500 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -430872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -430872.187500 Penalty: 2658.695312
	Iteration 33F: 3 clusters Score -430872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Entering Unmasked Estep 
Score: -767810.375000 Penalty: 1418.605835
	Iteration 0F: 2 clusters Score -767810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -763053.187500 Penalty: 2837.211670
	Iteration 0F: 3 clusters Score -763053.2 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -764355.187500 Penalty: 2837.211670
	Iteration 1F: 3 clusters Score -764355.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -764515.812500 Penalty: 2837.211670
	Iteration 2F: 3 clusters Score -764515.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -764644.562500 Penalty: 2837.211670
	Iteration 3Q: 3 clusters Score -764644.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -764751.312500 Penalty: 2837.211670
	Iteration 4Q: 3 clusters Score -764751.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -764834.437500 Penalty: 2837.211670
	Iteration 5Q: 3 clusters Score -764834.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -764900.500000 Penalty: 2837.211670
	Iteration 6Q: 3 clusters Score -764900.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -764962.625000 Penalty: 2837.211670
	Iteration 7Q: 3 clusters Score -764962.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -765020.875000 Penalty: 2837.211670
	Iteration 8Q: 3 clusters Score -765020.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -765085.437500 Penalty: 2837.211670
	Iteration 9Q: 3 clusters Score -765085.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -765164.062500 Penalty: 2837.211670
	Iteration 10Q: 3 clusters Score -765164.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -765256.312500 Penalty: 2837.211670
	Iteration 11Q: 3 clusters Score -765256.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -765376.625000 Penalty: 2837.211670
	Iteration 12Q: 3 clusters Score -765376.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -765529.500000 Penalty: 2837.211670
	Iteration 13Q: 3 clusters Score -765529.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -765684.187500 Penalty: 2837.211670
	Iteration 14Q: 3 clusters Score -765684.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -765810.312500 Penalty: 2837.211670
	Iteration 15Q: 3 clusters Score -765810.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -765900.750000 Penalty: 2837.211670
	Iteration 16Q: 3 clusters Score -765900.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -765962.625000 Penalty: 2837.211670
	Iteration 17Q: 3 clusters Score -765962.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -766015.312500 Penalty: 2837.211670
	Iteration 18Q: 3 clusters Score -766015.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -766045.562500 Penalty: 2837.211670
	Iteration 19Q: 3 clusters Score -766045.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -766071.375000 Penalty: 2837.211670
	Iteration 20F: 3 clusters Score -766071.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -766092.687500 Penalty: 2837.211670
	Iteration 21Q: 3 clusters Score -766092.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -766108.062500 Penalty: 2837.211670
	Iteration 22Q: 3 clusters Score -766108.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -766122.750000 Penalty: 2837.211670
	Iteration 23Q: 3 clusters Score -766122.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -766138.125000 Penalty: 2837.211670
	Iteration 24Q: 3 clusters Score -766138.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -766154.812500 Penalty: 2837.211670
	Iteration 25Q: 3 clusters Score -766154.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -766168.437500 Penalty: 2837.211670
	Iteration 26Q: 3 clusters Score -766168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -766179.500000 Penalty: 2837.211670
	Iteration 27Q: 3 clusters Score -766179.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -766191.500000 Penalty: 2837.211670
	Iteration 28Q: 3 clusters Score -766191.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -766198.250000 Penalty: 2837.211670
	Iteration 29Q: 3 clusters Score -766198.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -766212.437500 Penalty: 2837.211670
	Iteration 30Q: 3 clusters Score -766212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -766221.687500 Penalty: 2837.211670
	Iteration 31Q: 3 clusters Score -766221.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -766231.437500 Penalty: 2837.211670
	Iteration 32Q: 3 clusters Score -766231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -766239.562500 Penalty: 2837.211670
	Iteration 33Q: 3 clusters Score -766239.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -766244.250000 Penalty: 2837.211670
	Iteration 34Q: 3 clusters Score -766244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -766247.500000 Penalty: 2837.211670
	Iteration 35Q: 3 clusters Score -766247.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -766249.250000 Penalty: 2837.211670
	Iteration 36Q: 3 clusters Score -766249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -766253.625000 Penalty: 2837.211670
	Iteration 37Q: 3 clusters Score -766253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -766255.312500 Penalty: 2837.211670
	Iteration 38Q: 3 clusters Score -766255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -766258.500000 Penalty: 2837.211670
	Iteration 39Q: 3 clusters Score -766258.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -766264.125000 Penalty: 2837.211670
	Iteration 40F: 3 clusters Score -766264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -766267.500000 Penalty: 2837.211670
	Iteration 41Q: 3 clusters Score -766267.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -766272.312500 Penalty: 2837.211670
	Iteration 42Q: 3 clusters Score -766272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -766277.187500 Penalty: 2837.211670
	Iteration 43Q: 3 clusters Score -766277.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -766280.437500 Penalty: 2837.211670
	Iteration 44Q: 3 clusters Score -766280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -766284.062500 Penalty: 2837.211670
	Iteration 45Q: 3 clusters Score -766284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -766287.500000 Penalty: 2837.211670
	Iteration 46Q: 3 clusters Score -766287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -766293.812500 Penalty: 2837.211670
	Iteration 47Q: 3 clusters Score -766293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -766302.875000 Penalty: 2837.211670
	Iteration 48Q: 3 clusters Score -766302.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -766311.812500 Penalty: 2837.211670
	Iteration 49Q: 3 clusters Score -766311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -766322.187500 Penalty: 2837.211670
	Iteration 50Q: 3 clusters Score -766322.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -766330.187500 Penalty: 2837.211670
	Iteration 51Q: 3 clusters Score -766330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -766338.250000 Penalty: 2837.211670
	Iteration 52Q: 3 clusters Score -766338.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -766350.312500 Penalty: 2837.211670
	Iteration 53Q: 3 clusters Score -766350.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -766359.937500 Penalty: 2837.211670
	Iteration 54Q: 3 clusters Score -766359.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -766366.000000 Penalty: 2837.211670
	Iteration 55Q: 3 clusters Score -766366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -766372.750000 Penalty: 2837.211670
	Iteration 56Q: 3 clusters Score -766372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -766376.125000 Penalty: 2837.211670
	Iteration 57Q: 3 clusters Score -766376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -766379.500000 Penalty: 2837.211670
	Iteration 58Q: 3 clusters Score -766379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -766382.312500 Penalty: 2837.211670
	Iteration 59Q: 3 clusters Score -766382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -766387.125000 Penalty: 2837.211670
	Iteration 60F: 3 clusters Score -766387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -766390.750000 Penalty: 2837.211670
	Iteration 61Q: 3 clusters Score -766390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -766392.687500 Penalty: 2837.211670
	Iteration 62Q: 3 clusters Score -766392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -766392.937500 Penalty: 2837.211670
	Iteration 63Q: 3 clusters Score -766392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -766393.937500 Penalty: 2837.211670
	Iteration 64Q: 3 clusters Score -766393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -766394.562500 Penalty: 2837.211670
	Iteration 65Q: 3 clusters Score -766394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -766395.125000 Penalty: 2837.211670
	Iteration 66Q: 3 clusters Score -766395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -766394.312500 Penalty: 2837.211670
	Iteration 67Q: 3 clusters Score -766394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -766398.062500 Penalty: 2837.211670
	Iteration 68Q: 3 clusters Score -766398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -766403.187500 Penalty: 2837.211670
	Iteration 69Q: 3 clusters Score -766403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -766406.062500 Penalty: 2837.211670
	Iteration 70Q: 3 clusters Score -766406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -766408.750000 Penalty: 2837.211670
	Iteration 71Q: 3 clusters Score -766408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -766410.750000 Penalty: 2837.211670
	Iteration 72Q: 3 clusters Score -766410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -766413.500000 Penalty: 2837.211670
	Iteration 73Q: 3 clusters Score -766413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -766413.437500 Penalty: 2837.211670
	Iteration 74Q: 3 clusters Score -766413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -766416.562500 Penalty: 2837.211670
	Iteration 75Q: 3 clusters Score -766416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -766417.687500 Penalty: 2837.211670
	Iteration 76Q: 3 clusters Score -766417.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -766419.687500 Penalty: 2837.211670
	Iteration 77Q: 3 clusters Score -766419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -766420.812500 Penalty: 2837.211670
	Iteration 78Q: 3 clusters Score -766420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -766421.937500 Penalty: 2837.211670
	Iteration 79Q: 3 clusters Score -766421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -766422.687500 Penalty: 2837.211670
	Iteration 80F: 3 clusters Score -766422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -766423.625000 Penalty: 2837.211670
	Iteration 81Q: 3 clusters Score -766423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -766423.437500 Penalty: 2837.211670
	Iteration 82Q: 3 clusters Score -766423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -766423.312500 Penalty: 2837.211670
	Iteration 83Q: 3 clusters Score -766423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -766423.625000 Penalty: 2837.211670
	Iteration 84Q: 3 clusters Score -766423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -766424.250000 Penalty: 2837.211670
	Iteration 85Q: 3 clusters Score -766424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -766423.812500 Penalty: 2837.211670
	Iteration 86Q: 3 clusters Score -766423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -766425.375000 Penalty: 2837.211670
	Iteration 87Q: 3 clusters Score -766425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -766425.375000 Penalty: 2837.211670
	Iteration 88F: 3 clusters Score -766425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -620320.062500 Penalty: 1392.651733
	Iteration 0F: 2 clusters Score -620320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -616169.375000 Penalty: 2785.303467
	Iteration 0F: 3 clusters Score -616169.4 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -617346.312500 Penalty: 2785.303467
	Iteration 1F: 3 clusters Score -617346.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -617552.125000 Penalty: 2785.303467
	Iteration 2F: 3 clusters Score -617552.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -617754.812500 Penalty: 2785.303467
	Iteration 3F: 3 clusters Score -617754.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -617918.875000 Penalty: 2785.303467
	Iteration 4Q: 3 clusters Score -617918.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -618060.625000 Penalty: 2785.303467
	Iteration 5Q: 3 clusters Score -618060.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -618186.937500 Penalty: 2785.303467
	Iteration 6Q: 3 clusters Score -618186.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -618284.125000 Penalty: 2785.303467
	Iteration 7Q: 3 clusters Score -618284.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -618376.062500 Penalty: 2785.303467
	Iteration 8Q: 3 clusters Score -618376.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -618446.000000 Penalty: 2785.303467
	Iteration 9Q: 3 clusters Score -618446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -618508.062500 Penalty: 2785.303467
	Iteration 10Q: 3 clusters Score -618508.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -618560.687500 Penalty: 2785.303467
	Iteration 11Q: 3 clusters Score -618560.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -618600.937500 Penalty: 2785.303467
	Iteration 12Q: 3 clusters Score -618600.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -618644.687500 Penalty: 2785.303467
	Iteration 13Q: 3 clusters Score -618644.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -618681.312500 Penalty: 2785.303467
	Iteration 14Q: 3 clusters Score -618681.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -618725.062500 Penalty: 2785.303467
	Iteration 15Q: 3 clusters Score -618725.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -618759.875000 Penalty: 2785.303467
	Iteration 16Q: 3 clusters Score -618759.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -618803.562500 Penalty: 2785.303467
	Iteration 17Q: 3 clusters Score -618803.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -618840.937500 Penalty: 2785.303467
	Iteration 18Q: 3 clusters Score -618840.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -618870.312500 Penalty: 2785.303467
	Iteration 19Q: 3 clusters Score -618870.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -618902.687500 Penalty: 2785.303467
	Iteration 20F: 3 clusters Score -618902.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -618920.250000 Penalty: 2785.303467
	Iteration 21Q: 3 clusters Score -618920.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -618935.937500 Penalty: 2785.303467
	Iteration 22Q: 3 clusters Score -618935.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -618953.125000 Penalty: 2785.303467
	Iteration 23Q: 3 clusters Score -618953.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -618980.562500 Penalty: 2785.303467
	Iteration 24Q: 3 clusters Score -618980.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -619018.937500 Penalty: 2785.303467
	Iteration 25Q: 3 clusters Score -619018.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -619046.187500 Penalty: 2785.303467
	Iteration 26Q: 3 clusters Score -619046.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -619082.375000 Penalty: 2785.303467
	Iteration 27Q: 3 clusters Score -619082.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -619117.812500 Penalty: 2785.303467
	Iteration 28Q: 3 clusters Score -619117.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -619165.625000 Penalty: 2785.303467
	Iteration 29Q: 3 clusters Score -619165.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -619222.187500 Penalty: 2785.303467
	Iteration 30Q: 3 clusters Score -619222.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -619315.687500 Penalty: 2785.303467
	Iteration 31Q: 3 clusters Score -619315.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -619529.500000 Penalty: 2785.303467
	Iteration 32Q: 3 clusters Score -619529.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -619671.125000 Penalty: 2785.303467
	Iteration 33Q: 3 clusters Score -619671.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -619693.000000 Penalty: 2785.303467
	Iteration 34Q: 3 clusters Score -619693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -619704.562500 Penalty: 2785.303467
	Iteration 35Q: 3 clusters Score -619704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -619710.125000 Penalty: 2785.303467
	Iteration 36Q: 3 clusters Score -619710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -619713.750000 Penalty: 2785.303467
	Iteration 37Q: 3 clusters Score -619713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -619717.250000 Penalty: 2785.303467
	Iteration 38Q: 3 clusters Score -619717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -619716.875000 Penalty: 2785.303467
	Iteration 39Q: 3 clusters Score -619716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -619717.062500 Penalty: 2785.303467
	Iteration 40F: 3 clusters Score -619717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -170307.500000 Penalty: 1186.765137
	Iteration 0F: 2 clusters Score -170307.5 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 763 members 
Entering Unmasked Estep 
Score: -168556.906250 Penalty: 2373.530273
	Iteration 0F: 3 clusters Score -168556.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168920.218750 Penalty: 2373.530273
	Iteration 1F: 3 clusters Score -168920.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -168994.015625 Penalty: 2373.530273
	Iteration 2F: 3 clusters Score -168994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -169022.937500 Penalty: 2373.530273
	Iteration 3Q: 3 clusters Score -169022.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169043.484375 Penalty: 2373.530273
	Iteration 4Q: 3 clusters Score -169043.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169064.750000 Penalty: 2373.530273
	Iteration 5Q: 3 clusters Score -169064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169082.906250 Penalty: 2373.530273
	Iteration 6Q: 3 clusters Score -169082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169096.453125 Penalty: 2373.530273
	Iteration 7Q: 3 clusters Score -169096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169107.593750 Penalty: 2373.530273
	Iteration 8Q: 3 clusters Score -169107.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -169113.703125 Penalty: 2373.530273
	Iteration 9Q: 3 clusters Score -169113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169120.203125 Penalty: 2373.530273
	Iteration 10Q: 3 clusters Score -169120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169126.250000 Penalty: 2373.530273
	Iteration 11Q: 3 clusters Score -169126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169131.078125 Penalty: 2373.530273
	Iteration 12Q: 3 clusters Score -169131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169135.375000 Penalty: 2373.530273
	Iteration 13Q: 3 clusters Score -169135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169140.000000 Penalty: 2373.530273
	Iteration 14Q: 3 clusters Score -169140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169141.265625 Penalty: 2373.530273
	Iteration 15Q: 3 clusters Score -169141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169141.265625 Penalty: 2373.530273
	Iteration 16F: 3 clusters Score -169141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -150769.000000 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -150769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -149144.890625 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -149144.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -149442.984375 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -149443 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149516.937500 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -149516.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149560.750000 Penalty: 2318.839600
	Iteration 3Q: 3 clusters Score -149560.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -149587.828125 Penalty: 2318.839600
	Iteration 4Q: 3 clusters Score -149587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149605.546875 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -149605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149624.437500 Penalty: 2318.839600
	Iteration 6Q: 3 clusters Score -149624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -149629.390625 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -149629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149633.312500 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -149633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149634.890625 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -149634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -149636.578125 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -149636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149637.718750 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -149637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149639.765625 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -149639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149641.968750 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -149642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149642.359375 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -149642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149642.984375 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -149643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -149643.718750 Penalty: 2318.839600
	Iteration 16Q: 3 clusters Score -149643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -149643.718750 Penalty: 2318.839600
	Iteration 17F: 3 clusters Score -149643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (138600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138600 members 
Entering Unmasked Estep 
Score: -16780018.000000 Penalty: 1923.894043
	Iteration 0F: 2 clusters Score -1.678002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -16692164.000000 Penalty: 3847.788086
	Iteration 0F: 3 clusters Score -1.669216e+07 nChanged 67065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -16731536.000000 Penalty: 3847.788086
	Iteration 1F: 3 clusters Score -1.673154e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -16732760.000000 Penalty: 3847.788086
	Iteration 2Q: 3 clusters Score -1.673276e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -16734230.000000 Penalty: 3847.788086
	Iteration 3Q: 3 clusters Score -1.673423e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -16736200.000000 Penalty: 3847.788086
	Iteration 4Q: 3 clusters Score -1.67362e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -16738461.000000 Penalty: 3847.788086
	Iteration 5Q: 3 clusters Score -1.673846e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -16740918.000000 Penalty: 3847.788086
	Iteration 6Q: 3 clusters Score -1.674092e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -16743411.000000 Penalty: 3847.788086
	Iteration 7Q: 3 clusters Score -1.674341e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -16746354.000000 Penalty: 3847.788086
	Iteration 8Q: 3 clusters Score -1.674635e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -16749498.000000 Penalty: 3847.788086
	Iteration 9Q: 3 clusters Score -1.67495e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -16753128.000000 Penalty: 3847.788086
	Iteration 10Q: 3 clusters Score -1.675313e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -16757003.000000 Penalty: 3847.788086
	Iteration 11Q: 3 clusters Score -1.6757e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -16760622.000000 Penalty: 3847.788086
	Iteration 12Q: 3 clusters Score -1.676062e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -16762652.000000 Penalty: 3847.788086
	Iteration 13Q: 3 clusters Score -1.676265e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -16763519.000000 Penalty: 3847.788086
	Iteration 14Q: 3 clusters Score -1.676352e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -16763906.000000 Penalty: 3847.788086
	Iteration 15Q: 3 clusters Score -1.676391e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -16764213.000000 Penalty: 3847.788086
	Iteration 16Q: 3 clusters Score -1.676421e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -16764463.000000 Penalty: 3847.788086
	Iteration 17Q: 3 clusters Score -1.676446e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -16764701.000000 Penalty: 3847.788086
	Iteration 18Q: 3 clusters Score -1.67647e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -16765001.000000 Penalty: 3847.788086
	Iteration 19Q: 3 clusters Score -1.6765e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -16765199.000000 Penalty: 3847.788086
	Iteration 20F: 3 clusters Score -1.67652e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -16765547.000000 Penalty: 3847.788086
	Iteration 21Q: 3 clusters Score -1.676555e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -16765847.000000 Penalty: 3847.788086
	Iteration 22Q: 3 clusters Score -1.676585e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -16766206.000000 Penalty: 3847.788086
	Iteration 23Q: 3 clusters Score -1.676621e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -16766485.000000 Penalty: 3847.788086
	Iteration 24Q: 3 clusters Score -1.676648e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -16766853.000000 Penalty: 3847.788086
	Iteration 25Q: 3 clusters Score -1.676685e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -16767203.000000 Penalty: 3847.788086
	Iteration 26Q: 3 clusters Score -1.67672e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -16767572.000000 Penalty: 3847.788086
	Iteration 27Q: 3 clusters Score -1.676757e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -16767923.000000 Penalty: 3847.788086
	Iteration 28Q: 3 clusters Score -1.676792e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -16768239.000000 Penalty: 3847.788086
	Iteration 29Q: 3 clusters Score -1.676824e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -16768681.000000 Penalty: 3847.788086
	Iteration 30Q: 3 clusters Score -1.676868e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -16769197.000000 Penalty: 3847.788086
	Iteration 31Q: 3 clusters Score -1.67692e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -16769584.000000 Penalty: 3847.788086
	Iteration 32Q: 3 clusters Score -1.676958e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 112202 members 
Entering Unmasked Estep 
Score: -16770086.000000 Penalty: 3847.788086
	Iteration 33Q: 3 clusters Score -1.677009e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -16770628.000000 Penalty: 3847.788086
	Iteration 34Q: 3 clusters Score -1.677063e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -16771202.000000 Penalty: 3847.788086
	Iteration 35Q: 3 clusters Score -1.67712e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -16771736.000000 Penalty: 3847.788086
	Iteration 36Q: 3 clusters Score -1.677174e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -16772351.000000 Penalty: 3847.788086
	Iteration 37Q: 3 clusters Score -1.677235e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -16773075.000000 Penalty: 3847.788086
	Iteration 38Q: 3 clusters Score -1.677308e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -16773863.000000 Penalty: 3847.788086
	Iteration 39Q: 3 clusters Score -1.677386e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -16774601.000000 Penalty: 3847.788086
	Iteration 40F: 3 clusters Score -1.67746e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -16775398.000000 Penalty: 3847.788086
	Iteration 41Q: 3 clusters Score -1.67754e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -16776202.000000 Penalty: 3847.788086
	Iteration 42Q: 3 clusters Score -1.67762e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -16776936.000000 Penalty: 3847.788086
	Iteration 43Q: 3 clusters Score -1.677694e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -16777626.000000 Penalty: 3847.788086
	Iteration 44Q: 3 clusters Score -1.677763e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 131096 members 
Entering Unmasked Estep 
Score: -16778230.000000 Penalty: 3847.788086
	Iteration 45Q: 3 clusters Score -1.677823e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -16778788.000000 Penalty: 3847.788086
	Iteration 46Q: 3 clusters Score -1.677879e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 132744 members 
Entering Unmasked Estep 
Score: -16779160.000000 Penalty: 3847.788086
	Iteration 47Q: 3 clusters Score -1.677916e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -16779452.000000 Penalty: 3847.788086
	Iteration 48Q: 3 clusters Score -1.677945e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 133757 members 
Entering Unmasked Estep 
Score: -16779698.000000 Penalty: 3847.788086
	Iteration 49Q: 3 clusters Score -1.67797e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -16779874.000000 Penalty: 3847.788086
	Iteration 50Q: 3 clusters Score -1.677987e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -16779988.000000 Penalty: 3847.788086
	Iteration 51Q: 3 clusters Score -1.677999e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -16780018.000000 Penalty: 3847.788086
	Iteration 52Q: 3 clusters Score -1.678002e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 134766 members 
Entering Unmasked Estep 
Score: -16780032.000000 Penalty: 3847.788086
	Iteration 53Q: 3 clusters Score -1.678003e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -16780066.000000 Penalty: 3847.788086
	Iteration 54Q: 3 clusters Score -1.678007e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -16780080.000000 Penalty: 3847.788086
	Iteration 55Q: 3 clusters Score -1.678008e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -16780090.000000 Penalty: 3847.788086
	Iteration 56Q: 3 clusters Score -1.678009e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 135128 members 
Entering Unmasked Estep 
Score: -16780090.000000 Penalty: 3847.788086
	Iteration 57Q: 3 clusters Score -1.678009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -16780120.000000 Penalty: 3847.788086
	Iteration 58Q: 3 clusters Score -1.678012e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 135231 members 
Entering Unmasked Estep 
Score: -16780126.000000 Penalty: 3847.788086
	Iteration 59Q: 3 clusters Score -1.678013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -16780114.000000 Penalty: 3847.788086
	Iteration 60F: 3 clusters Score -1.678011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -16780114.000000 Penalty: 3847.788086
	Iteration 61Q: 3 clusters Score -1.678011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -16780104.000000 Penalty: 3847.788086
	Iteration 62Q: 3 clusters Score -1.67801e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -16780110.000000 Penalty: 3847.788086
	Iteration 63Q: 3 clusters Score -1.678011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 135411 members 
Entering Unmasked Estep 
Score: -16780104.000000 Penalty: 3847.788086
	Iteration 64Q: 3 clusters Score -1.67801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 135439 members 
Entering Unmasked Estep 
Score: -16780098.000000 Penalty: 3847.788086
	Iteration 65Q: 3 clusters Score -1.67801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -16780102.000000 Penalty: 3847.788086
	Iteration 66Q: 3 clusters Score -1.67801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -16780114.000000 Penalty: 3847.788086
	Iteration 67Q: 3 clusters Score -1.678011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -16780110.000000 Penalty: 3847.788086
	Iteration 68Q: 3 clusters Score -1.678011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
Score: -16780110.000000 Penalty: 3847.788086
	Iteration 69Q: 3 clusters Score -1.678011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -16780120.000000 Penalty: 3847.788086
	Iteration 70Q: 3 clusters Score -1.678012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 135572 members 
Entering Unmasked Estep 
Score: -16780138.000000 Penalty: 3847.788086
	Iteration 71Q: 3 clusters Score -1.678014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -16780150.000000 Penalty: 3847.788086
	Iteration 72Q: 3 clusters Score -1.678015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -16780164.000000 Penalty: 3847.788086
	Iteration 73Q: 3 clusters Score -1.678016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 135635 members 
Entering Unmasked Estep 
Score: -16780180.000000 Penalty: 3847.788086
	Iteration 74Q: 3 clusters Score -1.678018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -16780162.000000 Penalty: 3847.788086
	Iteration 75Q: 3 clusters Score -1.678016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 135667 members 
Entering Unmasked Estep 
Score: -16780168.000000 Penalty: 3847.788086
	Iteration 76Q: 3 clusters Score -1.678017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -16780192.000000 Penalty: 3847.788086
	Iteration 77Q: 3 clusters Score -1.678019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 135709 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 78Q: 3 clusters Score -1.678019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 79Q: 3 clusters Score -1.678019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 135727 members 
Entering Unmasked Estep 
Score: -16780192.000000 Penalty: 3847.788086
	Iteration 80F: 3 clusters Score -1.678019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -16780198.000000 Penalty: 3847.788086
	Iteration 81Q: 3 clusters Score -1.67802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 82Q: 3 clusters Score -1.678019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -16780190.000000 Penalty: 3847.788086
	Iteration 83Q: 3 clusters Score -1.678019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -16780198.000000 Penalty: 3847.788086
	Iteration 84Q: 3 clusters Score -1.67802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -16780184.000000 Penalty: 3847.788086
	Iteration 85Q: 3 clusters Score -1.678018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -16780176.000000 Penalty: 3847.788086
	Iteration 86Q: 3 clusters Score -1.678018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 135769 members 
Entering Unmasked Estep 
Score: -16780196.000000 Penalty: 3847.788086
	Iteration 87Q: 3 clusters Score -1.67802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 135773 members 
Entering Unmasked Estep 
Score: -16780194.000000 Penalty: 3847.788086
	Iteration 88Q: 3 clusters Score -1.678019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 135779 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 89Q: 3 clusters Score -1.678019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -16780202.000000 Penalty: 3847.788086
	Iteration 90Q: 3 clusters Score -1.67802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -16780206.000000 Penalty: 3847.788086
	Iteration 91Q: 3 clusters Score -1.678021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -16780208.000000 Penalty: 3847.788086
	Iteration 92Q: 3 clusters Score -1.678021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 135791 members 
Entering Unmasked Estep 
Score: -16780184.000000 Penalty: 3847.788086
	Iteration 93Q: 3 clusters Score -1.678018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 135795 members 
Entering Unmasked Estep 
Score: -16780176.000000 Penalty: 3847.788086
	Iteration 94Q: 3 clusters Score -1.678018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 135796 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 95Q: 3 clusters Score -1.678019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 135797 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 96Q: 3 clusters Score -1.678019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 135797 members 
Entering Unmasked Estep 
Score: -16780186.000000 Penalty: 3847.788086
	Iteration 97F: 3 clusters Score -1.678019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17600 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 22472 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 11 contains 135797 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
Score: -29435670.000000 Penalty: 36308.777344
Splitting cluster 13 changes total score from -29435694.000000 to -29435670.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 152 members 
Entering Unmasked Estep 
Score: -42280.542969 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42280.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42585.492188 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42585.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43095.246094 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43095.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43373.421875 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43373.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43526.898438 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43572.917969 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43572.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43612.363281 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43612.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43653.800781 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43653.800781 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -43653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17600 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 22472 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 11 contains 262 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 138600 members 
Mstep: Class 14 contains 50 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
Score: -29435138.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29435694.000000 to -29435138.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -46455.222656 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -46455.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45477.234375 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -45477.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45629.933594 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -45629.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45669.265625 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -45669.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45684.226562 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -45684.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45694.605469 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -45694.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45697.882812 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -45697.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45700.187500 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -45700.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45700.187500 Penalty: 1972.989746
	Iteration 7F: 3 clusters Score -45700.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Entering Unmasked Estep 
Score: -1429343.625000 Penalty: 1520.714478
	Iteration 0F: 2 clusters Score -1429344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1421087.250000 Penalty: 3041.428955
	Iteration 0F: 3 clusters Score -1421087 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1423912.125000 Penalty: 3041.428955
	Iteration 1F: 3 clusters Score -1423912 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1424229.250000 Penalty: 3041.428955
	Iteration 2F: 3 clusters Score -1424229 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1424513.000000 Penalty: 3041.428955
	Iteration 3F: 3 clusters Score -1424513 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1424758.625000 Penalty: 3041.428955
	Iteration 4Q: 3 clusters Score -1424759 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1425012.625000 Penalty: 3041.428955
	Iteration 5Q: 3 clusters Score -1425013 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1425286.125000 Penalty: 3041.428955
	Iteration 6Q: 3 clusters Score -1425286 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1425622.375000 Penalty: 3041.428955
	Iteration 7Q: 3 clusters Score -1425622 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1425965.500000 Penalty: 3041.428955
	Iteration 8Q: 3 clusters Score -1425966 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1426325.625000 Penalty: 3041.428955
	Iteration 9Q: 3 clusters Score -1426326 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1426631.875000 Penalty: 3041.428955
	Iteration 10Q: 3 clusters Score -1426632 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1426846.875000 Penalty: 3041.428955
	Iteration 11Q: 3 clusters Score -1426847 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1427004.250000 Penalty: 3041.428955
	Iteration 12Q: 3 clusters Score -1427004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1427097.375000 Penalty: 3041.428955
	Iteration 13Q: 3 clusters Score -1427097 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1427158.125000 Penalty: 3041.428955
	Iteration 14Q: 3 clusters Score -1427158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1427193.375000 Penalty: 3041.428955
	Iteration 15Q: 3 clusters Score -1427193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1427223.750000 Penalty: 3041.428955
	Iteration 16Q: 3 clusters Score -1427224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1427255.750000 Penalty: 3041.428955
	Iteration 17Q: 3 clusters Score -1427256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1427280.500000 Penalty: 3041.428955
	Iteration 18Q: 3 clusters Score -1427280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1427297.625000 Penalty: 3041.428955
	Iteration 19Q: 3 clusters Score -1427298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1427311.500000 Penalty: 3041.428955
	Iteration 20F: 3 clusters Score -1427312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1427319.625000 Penalty: 3041.428955
	Iteration 21Q: 3 clusters Score -1427320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1427326.125000 Penalty: 3041.428955
	Iteration 22Q: 3 clusters Score -1427326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1427334.875000 Penalty: 3041.428955
	Iteration 23Q: 3 clusters Score -1427335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1427344.625000 Penalty: 3041.428955
	Iteration 24Q: 3 clusters Score -1427345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1427355.750000 Penalty: 3041.428955
	Iteration 25Q: 3 clusters Score -1427356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1427372.250000 Penalty: 3041.428955
	Iteration 26Q: 3 clusters Score -1427372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1427384.125000 Penalty: 3041.428955
	Iteration 27Q: 3 clusters Score -1427384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1427400.250000 Penalty: 3041.428955
	Iteration 28Q: 3 clusters Score -1427400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1427422.125000 Penalty: 3041.428955
	Iteration 29Q: 3 clusters Score -1427422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1427443.250000 Penalty: 3041.428955
	Iteration 30Q: 3 clusters Score -1427443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1427456.875000 Penalty: 3041.428955
	Iteration 31Q: 3 clusters Score -1427457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1427474.500000 Penalty: 3041.428955
	Iteration 32Q: 3 clusters Score -1427474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1427488.000000 Penalty: 3041.428955
	Iteration 33Q: 3 clusters Score -1427488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1427492.250000 Penalty: 3041.428955
	Iteration 34Q: 3 clusters Score -1427492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1427502.375000 Penalty: 3041.428955
	Iteration 35Q: 3 clusters Score -1427502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1427508.750000 Penalty: 3041.428955
	Iteration 36Q: 3 clusters Score -1427509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1427509.875000 Penalty: 3041.428955
	Iteration 37Q: 3 clusters Score -1427510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1427520.250000 Penalty: 3041.428955
	Iteration 38Q: 3 clusters Score -1427520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1427524.625000 Penalty: 3041.428955
	Iteration 39Q: 3 clusters Score -1427525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1427529.500000 Penalty: 3041.428955
	Iteration 40F: 3 clusters Score -1427530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1427535.875000 Penalty: 3041.428955
	Iteration 41Q: 3 clusters Score -1427536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1427539.375000 Penalty: 3041.428955
	Iteration 42Q: 3 clusters Score -1427539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1427542.625000 Penalty: 3041.428955
	Iteration 43Q: 3 clusters Score -1427543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1427547.000000 Penalty: 3041.428955
	Iteration 44Q: 3 clusters Score -1427547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1427556.375000 Penalty: 3041.428955
	Iteration 45Q: 3 clusters Score -1427556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1427564.875000 Penalty: 3041.428955
	Iteration 46Q: 3 clusters Score -1427565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1427568.875000 Penalty: 3041.428955
	Iteration 47Q: 3 clusters Score -1427569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1427577.125000 Penalty: 3041.428955
	Iteration 48Q: 3 clusters Score -1427577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1427584.375000 Penalty: 3041.428955
	Iteration 49Q: 3 clusters Score -1427584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1427589.875000 Penalty: 3041.428955
	Iteration 50Q: 3 clusters Score -1427590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1427608.875000 Penalty: 3041.428955
	Iteration 51Q: 3 clusters Score -1427609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1427626.500000 Penalty: 3041.428955
	Iteration 52Q: 3 clusters Score -1427626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1427638.750000 Penalty: 3041.428955
	Iteration 53Q: 3 clusters Score -1427639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1427648.125000 Penalty: 3041.428955
	Iteration 54Q: 3 clusters Score -1427648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1427655.625000 Penalty: 3041.428955
	Iteration 55Q: 3 clusters Score -1427656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1427664.000000 Penalty: 3041.428955
	Iteration 56Q: 3 clusters Score -1427664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1427666.375000 Penalty: 3041.428955
	Iteration 57Q: 3 clusters Score -1427666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1427677.500000 Penalty: 3041.428955
	Iteration 58Q: 3 clusters Score -1427678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1427684.375000 Penalty: 3041.428955
	Iteration 59Q: 3 clusters Score -1427684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1427690.250000 Penalty: 3041.428955
	Iteration 60F: 3 clusters Score -1427690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1427698.500000 Penalty: 3041.428955
	Iteration 61Q: 3 clusters Score -1427698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1427707.500000 Penalty: 3041.428955
	Iteration 62Q: 3 clusters Score -1427708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1427713.750000 Penalty: 3041.428955
	Iteration 63Q: 3 clusters Score -1427714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1427720.750000 Penalty: 3041.428955
	Iteration 64Q: 3 clusters Score -1427721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1427725.500000 Penalty: 3041.428955
	Iteration 65Q: 3 clusters Score -1427726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1427730.875000 Penalty: 3041.428955
	Iteration 66Q: 3 clusters Score -1427731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1427742.125000 Penalty: 3041.428955
	Iteration 67Q: 3 clusters Score -1427742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1427747.250000 Penalty: 3041.428955
	Iteration 68Q: 3 clusters Score -1427747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1427753.750000 Penalty: 3041.428955
	Iteration 69Q: 3 clusters Score -1427754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1427757.000000 Penalty: 3041.428955
	Iteration 70Q: 3 clusters Score -1427757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1427762.500000 Penalty: 3041.428955
	Iteration 71Q: 3 clusters Score -1427762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1427767.375000 Penalty: 3041.428955
	Iteration 72Q: 3 clusters Score -1427767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1427769.625000 Penalty: 3041.428955
	Iteration 73Q: 3 clusters Score -1427770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1427779.875000 Penalty: 3041.428955
	Iteration 74Q: 3 clusters Score -1427780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1427785.375000 Penalty: 3041.428955
	Iteration 75Q: 3 clusters Score -1427785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1427795.375000 Penalty: 3041.428955
	Iteration 76Q: 3 clusters Score -1427795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1427803.250000 Penalty: 3041.428955
	Iteration 77Q: 3 clusters Score -1427803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1427807.500000 Penalty: 3041.428955
	Iteration 78Q: 3 clusters Score -1427808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1427816.875000 Penalty: 3041.428955
	Iteration 79Q: 3 clusters Score -1427817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1427831.750000 Penalty: 3041.428955
	Iteration 80F: 3 clusters Score -1427832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1427842.500000 Penalty: 3041.428955
	Iteration 81Q: 3 clusters Score -1427842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1427854.250000 Penalty: 3041.428955
	Iteration 82Q: 3 clusters Score -1427854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1427872.000000 Penalty: 3041.428955
	Iteration 83Q: 3 clusters Score -1427872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1427888.625000 Penalty: 3041.428955
	Iteration 84Q: 3 clusters Score -1427889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1427901.625000 Penalty: 3041.428955
	Iteration 85Q: 3 clusters Score -1427902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1427914.000000 Penalty: 3041.428955
	Iteration 86Q: 3 clusters Score -1427914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1427919.875000 Penalty: 3041.428955
	Iteration 87Q: 3 clusters Score -1427920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1427931.500000 Penalty: 3041.428955
	Iteration 88Q: 3 clusters Score -1427932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1427941.250000 Penalty: 3041.428955
	Iteration 89Q: 3 clusters Score -1427941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1427953.250000 Penalty: 3041.428955
	Iteration 90Q: 3 clusters Score -1427953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1427960.000000 Penalty: 3041.428955
	Iteration 91Q: 3 clusters Score -1427960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1427965.250000 Penalty: 3041.428955
	Iteration 92Q: 3 clusters Score -1427965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1427971.375000 Penalty: 3041.428955
	Iteration 93Q: 3 clusters Score -1427971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1427979.375000 Penalty: 3041.428955
	Iteration 94Q: 3 clusters Score -1427979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1427983.500000 Penalty: 3041.428955
	Iteration 95Q: 3 clusters Score -1427984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1427991.125000 Penalty: 3041.428955
	Iteration 96Q: 3 clusters Score -1427991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1427997.750000 Penalty: 3041.428955
	Iteration 97Q: 3 clusters Score -1427998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1428002.375000 Penalty: 3041.428955
	Iteration 98Q: 3 clusters Score -1428002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1428008.625000 Penalty: 3041.428955
	Iteration 99Q: 3 clusters Score -1428009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1428008.875000 Penalty: 3041.428955
	Iteration 100F: 3 clusters Score -1428009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1428014.250000 Penalty: 3041.428955
	Iteration 101Q: 3 clusters Score -1428014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1428017.250000 Penalty: 3041.428955
	Iteration 102Q: 3 clusters Score -1428017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1428019.625000 Penalty: 3041.428955
	Iteration 103Q: 3 clusters Score -1428020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1428024.375000 Penalty: 3041.428955
	Iteration 104Q: 3 clusters Score -1428024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1428024.125000 Penalty: 3041.428955
	Iteration 105Q: 3 clusters Score -1428024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1428024.875000 Penalty: 3041.428955
	Iteration 106Q: 3 clusters Score -1428025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1428028.000000 Penalty: 3041.428955
	Iteration 107Q: 3 clusters Score -1428028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1428030.000000 Penalty: 3041.428955
	Iteration 108Q: 3 clusters Score -1428030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1428030.500000 Penalty: 3041.428955
	Iteration 109Q: 3 clusters Score -1428030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1428031.875000 Penalty: 3041.428955
	Iteration 110Q: 3 clusters Score -1428032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1428030.500000 Penalty: 3041.428955
	Iteration 111Q: 3 clusters Score -1428030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1428031.000000 Penalty: 3041.428955
	Iteration 112Q: 3 clusters Score -1428031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1428039.375000 Penalty: 3041.428955
	Iteration 113Q: 3 clusters Score -1428039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1428041.375000 Penalty: 3041.428955
	Iteration 114Q: 3 clusters Score -1428041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1428046.000000 Penalty: 3041.428955
	Iteration 115Q: 3 clusters Score -1428046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1428052.500000 Penalty: 3041.428955
	Iteration 116Q: 3 clusters Score -1428052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1428053.000000 Penalty: 3041.428955
	Iteration 117Q: 3 clusters Score -1428053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1428052.375000 Penalty: 3041.428955
	Iteration 118Q: 3 clusters Score -1428052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1428052.375000 Penalty: 3041.428955
	Iteration 119F: 3 clusters Score -1428052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36941.632812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36941.63 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 187 members 
Entering Unmasked Estep 
Score: -36072.414062 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -36072.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36375.011719 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36375.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36496.230469 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36496.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36545.210938 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -36545.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36563.792969 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -36563.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36578.679688 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -36578.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -36591.031250 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -36591.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36596.140625 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -36596.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -36598.382812 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -36598.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -36598.382812 Penalty: 1919.242554
	Iteration 9F: 3 clusters Score -36598.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -460594.000000 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -460594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -457238.093750 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -457238.1 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -458130.750000 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -458130.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -458311.187500 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -458311.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -458439.437500 Penalty: 2697.348877
	Iteration 3F: 3 clusters Score -458439.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -458520.812500 Penalty: 2697.348877
	Iteration 4Q: 3 clusters Score -458520.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -458569.031250 Penalty: 2697.348877
	Iteration 5Q: 3 clusters Score -458569 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -458602.031250 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -458602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458631.312500 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -458631.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -458649.750000 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -458649.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -458663.781250 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -458663.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -458678.437500 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -458678.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458691.687500 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -458691.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -458701.000000 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -458701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -458709.468750 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -458709.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458717.187500 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -458717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -458723.312500 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -458723.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -458729.562500 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -458729.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458734.343750 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -458734.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -458744.125000 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -458744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -458752.625000 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -458752.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -458763.531250 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -458763.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -458772.218750 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -458772.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -458787.687500 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -458787.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -458807.937500 Penalty: 2697.348877
	Iteration 23Q: 3 clusters Score -458807.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -458828.250000 Penalty: 2697.348877
	Iteration 24Q: 3 clusters Score -458828.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -458839.625000 Penalty: 2697.348877
	Iteration 25Q: 3 clusters Score -458839.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458847.781250 Penalty: 2697.348877
	Iteration 26Q: 3 clusters Score -458847.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -458855.906250 Penalty: 2697.348877
	Iteration 27Q: 3 clusters Score -458855.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -458861.156250 Penalty: 2697.348877
	Iteration 28Q: 3 clusters Score -458861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458866.343750 Penalty: 2697.348877
	Iteration 29Q: 3 clusters Score -458866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -458869.781250 Penalty: 2697.348877
	Iteration 30Q: 3 clusters Score -458869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -458871.406250 Penalty: 2697.348877
	Iteration 31Q: 3 clusters Score -458871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -458873.406250 Penalty: 2697.348877
	Iteration 32Q: 3 clusters Score -458873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -458877.000000 Penalty: 2697.348877
	Iteration 33Q: 3 clusters Score -458877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -458879.281250 Penalty: 2697.348877
	Iteration 34Q: 3 clusters Score -458879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -458883.812500 Penalty: 2697.348877
	Iteration 35Q: 3 clusters Score -458883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -458890.250000 Penalty: 2697.348877
	Iteration 36Q: 3 clusters Score -458890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -458894.468750 Penalty: 2697.348877
	Iteration 37Q: 3 clusters Score -458894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458898.718750 Penalty: 2697.348877
	Iteration 38Q: 3 clusters Score -458898.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -458904.781250 Penalty: 2697.348877
	Iteration 39Q: 3 clusters Score -458904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -458914.812500 Penalty: 2697.348877
	Iteration 40F: 3 clusters Score -458914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -458922.312500 Penalty: 2697.348877
	Iteration 41Q: 3 clusters Score -458922.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -458928.781250 Penalty: 2697.348877
	Iteration 42Q: 3 clusters Score -458928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458936.687500 Penalty: 2697.348877
	Iteration 43Q: 3 clusters Score -458936.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -458943.781250 Penalty: 2697.348877
	Iteration 44Q: 3 clusters Score -458943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -458952.937500 Penalty: 2697.348877
	Iteration 45Q: 3 clusters Score -458952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -458963.031250 Penalty: 2697.348877
	Iteration 46Q: 3 clusters Score -458963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -458970.656250 Penalty: 2697.348877
	Iteration 47Q: 3 clusters Score -458970.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -458981.031250 Penalty: 2697.348877
	Iteration 48Q: 3 clusters Score -458981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -458994.375000 Penalty: 2697.348877
	Iteration 49Q: 3 clusters Score -458994.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -459007.906250 Penalty: 2697.348877
	Iteration 50Q: 3 clusters Score -459007.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -459028.000000 Penalty: 2697.348877
	Iteration 51Q: 3 clusters Score -459028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -459041.218750 Penalty: 2697.348877
	Iteration 52Q: 3 clusters Score -459041.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -459057.843750 Penalty: 2697.348877
	Iteration 53Q: 3 clusters Score -459057.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -459077.781250 Penalty: 2697.348877
	Iteration 54Q: 3 clusters Score -459077.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -459099.468750 Penalty: 2697.348877
	Iteration 55Q: 3 clusters Score -459099.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -459123.281250 Penalty: 2697.348877
	Iteration 56Q: 3 clusters Score -459123.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -459148.187500 Penalty: 2697.348877
	Iteration 57Q: 3 clusters Score -459148.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -459167.062500 Penalty: 2697.348877
	Iteration 58Q: 3 clusters Score -459167.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -459185.218750 Penalty: 2697.348877
	Iteration 59Q: 3 clusters Score -459185.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459210.031250 Penalty: 2697.348877
	Iteration 60F: 3 clusters Score -459210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -459233.781250 Penalty: 2697.348877
	Iteration 61Q: 3 clusters Score -459233.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -459253.812500 Penalty: 2697.348877
	Iteration 62Q: 3 clusters Score -459253.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -459267.031250 Penalty: 2697.348877
	Iteration 63Q: 3 clusters Score -459267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -459277.125000 Penalty: 2697.348877
	Iteration 64Q: 3 clusters Score -459277.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -459293.562500 Penalty: 2697.348877
	Iteration 65Q: 3 clusters Score -459293.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -459310.656250 Penalty: 2697.348877
	Iteration 66Q: 3 clusters Score -459310.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -459320.875000 Penalty: 2697.348877
	Iteration 67Q: 3 clusters Score -459320.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -459325.406250 Penalty: 2697.348877
	Iteration 68Q: 3 clusters Score -459325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -459328.875000 Penalty: 2697.348877
	Iteration 69Q: 3 clusters Score -459328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -459335.437500 Penalty: 2697.348877
	Iteration 70Q: 3 clusters Score -459335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -459341.500000 Penalty: 2697.348877
	Iteration 71Q: 3 clusters Score -459341.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -459346.781250 Penalty: 2697.348877
	Iteration 72Q: 3 clusters Score -459346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -459349.500000 Penalty: 2697.348877
	Iteration 73Q: 3 clusters Score -459349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -459351.437500 Penalty: 2697.348877
	Iteration 74Q: 3 clusters Score -459351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -459353.218750 Penalty: 2697.348877
	Iteration 75Q: 3 clusters Score -459353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -459355.312500 Penalty: 2697.348877
	Iteration 76Q: 3 clusters Score -459355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -459357.218750 Penalty: 2697.348877
	Iteration 77Q: 3 clusters Score -459357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -459357.281250 Penalty: 2697.348877
	Iteration 78Q: 3 clusters Score -459357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -459358.437500 Penalty: 2697.348877
	Iteration 79Q: 3 clusters Score -459358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -459358.437500 Penalty: 2697.348877
	Iteration 80F: 3 clusters Score -459358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17600 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 22472 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 138600 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435750.000000 Penalty: 34291.625000
Iteration 359Q: 18 clusters Score -2.943575e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17611 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 22480 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 138633 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435846.000000 Penalty: 34291.625000
Iteration 360F: 18 clusters Score -2.943585e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17618 members 
Mstep: Class 3 contains 18338 members 
Mstep: Class 4 contains 22485 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 138677 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435874.000000 Penalty: 34291.625000
Iteration 361Q: 18 clusters Score -2.943587e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17628 members 
Mstep: Class 3 contains 18276 members 
Mstep: Class 4 contains 22495 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 138729 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435888.000000 Penalty: 34291.625000
Iteration 362Q: 18 clusters Score -2.943589e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 17629 members 
Mstep: Class 3 contains 18212 members 
Mstep: Class 4 contains 22508 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 138785 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11602 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435862.000000 Penalty: 34291.625000
Iteration 363Q: 18 clusters Score -2.943586e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17636 members 
Mstep: Class 3 contains 18145 members 
Mstep: Class 4 contains 22516 members 
Mstep: Class 5 contains 4667 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 138854 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435832.000000 Penalty: 34291.625000
Iteration 364Q: 18 clusters Score -2.943583e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17643 members 
Mstep: Class 3 contains 18063 members 
Mstep: Class 4 contains 22521 members 
Mstep: Class 5 contains 4666 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 138936 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 11591 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435854.000000 Penalty: 34291.625000
Iteration 365Q: 18 clusters Score -2.943585e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17650 members 
Mstep: Class 3 contains 17976 members 
Mstep: Class 4 contains 22523 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 139013 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11592 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435834.000000 Penalty: 34291.625000
Iteration 366Q: 18 clusters Score -2.943583e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17657 members 
Mstep: Class 3 contains 17876 members 
Mstep: Class 4 contains 22530 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 5219 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 139114 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435872.000000 Penalty: 34291.625000
Iteration 367Q: 18 clusters Score -2.943587e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 17663 members 
Mstep: Class 3 contains 17783 members 
Mstep: Class 4 contains 22540 members 
Mstep: Class 5 contains 4678 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 5211 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 139201 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435888.000000 Penalty: 34291.625000
Iteration 368Q: 18 clusters Score -2.943589e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 17671 members 
Mstep: Class 3 contains 17678 members 
Mstep: Class 4 contains 22547 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 139303 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11596 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435792.000000 Penalty: 34291.625000
Iteration 369Q: 18 clusters Score -2.943579e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17679 members 
Mstep: Class 3 contains 17566 members 
Mstep: Class 4 contains 22559 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6197 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 1484 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 139412 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11601 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435708.000000 Penalty: 34291.625000
Iteration 370Q: 18 clusters Score -2.943571e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 17691 members 
Mstep: Class 3 contains 17406 members 
Mstep: Class 4 contains 22567 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 5194 members 
Mstep: Class 10 contains 1485 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 139564 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435574.000000 Penalty: 34291.625000
Iteration 371Q: 18 clusters Score -2.943557e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 17208 members 
Mstep: Class 4 contains 22572 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6197 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 139747 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435424.000000 Penalty: 34291.625000
Iteration 372Q: 18 clusters Score -2.943542e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 17730 members 
Mstep: Class 3 contains 16943 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6196 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 140001 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435302.000000 Penalty: 34291.625000
Iteration 373Q: 18 clusters Score -2.94353e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 17747 members 
Mstep: Class 3 contains 16683 members 
Mstep: Class 4 contains 22593 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 140236 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435126.000000 Penalty: 34291.625000
Iteration 374Q: 18 clusters Score -2.943513e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 17759 members 
Mstep: Class 3 contains 16450 members 
Mstep: Class 4 contains 22605 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6202 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 140445 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11629 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435024.000000 Penalty: 34291.625000
Iteration 375Q: 18 clusters Score -2.943502e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17768 members 
Mstep: Class 3 contains 16208 members 
Mstep: Class 4 contains 22612 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6207 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 140670 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434832.000000 Penalty: 34291.625000
Iteration 376Q: 18 clusters Score -2.943483e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17786 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 22628 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6211 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 140897 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434720.000000 Penalty: 34291.625000
Iteration 377Q: 18 clusters Score -2.943472e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 17810 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 22639 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 141116 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 11633 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434668.000000 Penalty: 34291.625000
Iteration 378Q: 18 clusters Score -2.943467e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 22659 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 141317 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11635 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434606.000000 Penalty: 34291.625000
Iteration 379Q: 18 clusters Score -2.943461e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 22676 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 6237 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 1487 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 141487 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2014.589844 but Gain 2017.154297
Score: -29434584.000000 Penalty: 32274.470703
Iteration 380F: 17 clusters Score -2.943458e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 18255 members 
Mstep: Class 3 contains 15029 members 
Mstep: Class 4 contains 22693 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 13 contains 142186 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435946.000000 Penalty: 32274.470703
Iteration 381Q: 17 clusters Score -2.943595e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 18379 members 
Mstep: Class 3 contains 14838 members 
Mstep: Class 4 contains 22720 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 13 contains 142247 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436060.000000 Penalty: 32274.470703
Iteration 382Q: 17 clusters Score -2.943606e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 18477 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 4 contains 22741 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 13 contains 142321 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436004.000000 Penalty: 32274.470703
Iteration 383Q: 17 clusters Score -2.9436e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 18568 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 22770 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 13 contains 142397 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435988.000000 Penalty: 32274.470703
Iteration 384Q: 17 clusters Score -2.943599e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 14310 members 
Mstep: Class 4 contains 22801 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 6289 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 13 contains 142504 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435928.000000 Penalty: 32274.470703
Iteration 385Q: 17 clusters Score -2.943593e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 18723 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 22827 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 13 contains 142615 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435938.000000 Penalty: 32274.470703
Iteration 386Q: 17 clusters Score -2.943594e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 18777 members 
Mstep: Class 3 contains 13986 members 
Mstep: Class 4 contains 22846 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 6304 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 13 contains 142735 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436020.000000 Penalty: 32274.470703
Iteration 387Q: 17 clusters Score -2.943602e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 18825 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 22871 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 6311 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 1539 members 
Mstep: Class 13 contains 142838 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436036.000000 Penalty: 32274.470703
Iteration 388Q: 17 clusters Score -2.943604e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 18883 members 
Mstep: Class 3 contains 13708 members 
Mstep: Class 4 contains 22894 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 1539 members 
Mstep: Class 13 contains 142911 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436062.000000 Penalty: 32274.470703
Iteration 389Q: 17 clusters Score -2.943606e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 18926 members 
Mstep: Class 3 contains 13567 members 
Mstep: Class 4 contains 22901 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 13 contains 143023 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436082.000000 Penalty: 32274.470703
Iteration 390Q: 17 clusters Score -2.943608e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 18961 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 22922 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6327 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 13 contains 143112 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 11638 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436114.000000 Penalty: 32274.470703
Iteration 391Q: 17 clusters Score -2.943611e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 19003 members 
Mstep: Class 3 contains 13301 members 
Mstep: Class 4 contains 22934 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 4987 members 
Mstep: Class 10 contains 1541 members 
Mstep: Class 13 contains 143224 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436198.000000 Penalty: 32274.470703
Iteration 392Q: 17 clusters Score -2.94362e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 19032 members 
Mstep: Class 3 contains 13174 members 
Mstep: Class 4 contains 22945 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 13 contains 143323 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 433 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436222.000000 Penalty: 32274.470703
Iteration 393Q: 17 clusters Score -2.943622e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19056 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 22952 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 13 contains 143427 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436256.000000 Penalty: 32274.470703
Iteration 394Q: 17 clusters Score -2.943626e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 19081 members 
Mstep: Class 3 contains 12968 members 
Mstep: Class 4 contains 22961 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 6335 members 
Mstep: Class 9 contains 4941 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 13 contains 143514 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11639 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436318.000000 Penalty: 32274.470703
Iteration 395Q: 17 clusters Score -2.943632e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 19111 members 
Mstep: Class 3 contains 12873 members 
Mstep: Class 4 contains 22964 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 13 contains 143595 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436380.000000 Penalty: 32274.470703
Iteration 396Q: 17 clusters Score -2.943638e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 19143 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 22969 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6340 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 13 contains 143649 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436390.000000 Penalty: 32274.470703
Iteration 397Q: 17 clusters Score -2.943639e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 19171 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 22981 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 13 contains 143700 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436418.000000 Penalty: 32274.470703
Iteration 398Q: 17 clusters Score -2.943642e+07 nChanged 164
Entering ConstructFrom: 
Score: -29436418.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1204685.000000 Penalty: 1491.713989
	Iteration 0F: 2 clusters Score -1204685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1197799.125000 Penalty: 2983.427979
	Iteration 0F: 3 clusters Score -1197799 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1200081.500000 Penalty: 2983.427979
	Iteration 1F: 3 clusters Score -1200082 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1200323.375000 Penalty: 2983.427979
	Iteration 2F: 3 clusters Score -1200323 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1200494.500000 Penalty: 2983.427979
	Iteration 3Q: 3 clusters Score -1200494 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1200630.250000 Penalty: 2983.427979
	Iteration 4Q: 3 clusters Score -1200630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1200732.000000 Penalty: 2983.427979
	Iteration 5Q: 3 clusters Score -1200732 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1200832.000000 Penalty: 2983.427979
	Iteration 6Q: 3 clusters Score -1200832 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1200937.750000 Penalty: 2983.427979
	Iteration 7Q: 3 clusters Score -1200938 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1201066.375000 Penalty: 2983.427979
	Iteration 8Q: 3 clusters Score -1201066 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1201244.625000 Penalty: 2983.427979
	Iteration 9Q: 3 clusters Score -1201245 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1201484.250000 Penalty: 2983.427979
	Iteration 10Q: 3 clusters Score -1201484 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1201837.625000 Penalty: 2983.427979
	Iteration 11Q: 3 clusters Score -1201838 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1202273.625000 Penalty: 2983.427979
	Iteration 12Q: 3 clusters Score -1202274 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1202714.750000 Penalty: 2983.427979
	Iteration 13Q: 3 clusters Score -1202715 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1203068.000000 Penalty: 2983.427979
	Iteration 14Q: 3 clusters Score -1203068 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1203387.125000 Penalty: 2983.427979
	Iteration 15Q: 3 clusters Score -1203387 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1203661.500000 Penalty: 2983.427979
	Iteration 16Q: 3 clusters Score -1203662 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1203872.375000 Penalty: 2983.427979
	Iteration 17Q: 3 clusters Score -1203872 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1204049.750000 Penalty: 2983.427979
	Iteration 18Q: 3 clusters Score -1204050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1204156.000000 Penalty: 2983.427979
	Iteration 19Q: 3 clusters Score -1204156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1204218.750000 Penalty: 2983.427979
	Iteration 20F: 3 clusters Score -1204219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1204253.125000 Penalty: 2983.427979
	Iteration 21Q: 3 clusters Score -1204253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1204276.875000 Penalty: 2983.427979
	Iteration 22Q: 3 clusters Score -1204277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1204284.750000 Penalty: 2983.427979
	Iteration 23Q: 3 clusters Score -1204285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1204293.500000 Penalty: 2983.427979
	Iteration 24Q: 3 clusters Score -1204294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1204303.625000 Penalty: 2983.427979
	Iteration 25Q: 3 clusters Score -1204304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1204309.500000 Penalty: 2983.427979
	Iteration 26Q: 3 clusters Score -1204310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1204312.625000 Penalty: 2983.427979
	Iteration 27Q: 3 clusters Score -1204313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1204317.250000 Penalty: 2983.427979
	Iteration 28Q: 3 clusters Score -1204317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1204318.500000 Penalty: 2983.427979
	Iteration 29Q: 3 clusters Score -1204318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1204318.750000 Penalty: 2983.427979
	Iteration 30Q: 3 clusters Score -1204319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1204318.875000 Penalty: 2983.427979
	Iteration 31Q: 3 clusters Score -1204319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1204318.750000 Penalty: 2983.427979
	Iteration 32Q: 3 clusters Score -1204319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1204318.625000 Penalty: 2983.427979
	Iteration 33Q: 3 clusters Score -1204319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1204318.625000 Penalty: 2983.427979
	Iteration 34F: 3 clusters Score -1204319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Entering Unmasked Estep 
Score: -2283666.750000 Penalty: 1602.607056
	Iteration 0F: 2 clusters Score -2283667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2270618.500000 Penalty: 3205.214111
	Iteration 0F: 3 clusters Score -2270618 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2275249.500000 Penalty: 3205.214111
	Iteration 1F: 3 clusters Score -2275250 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2275507.250000 Penalty: 3205.214111
	Iteration 2Q: 3 clusters Score -2275507 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2275779.250000 Penalty: 3205.214111
	Iteration 3Q: 3 clusters Score -2275779 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2276129.250000 Penalty: 3205.214111
	Iteration 4Q: 3 clusters Score -2276129 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2276676.500000 Penalty: 3205.214111
	Iteration 5F: 3 clusters Score -2276676 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2277494.250000 Penalty: 3205.214111
	Iteration 6F: 3 clusters Score -2277494 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2278556.000000 Penalty: 3205.214111
	Iteration 7F: 3 clusters Score -2278556 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2279737.750000 Penalty: 3205.214111
	Iteration 8F: 3 clusters Score -2279738 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2280711.500000 Penalty: 3205.214111
	Iteration 9F: 3 clusters Score -2280712 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2281421.500000 Penalty: 3205.214111
	Iteration 10Q: 3 clusters Score -2281422 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2281892.000000 Penalty: 3205.214111
	Iteration 11Q: 3 clusters Score -2281892 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2282097.250000 Penalty: 3205.214111
	Iteration 12Q: 3 clusters Score -2282097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2282192.750000 Penalty: 3205.214111
	Iteration 13Q: 3 clusters Score -2282193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2282251.000000 Penalty: 3205.214111
	Iteration 14Q: 3 clusters Score -2282251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2282291.500000 Penalty: 3205.214111
	Iteration 15Q: 3 clusters Score -2282292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2282314.000000 Penalty: 3205.214111
	Iteration 16Q: 3 clusters Score -2282314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2282329.250000 Penalty: 3205.214111
	Iteration 17Q: 3 clusters Score -2282329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2282339.750000 Penalty: 3205.214111
	Iteration 18Q: 3 clusters Score -2282340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2282357.000000 Penalty: 3205.214111
	Iteration 19Q: 3 clusters Score -2282357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2282378.750000 Penalty: 3205.214111
	Iteration 20F: 3 clusters Score -2282379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2282386.750000 Penalty: 3205.214111
	Iteration 21Q: 3 clusters Score -2282387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2282393.000000 Penalty: 3205.214111
	Iteration 22Q: 3 clusters Score -2282393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2282401.750000 Penalty: 3205.214111
	Iteration 23Q: 3 clusters Score -2282402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2282411.750000 Penalty: 3205.214111
	Iteration 24Q: 3 clusters Score -2282412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2282419.750000 Penalty: 3205.214111
	Iteration 25Q: 3 clusters Score -2282420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2282421.500000 Penalty: 3205.214111
	Iteration 26Q: 3 clusters Score -2282422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2282422.750000 Penalty: 3205.214111
	Iteration 27Q: 3 clusters Score -2282423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2282429.500000 Penalty: 3205.214111
	Iteration 28Q: 3 clusters Score -2282430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2282434.750000 Penalty: 3205.214111
	Iteration 29Q: 3 clusters Score -2282435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2282449.000000 Penalty: 3205.214111
	Iteration 30Q: 3 clusters Score -2282449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2282460.250000 Penalty: 3205.214111
	Iteration 31Q: 3 clusters Score -2282460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2282466.500000 Penalty: 3205.214111
	Iteration 32Q: 3 clusters Score -2282466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2282476.500000 Penalty: 3205.214111
	Iteration 33Q: 3 clusters Score -2282476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2282486.250000 Penalty: 3205.214111
	Iteration 34Q: 3 clusters Score -2282486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2282494.250000 Penalty: 3205.214111
	Iteration 35Q: 3 clusters Score -2282494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2282497.500000 Penalty: 3205.214111
	Iteration 36Q: 3 clusters Score -2282498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2282516.750000 Penalty: 3205.214111
	Iteration 37Q: 3 clusters Score -2282517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2282529.000000 Penalty: 3205.214111
	Iteration 38Q: 3 clusters Score -2282529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2282537.500000 Penalty: 3205.214111
	Iteration 39Q: 3 clusters Score -2282538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2282540.250000 Penalty: 3205.214111
	Iteration 40F: 3 clusters Score -2282540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2282546.000000 Penalty: 3205.214111
	Iteration 41Q: 3 clusters Score -2282546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2282556.250000 Penalty: 3205.214111
	Iteration 42Q: 3 clusters Score -2282556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2282573.000000 Penalty: 3205.214111
	Iteration 43Q: 3 clusters Score -2282573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2282585.750000 Penalty: 3205.214111
	Iteration 44Q: 3 clusters Score -2282586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2282607.750000 Penalty: 3205.214111
	Iteration 45Q: 3 clusters Score -2282608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2282629.500000 Penalty: 3205.214111
	Iteration 46Q: 3 clusters Score -2282630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2282647.000000 Penalty: 3205.214111
	Iteration 47Q: 3 clusters Score -2282647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2282670.500000 Penalty: 3205.214111
	Iteration 48Q: 3 clusters Score -2282670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2282714.500000 Penalty: 3205.214111
	Iteration 49Q: 3 clusters Score -2282714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2282751.000000 Penalty: 3205.214111
	Iteration 50Q: 3 clusters Score -2282751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2282797.750000 Penalty: 3205.214111
	Iteration 51Q: 3 clusters Score -2282798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2282848.250000 Penalty: 3205.214111
	Iteration 52Q: 3 clusters Score -2282848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2282896.750000 Penalty: 3205.214111
	Iteration 53Q: 3 clusters Score -2282897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2282924.500000 Penalty: 3205.214111
	Iteration 54Q: 3 clusters Score -2282924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2282945.000000 Penalty: 3205.214111
	Iteration 55Q: 3 clusters Score -2282945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2282961.000000 Penalty: 3205.214111
	Iteration 56Q: 3 clusters Score -2282961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2282972.000000 Penalty: 3205.214111
	Iteration 57Q: 3 clusters Score -2282972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2282976.500000 Penalty: 3205.214111
	Iteration 58Q: 3 clusters Score -2282976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2282981.750000 Penalty: 3205.214111
	Iteration 59Q: 3 clusters Score -2282982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2283015.000000 Penalty: 3205.214111
	Iteration 60F: 3 clusters Score -2283015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2283038.500000 Penalty: 3205.214111
	Iteration 61Q: 3 clusters Score -2283038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2283049.500000 Penalty: 3205.214111
	Iteration 62Q: 3 clusters Score -2283050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2283061.000000 Penalty: 3205.214111
	Iteration 63Q: 3 clusters Score -2283061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2283068.750000 Penalty: 3205.214111
	Iteration 64Q: 3 clusters Score -2283069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2283067.500000 Penalty: 3205.214111
	Iteration 65Q: 3 clusters Score -2283068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2283075.750000 Penalty: 3205.214111
	Iteration 66Q: 3 clusters Score -2283076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2283078.250000 Penalty: 3205.214111
	Iteration 67Q: 3 clusters Score -2283078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2283079.750000 Penalty: 3205.214111
	Iteration 68Q: 3 clusters Score -2283080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2283081.500000 Penalty: 3205.214111
	Iteration 69Q: 3 clusters Score -2283082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2283086.000000 Penalty: 3205.214111
	Iteration 70Q: 3 clusters Score -2283086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2283087.750000 Penalty: 3205.214111
	Iteration 71Q: 3 clusters Score -2283088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2283090.500000 Penalty: 3205.214111
	Iteration 72Q: 3 clusters Score -2283090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2283090.250000 Penalty: 3205.214111
	Iteration 73Q: 3 clusters Score -2283090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2283090.250000 Penalty: 3205.214111
	Iteration 74F: 3 clusters Score -2283090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -1595218.500000 Penalty: 1535.238770
	Iteration 0F: 2 clusters Score -1595218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1586412.250000 Penalty: 3070.477539
	Iteration 0F: 3 clusters Score -1586412 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1589468.750000 Penalty: 3070.477539
	Iteration 1F: 3 clusters Score -1589469 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1589824.000000 Penalty: 3070.477539
	Iteration 2F: 3 clusters Score -1589824 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1590134.625000 Penalty: 3070.477539
	Iteration 3F: 3 clusters Score -1590135 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1590414.500000 Penalty: 3070.477539
	Iteration 4Q: 3 clusters Score -1590414 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1590713.000000 Penalty: 3070.477539
	Iteration 5Q: 3 clusters Score -1590713 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1591076.125000 Penalty: 3070.477539
	Iteration 6Q: 3 clusters Score -1591076 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1591465.250000 Penalty: 3070.477539
	Iteration 7Q: 3 clusters Score -1591465 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1591854.000000 Penalty: 3070.477539
	Iteration 8Q: 3 clusters Score -1591854 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1592162.125000 Penalty: 3070.477539
	Iteration 9Q: 3 clusters Score -1592162 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1592445.250000 Penalty: 3070.477539
	Iteration 10Q: 3 clusters Score -1592445 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1592685.500000 Penalty: 3070.477539
	Iteration 11Q: 3 clusters Score -1592686 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1592900.625000 Penalty: 3070.477539
	Iteration 12Q: 3 clusters Score -1592901 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1593057.625000 Penalty: 3070.477539
	Iteration 13Q: 3 clusters Score -1593058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1593183.000000 Penalty: 3070.477539
	Iteration 14Q: 3 clusters Score -1593183 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1593283.750000 Penalty: 3070.477539
	Iteration 15Q: 3 clusters Score -1593284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1593370.000000 Penalty: 3070.477539
	Iteration 16Q: 3 clusters Score -1593370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1593456.125000 Penalty: 3070.477539
	Iteration 17Q: 3 clusters Score -1593456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1593519.250000 Penalty: 3070.477539
	Iteration 18Q: 3 clusters Score -1593519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1593566.375000 Penalty: 3070.477539
	Iteration 19Q: 3 clusters Score -1593566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1593610.250000 Penalty: 3070.477539
	Iteration 20F: 3 clusters Score -1593610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1593636.125000 Penalty: 3070.477539
	Iteration 21Q: 3 clusters Score -1593636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1593659.250000 Penalty: 3070.477539
	Iteration 22Q: 3 clusters Score -1593659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1593675.750000 Penalty: 3070.477539
	Iteration 23Q: 3 clusters Score -1593676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1593697.125000 Penalty: 3070.477539
	Iteration 24Q: 3 clusters Score -1593697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1593715.750000 Penalty: 3070.477539
	Iteration 25Q: 3 clusters Score -1593716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1593728.375000 Penalty: 3070.477539
	Iteration 26Q: 3 clusters Score -1593728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1593747.250000 Penalty: 3070.477539
	Iteration 27Q: 3 clusters Score -1593747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1593757.625000 Penalty: 3070.477539
	Iteration 28Q: 3 clusters Score -1593758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1593769.500000 Penalty: 3070.477539
	Iteration 29Q: 3 clusters Score -1593770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1593778.875000 Penalty: 3070.477539
	Iteration 30Q: 3 clusters Score -1593779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1593792.875000 Penalty: 3070.477539
	Iteration 31Q: 3 clusters Score -1593793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1593797.500000 Penalty: 3070.477539
	Iteration 32Q: 3 clusters Score -1593798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1593804.750000 Penalty: 3070.477539
	Iteration 33Q: 3 clusters Score -1593805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1593814.500000 Penalty: 3070.477539
	Iteration 34Q: 3 clusters Score -1593814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1593823.625000 Penalty: 3070.477539
	Iteration 35Q: 3 clusters Score -1593824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1593829.000000 Penalty: 3070.477539
	Iteration 36Q: 3 clusters Score -1593829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1593832.125000 Penalty: 3070.477539
	Iteration 37Q: 3 clusters Score -1593832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1593831.750000 Penalty: 3070.477539
	Iteration 38Q: 3 clusters Score -1593832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1593835.125000 Penalty: 3070.477539
	Iteration 39Q: 3 clusters Score -1593835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1593838.125000 Penalty: 3070.477539
	Iteration 40F: 3 clusters Score -1593838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1593837.500000 Penalty: 3070.477539
	Iteration 41Q: 3 clusters Score -1593838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1593837.500000 Penalty: 3070.477539
	Iteration 42F: 3 clusters Score -1593838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Entering Unmasked Estep 
Score: -2772891.750000 Penalty: 1631.978516
	Iteration 0F: 2 clusters Score -2772892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2757215.000000 Penalty: 3263.957031
	Iteration 0F: 3 clusters Score -2757215 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2763299.000000 Penalty: 3263.957031
	Iteration 1F: 3 clusters Score -2763299 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2764267.500000 Penalty: 3263.957031
	Iteration 2F: 3 clusters Score -2764268 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2765354.250000 Penalty: 3263.957031
	Iteration 3F: 3 clusters Score -2765354 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2766436.000000 Penalty: 3263.957031
	Iteration 4F: 3 clusters Score -2766436 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2767474.500000 Penalty: 3263.957031
	Iteration 5F: 3 clusters Score -2767474 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2768545.250000 Penalty: 3263.957031
	Iteration 6F: 3 clusters Score -2768545 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2769604.750000 Penalty: 3263.957031
	Iteration 7F: 3 clusters Score -2769605 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2770513.500000 Penalty: 3263.957031
	Iteration 8Q: 3 clusters Score -2770514 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2771228.250000 Penalty: 3263.957031
	Iteration 9Q: 3 clusters Score -2771228 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2771650.000000 Penalty: 3263.957031
	Iteration 10Q: 3 clusters Score -2771650 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2771889.250000 Penalty: 3263.957031
	Iteration 11Q: 3 clusters Score -2771889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2772077.250000 Penalty: 3263.957031
	Iteration 12Q: 3 clusters Score -2772077 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2772198.250000 Penalty: 3263.957031
	Iteration 13Q: 3 clusters Score -2772198 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2772296.750000 Penalty: 3263.957031
	Iteration 14Q: 3 clusters Score -2772297 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2772355.250000 Penalty: 3263.957031
	Iteration 15Q: 3 clusters Score -2772355 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2772428.750000 Penalty: 3263.957031
	Iteration 16Q: 3 clusters Score -2772429 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2772494.000000 Penalty: 3263.957031
	Iteration 17Q: 3 clusters Score -2772494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2772540.750000 Penalty: 3263.957031
	Iteration 18Q: 3 clusters Score -2772541 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2772579.750000 Penalty: 3263.957031
	Iteration 19Q: 3 clusters Score -2772580 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2772650.250000 Penalty: 3263.957031
	Iteration 20F: 3 clusters Score -2772650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2772718.000000 Penalty: 3263.957031
	Iteration 21Q: 3 clusters Score -2772718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2772787.750000 Penalty: 3263.957031
	Iteration 22Q: 3 clusters Score -2772788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2772847.250000 Penalty: 3263.957031
	Iteration 23Q: 3 clusters Score -2772847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2772923.750000 Penalty: 3263.957031
	Iteration 24Q: 3 clusters Score -2772924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2772985.250000 Penalty: 3263.957031
	Iteration 25Q: 3 clusters Score -2772985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2773047.500000 Penalty: 3263.957031
	Iteration 26Q: 3 clusters Score -2773048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2773110.000000 Penalty: 3263.957031
	Iteration 27Q: 3 clusters Score -2773110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2773150.500000 Penalty: 3263.957031
	Iteration 28Q: 3 clusters Score -2773150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2773171.750000 Penalty: 3263.957031
	Iteration 29Q: 3 clusters Score -2773172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2773207.500000 Penalty: 3263.957031
	Iteration 30Q: 3 clusters Score -2773208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2773210.500000 Penalty: 3263.957031
	Iteration 31Q: 3 clusters Score -2773210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2773223.500000 Penalty: 3263.957031
	Iteration 32Q: 3 clusters Score -2773224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2773234.000000 Penalty: 3263.957031
	Iteration 33Q: 3 clusters Score -2773234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2773240.000000 Penalty: 3263.957031
	Iteration 34Q: 3 clusters Score -2773240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2773242.250000 Penalty: 3263.957031
	Iteration 35Q: 3 clusters Score -2773242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2773255.750000 Penalty: 3263.957031
	Iteration 36Q: 3 clusters Score -2773256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2773252.000000 Penalty: 3263.957031
	Iteration 37Q: 3 clusters Score -2773252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2773257.750000 Penalty: 3263.957031
	Iteration 38Q: 3 clusters Score -2773258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2773257.000000 Penalty: 3263.957031
	Iteration 39Q: 3 clusters Score -2773257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2773258.000000 Penalty: 3263.957031
	Iteration 40F: 3 clusters Score -2773258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2773262.000000 Penalty: 3263.957031
	Iteration 41Q: 3 clusters Score -2773262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2773265.250000 Penalty: 3263.957031
	Iteration 42Q: 3 clusters Score -2773265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2773270.250000 Penalty: 3263.957031
	Iteration 43Q: 3 clusters Score -2773270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2773270.250000 Penalty: 3263.957031
	Iteration 44Q: 3 clusters Score -2773270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2773270.250000 Penalty: 3263.957031
	Iteration 45Q: 3 clusters Score -2773270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2773269.250000 Penalty: 3263.957031
	Iteration 46Q: 3 clusters Score -2773269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2773266.750000 Penalty: 3263.957031
	Iteration 47Q: 3 clusters Score -2773267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2773267.000000 Penalty: 3263.957031
	Iteration 48Q: 3 clusters Score -2773267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2773267.000000 Penalty: 3263.957031
	Iteration 49F: 3 clusters Score -2773267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 20257 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 13 contains 143749 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3681 members 
Entering Unmasked Estep 
Score: -29436506.000000 Penalty: 34291.625000
Splitting cluster 4 changes total score from -29436418.000000 to -29436506.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -596033.937500 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -596033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -592167.437500 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -592167.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -593175.687500 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -593175.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -593355.062500 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -593355.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -593498.562500 Penalty: 2754.549561
	Iteration 3F: 3 clusters Score -593498.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -593615.312500 Penalty: 2754.549561
	Iteration 4Q: 3 clusters Score -593615.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -593705.500000 Penalty: 2754.549561
	Iteration 5Q: 3 clusters Score -593705.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -593777.937500 Penalty: 2754.549561
	Iteration 6Q: 3 clusters Score -593777.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -593849.062500 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -593849.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -593907.375000 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -593907.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -593974.250000 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -593974.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -594045.125000 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -594045.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -594121.875000 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -594121.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -594222.812500 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -594222.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -594316.250000 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -594316.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -594395.937500 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -594395.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -594474.000000 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -594474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -594551.062500 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -594551.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -594605.437500 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -594605.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -594644.937500 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -594644.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -594670.375000 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -594670.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -594687.375000 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -594687.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -594705.500000 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -594705.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -594726.625000 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -594726.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -594741.937500 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -594741.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -594755.312500 Penalty: 2754.549561
	Iteration 24Q: 3 clusters Score -594755.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -594770.687500 Penalty: 2754.549561
	Iteration 25Q: 3 clusters Score -594770.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -594781.437500 Penalty: 2754.549561
	Iteration 26Q: 3 clusters Score -594781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -594789.062500 Penalty: 2754.549561
	Iteration 27Q: 3 clusters Score -594789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -594795.625000 Penalty: 2754.549561
	Iteration 28Q: 3 clusters Score -594795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -594798.187500 Penalty: 2754.549561
	Iteration 29Q: 3 clusters Score -594798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -594800.562500 Penalty: 2754.549561
	Iteration 30Q: 3 clusters Score -594800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -594803.500000 Penalty: 2754.549561
	Iteration 31Q: 3 clusters Score -594803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -594806.062500 Penalty: 2754.549561
	Iteration 32Q: 3 clusters Score -594806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -594806.562500 Penalty: 2754.549561
	Iteration 33Q: 3 clusters Score -594806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -594806.875000 Penalty: 2754.549561
	Iteration 34Q: 3 clusters Score -594806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -594806.875000 Penalty: 2754.549561
	Iteration 35F: 3 clusters Score -594806.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15504.100586 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15519.484375 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15519.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -15530.788086 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15530.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15541.144531 Penalty: 1515.617798
	Iteration 3Q: 3 clusters Score -15541.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15541.144531 Penalty: 1515.617798
	Iteration 4F: 3 clusters Score -15541.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -434637.937500 Penalty: 1330.390991
	Iteration 0F: 2 clusters Score -434637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -431580.812500 Penalty: 2660.781982
	Iteration 0F: 3 clusters Score -431580.8 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -432386.750000 Penalty: 2660.781982
	Iteration 1F: 3 clusters Score -432386.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -432550.750000 Penalty: 2660.781982
	Iteration 2F: 3 clusters Score -432550.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -432676.406250 Penalty: 2660.781982
	Iteration 3F: 3 clusters Score -432676.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -432782.875000 Penalty: 2660.781982
	Iteration 4Q: 3 clusters Score -432782.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -432884.875000 Penalty: 2660.781982
	Iteration 5Q: 3 clusters Score -432884.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -432977.437500 Penalty: 2660.781982
	Iteration 6Q: 3 clusters Score -432977.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -433050.343750 Penalty: 2660.781982
	Iteration 7Q: 3 clusters Score -433050.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -433116.843750 Penalty: 2660.781982
	Iteration 8Q: 3 clusters Score -433116.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -433178.187500 Penalty: 2660.781982
	Iteration 9Q: 3 clusters Score -433178.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -433225.625000 Penalty: 2660.781982
	Iteration 10Q: 3 clusters Score -433225.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -433276.687500 Penalty: 2660.781982
	Iteration 11Q: 3 clusters Score -433276.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -433309.718750 Penalty: 2660.781982
	Iteration 12Q: 3 clusters Score -433309.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -433340.593750 Penalty: 2660.781982
	Iteration 13Q: 3 clusters Score -433340.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -433364.718750 Penalty: 2660.781982
	Iteration 14Q: 3 clusters Score -433364.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -433378.781250 Penalty: 2660.781982
	Iteration 15Q: 3 clusters Score -433378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -433390.156250 Penalty: 2660.781982
	Iteration 16Q: 3 clusters Score -433390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -433399.343750 Penalty: 2660.781982
	Iteration 17Q: 3 clusters Score -433399.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -433407.937500 Penalty: 2660.781982
	Iteration 18Q: 3 clusters Score -433407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -433413.281250 Penalty: 2660.781982
	Iteration 19Q: 3 clusters Score -433413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -433419.843750 Penalty: 2660.781982
	Iteration 20F: 3 clusters Score -433419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -433423.406250 Penalty: 2660.781982
	Iteration 21Q: 3 clusters Score -433423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -433430.281250 Penalty: 2660.781982
	Iteration 22Q: 3 clusters Score -433430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -433437.218750 Penalty: 2660.781982
	Iteration 23Q: 3 clusters Score -433437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -433443.531250 Penalty: 2660.781982
	Iteration 24Q: 3 clusters Score -433443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -433446.781250 Penalty: 2660.781982
	Iteration 25Q: 3 clusters Score -433446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -433451.093750 Penalty: 2660.781982
	Iteration 26Q: 3 clusters Score -433451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -433456.906250 Penalty: 2660.781982
	Iteration 27Q: 3 clusters Score -433456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -433464.125000 Penalty: 2660.781982
	Iteration 28Q: 3 clusters Score -433464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -433472.062500 Penalty: 2660.781982
	Iteration 29Q: 3 clusters Score -433472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -433477.625000 Penalty: 2660.781982
	Iteration 30Q: 3 clusters Score -433477.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -433487.281250 Penalty: 2660.781982
	Iteration 31Q: 3 clusters Score -433487.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -433498.093750 Penalty: 2660.781982
	Iteration 32Q: 3 clusters Score -433498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -433502.375000 Penalty: 2660.781982
	Iteration 33Q: 3 clusters Score -433502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -433505.718750 Penalty: 2660.781982
	Iteration 34Q: 3 clusters Score -433505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -433507.218750 Penalty: 2660.781982
	Iteration 35Q: 3 clusters Score -433507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433508.187500 Penalty: 2660.781982
	Iteration 36Q: 3 clusters Score -433508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433508.187500 Penalty: 2660.781982
	Iteration 37F: 3 clusters Score -433508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -786545.187500 Penalty: 1422.551147
	Iteration 0F: 2 clusters Score -786545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -781648.062500 Penalty: 2845.102295
	Iteration 0F: 3 clusters Score -781648.1 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -783123.437500 Penalty: 2845.102295
	Iteration 1F: 3 clusters Score -783123.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -783336.500000 Penalty: 2845.102295
	Iteration 2F: 3 clusters Score -783336.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -783501.812500 Penalty: 2845.102295
	Iteration 3F: 3 clusters Score -783501.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -783637.812500 Penalty: 2845.102295
	Iteration 4Q: 3 clusters Score -783637.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -783773.937500 Penalty: 2845.102295
	Iteration 5Q: 3 clusters Score -783773.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -783899.750000 Penalty: 2845.102295
	Iteration 6Q: 3 clusters Score -783899.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -784016.062500 Penalty: 2845.102295
	Iteration 7Q: 3 clusters Score -784016.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -784120.125000 Penalty: 2845.102295
	Iteration 8Q: 3 clusters Score -784120.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -784212.437500 Penalty: 2845.102295
	Iteration 9Q: 3 clusters Score -784212.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -784324.750000 Penalty: 2845.102295
	Iteration 10Q: 3 clusters Score -784324.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -784455.562500 Penalty: 2845.102295
	Iteration 11Q: 3 clusters Score -784455.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -784612.250000 Penalty: 2845.102295
	Iteration 12Q: 3 clusters Score -784612.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -784748.937500 Penalty: 2845.102295
	Iteration 13Q: 3 clusters Score -784748.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -784874.250000 Penalty: 2845.102295
	Iteration 14Q: 3 clusters Score -784874.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -784955.062500 Penalty: 2845.102295
	Iteration 15Q: 3 clusters Score -784955.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -785002.750000 Penalty: 2845.102295
	Iteration 16Q: 3 clusters Score -785002.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -785030.312500 Penalty: 2845.102295
	Iteration 17Q: 3 clusters Score -785030.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -785045.125000 Penalty: 2845.102295
	Iteration 18Q: 3 clusters Score -785045.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -785051.875000 Penalty: 2845.102295
	Iteration 19Q: 3 clusters Score -785051.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -785056.500000 Penalty: 2845.102295
	Iteration 20F: 3 clusters Score -785056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -785058.375000 Penalty: 2845.102295
	Iteration 21Q: 3 clusters Score -785058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -785060.687500 Penalty: 2845.102295
	Iteration 22Q: 3 clusters Score -785060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -785060.375000 Penalty: 2845.102295
	Iteration 23Q: 3 clusters Score -785060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -785061.687500 Penalty: 2845.102295
	Iteration 24Q: 3 clusters Score -785061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -785062.750000 Penalty: 2845.102295
	Iteration 25Q: 3 clusters Score -785062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -785062.562500 Penalty: 2845.102295
	Iteration 26Q: 3 clusters Score -785062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -785062.062500 Penalty: 2845.102295
	Iteration 27Q: 3 clusters Score -785062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -785062.062500 Penalty: 2845.102295
	Iteration 28F: 3 clusters Score -785062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -576413.875000 Penalty: 1380.794067
	Iteration 0F: 2 clusters Score -576413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -572505.312500 Penalty: 2761.588135
	Iteration 0F: 3 clusters Score -572505.3 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -573586.375000 Penalty: 2761.588135
	Iteration 1F: 3 clusters Score -573586.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -573778.062500 Penalty: 2761.588135
	Iteration 2F: 3 clusters Score -573778.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -573926.000000 Penalty: 2761.588135
	Iteration 3F: 3 clusters Score -573926 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -574050.187500 Penalty: 2761.588135
	Iteration 4Q: 3 clusters Score -574050.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -574179.375000 Penalty: 2761.588135
	Iteration 5Q: 3 clusters Score -574179.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -574320.687500 Penalty: 2761.588135
	Iteration 6Q: 3 clusters Score -574320.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -574480.250000 Penalty: 2761.588135
	Iteration 7Q: 3 clusters Score -574480.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -574607.875000 Penalty: 2761.588135
	Iteration 8Q: 3 clusters Score -574607.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -574727.187500 Penalty: 2761.588135
	Iteration 9Q: 3 clusters Score -574727.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -574843.437500 Penalty: 2761.588135
	Iteration 10Q: 3 clusters Score -574843.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -574929.500000 Penalty: 2761.588135
	Iteration 11Q: 3 clusters Score -574929.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -574993.000000 Penalty: 2761.588135
	Iteration 12Q: 3 clusters Score -574993 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -575044.125000 Penalty: 2761.588135
	Iteration 13Q: 3 clusters Score -575044.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -575072.687500 Penalty: 2761.588135
	Iteration 14Q: 3 clusters Score -575072.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -575092.312500 Penalty: 2761.588135
	Iteration 15Q: 3 clusters Score -575092.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -575105.687500 Penalty: 2761.588135
	Iteration 16Q: 3 clusters Score -575105.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -575115.375000 Penalty: 2761.588135
	Iteration 17Q: 3 clusters Score -575115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -575120.937500 Penalty: 2761.588135
	Iteration 18Q: 3 clusters Score -575120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -575125.750000 Penalty: 2761.588135
	Iteration 19Q: 3 clusters Score -575125.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -575129.437500 Penalty: 2761.588135
	Iteration 20F: 3 clusters Score -575129.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -575130.625000 Penalty: 2761.588135
	Iteration 21Q: 3 clusters Score -575130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -575131.500000 Penalty: 2761.588135
	Iteration 22Q: 3 clusters Score -575131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -575130.687500 Penalty: 2761.588135
	Iteration 23Q: 3 clusters Score -575130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -575132.062500 Penalty: 2761.588135
	Iteration 24Q: 3 clusters Score -575132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -575134.125000 Penalty: 2761.588135
	Iteration 25Q: 3 clusters Score -575134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -575134.812500 Penalty: 2761.588135
	Iteration 26Q: 3 clusters Score -575134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -575135.687500 Penalty: 2761.588135
	Iteration 27Q: 3 clusters Score -575135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -575139.875000 Penalty: 2761.588135
	Iteration 28Q: 3 clusters Score -575139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -575143.125000 Penalty: 2761.588135
	Iteration 29Q: 3 clusters Score -575143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -575145.937500 Penalty: 2761.588135
	Iteration 30Q: 3 clusters Score -575145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -575149.250000 Penalty: 2761.588135
	Iteration 31Q: 3 clusters Score -575149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -575151.625000 Penalty: 2761.588135
	Iteration 32Q: 3 clusters Score -575151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -575153.687500 Penalty: 2761.588135
	Iteration 33Q: 3 clusters Score -575153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -575156.750000 Penalty: 2761.588135
	Iteration 34Q: 3 clusters Score -575156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -575159.125000 Penalty: 2761.588135
	Iteration 35Q: 3 clusters Score -575159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -575160.625000 Penalty: 2761.588135
	Iteration 36Q: 3 clusters Score -575160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -575161.875000 Penalty: 2761.588135
	Iteration 37Q: 3 clusters Score -575161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -575163.500000 Penalty: 2761.588135
	Iteration 38Q: 3 clusters Score -575163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -575161.812500 Penalty: 2761.588135
	Iteration 39Q: 3 clusters Score -575161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -575163.000000 Penalty: 2761.588135
	Iteration 40F: 3 clusters Score -575163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -575165.375000 Penalty: 2761.588135
	Iteration 41Q: 3 clusters Score -575165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -575165.562500 Penalty: 2761.588135
	Iteration 42Q: 3 clusters Score -575165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -575166.062500 Penalty: 2761.588135
	Iteration 43Q: 3 clusters Score -575166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -575166.062500 Penalty: 2761.588135
	Iteration 44F: 3 clusters Score -575166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -177097.390625 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -177097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175308.640625 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -175308.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175679.484375 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -175679.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -175764.968750 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -175765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175806.921875 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -175806.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175832.468750 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -175832.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175859.140625 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -175859.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175871.500000 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -175871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175880.796875 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -175880.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175891.343750 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -175891.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -175903.109375 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -175903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175910.531250 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -175910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -175921.265625 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -175921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175928.453125 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -175928.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175942.593750 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -175942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -175946.546875 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -175946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -175951.140625 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -175951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -175956.656250 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -175956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -175967.125000 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -175967.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175977.375000 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -175977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175983.359375 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -175983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -175986.953125 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -175987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175990.078125 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -175990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -175991.453125 Penalty: 2386.192871
	Iteration 22Q: 3 clusters Score -175991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175996.609375 Penalty: 2386.192871
	Iteration 23Q: 3 clusters Score -175996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -176001.187500 Penalty: 2386.192871
	Iteration 24Q: 3 clusters Score -176001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -176006.500000 Penalty: 2386.192871
	Iteration 25Q: 3 clusters Score -176006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -176009.078125 Penalty: 2386.192871
	Iteration 26Q: 3 clusters Score -176009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176010.500000 Penalty: 2386.192871
	Iteration 27Q: 3 clusters Score -176010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -176012.718750 Penalty: 2386.192871
	Iteration 28Q: 3 clusters Score -176012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -176015.000000 Penalty: 2386.192871
	Iteration 29Q: 3 clusters Score -176015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -176018.890625 Penalty: 2386.192871
	Iteration 30Q: 3 clusters Score -176018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -176024.796875 Penalty: 2386.192871
	Iteration 31Q: 3 clusters Score -176024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -176027.281250 Penalty: 2386.192871
	Iteration 32Q: 3 clusters Score -176027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -176028.375000 Penalty: 2386.192871
	Iteration 33Q: 3 clusters Score -176028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176030.093750 Penalty: 2386.192871
	Iteration 34Q: 3 clusters Score -176030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176033.578125 Penalty: 2386.192871
	Iteration 35Q: 3 clusters Score -176033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -176035.843750 Penalty: 2386.192871
	Iteration 36Q: 3 clusters Score -176035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -176037.109375 Penalty: 2386.192871
	Iteration 37Q: 3 clusters Score -176037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -176039.187500 Penalty: 2386.192871
	Iteration 38Q: 3 clusters Score -176039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -176042.265625 Penalty: 2386.192871
	Iteration 39Q: 3 clusters Score -176042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176044.015625 Penalty: 2386.192871
	Iteration 40F: 3 clusters Score -176044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -176046.500000 Penalty: 2386.192871
	Iteration 41Q: 3 clusters Score -176046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -176049.078125 Penalty: 2386.192871
	Iteration 42Q: 3 clusters Score -176049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -176049.843750 Penalty: 2386.192871
	Iteration 43Q: 3 clusters Score -176049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176049.734375 Penalty: 2386.192871
	Iteration 44Q: 3 clusters Score -176049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176050.906250 Penalty: 2386.192871
	Iteration 45Q: 3 clusters Score -176050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176050.906250 Penalty: 2386.192871
	Iteration 46F: 3 clusters Score -176050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143749 members 
Entering Unmasked Estep 
Score: -17412818.000000 Penalty: 1929.821411
	Iteration 0F: 2 clusters Score -1.741282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -17322566.000000 Penalty: 3859.642822
	Iteration 0F: 3 clusters Score -1.732257e+07 nChanged 69334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -17364394.000000 Penalty: 3859.642822
	Iteration 1F: 3 clusters Score -1.736439e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -17365950.000000 Penalty: 3859.642822
	Iteration 2Q: 3 clusters Score -1.736595e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -17367890.000000 Penalty: 3859.642822
	Iteration 3Q: 3 clusters Score -1.736789e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -17370426.000000 Penalty: 3859.642822
	Iteration 4Q: 3 clusters Score -1.737043e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -17373610.000000 Penalty: 3859.642822
	Iteration 5Q: 3 clusters Score -1.737361e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -17377840.000000 Penalty: 3859.642822
	Iteration 6F: 3 clusters Score -1.737784e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -17382684.000000 Penalty: 3859.642822
	Iteration 7F: 3 clusters Score -1.738268e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -17388036.000000 Penalty: 3859.642822
	Iteration 8F: 3 clusters Score -1.738804e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -17393330.000000 Penalty: 3859.642822
	Iteration 9F: 3 clusters Score -1.739333e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -17397956.000000 Penalty: 3859.642822
	Iteration 10F: 3 clusters Score -1.739796e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 121730 members 
Entering Unmasked Estep 
Score: -17401998.000000 Penalty: 3859.642822
	Iteration 11Q: 3 clusters Score -1.7402e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 127315 members 
Entering Unmasked Estep 
Score: -17405126.000000 Penalty: 3859.642822
	Iteration 12Q: 3 clusters Score -1.740513e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 131516 members 
Entering Unmasked Estep 
Score: -17407080.000000 Penalty: 3859.642822
	Iteration 13Q: 3 clusters Score -1.740708e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -17408398.000000 Penalty: 3859.642822
	Iteration 14Q: 3 clusters Score -1.74084e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 136962 members 
Entering Unmasked Estep 
Score: -17409310.000000 Penalty: 3859.642822
	Iteration 15Q: 3 clusters Score -1.740931e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 138723 members 
Entering Unmasked Estep 
Score: -17409944.000000 Penalty: 3859.642822
	Iteration 16Q: 3 clusters Score -1.740994e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -17410460.000000 Penalty: 3859.642822
	Iteration 17Q: 3 clusters Score -1.741046e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -17410780.000000 Penalty: 3859.642822
	Iteration 18Q: 3 clusters Score -1.741078e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 141428 members 
Entering Unmasked Estep 
Score: -17411046.000000 Penalty: 3859.642822
	Iteration 19Q: 3 clusters Score -1.741105e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -17411250.000000 Penalty: 3859.642822
	Iteration 20F: 3 clusters Score -1.741125e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -17411382.000000 Penalty: 3859.642822
	Iteration 21Q: 3 clusters Score -1.741138e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -17411484.000000 Penalty: 3859.642822
	Iteration 22Q: 3 clusters Score -1.741148e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -17411546.000000 Penalty: 3859.642822
	Iteration 23Q: 3 clusters Score -1.741155e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 142516 members 
Entering Unmasked Estep 
Score: -17411602.000000 Penalty: 3859.642822
	Iteration 24Q: 3 clusters Score -1.74116e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -17411634.000000 Penalty: 3859.642822
	Iteration 25Q: 3 clusters Score -1.741163e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -17411666.000000 Penalty: 3859.642822
	Iteration 26Q: 3 clusters Score -1.741167e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -17411688.000000 Penalty: 3859.642822
	Iteration 27Q: 3 clusters Score -1.741169e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -17411718.000000 Penalty: 3859.642822
	Iteration 28Q: 3 clusters Score -1.741172e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 142726 members 
Entering Unmasked Estep 
Score: -17411746.000000 Penalty: 3859.642822
	Iteration 29Q: 3 clusters Score -1.741175e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -17411770.000000 Penalty: 3859.642822
	Iteration 30Q: 3 clusters Score -1.741177e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -17411796.000000 Penalty: 3859.642822
	Iteration 31Q: 3 clusters Score -1.74118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -17411800.000000 Penalty: 3859.642822
	Iteration 32Q: 3 clusters Score -1.74118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 142763 members 
Entering Unmasked Estep 
Score: -17411816.000000 Penalty: 3859.642822
	Iteration 33Q: 3 clusters Score -1.741182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -17411832.000000 Penalty: 3859.642822
	Iteration 34Q: 3 clusters Score -1.741183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -17411834.000000 Penalty: 3859.642822
	Iteration 35Q: 3 clusters Score -1.741183e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -17411866.000000 Penalty: 3859.642822
	Iteration 36Q: 3 clusters Score -1.741187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -17411892.000000 Penalty: 3859.642822
	Iteration 37Q: 3 clusters Score -1.741189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 142779 members 
Entering Unmasked Estep 
Score: -17411918.000000 Penalty: 3859.642822
	Iteration 38Q: 3 clusters Score -1.741192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 142782 members 
Entering Unmasked Estep 
Score: -17411924.000000 Penalty: 3859.642822
	Iteration 39Q: 3 clusters Score -1.741192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 142784 members 
Entering Unmasked Estep 
Score: -17411902.000000 Penalty: 3859.642822
	Iteration 40F: 3 clusters Score -1.74119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -17411912.000000 Penalty: 3859.642822
	Iteration 41Q: 3 clusters Score -1.741191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 142778 members 
Entering Unmasked Estep 
Score: -17411920.000000 Penalty: 3859.642822
	Iteration 42Q: 3 clusters Score -1.741192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -17411930.000000 Penalty: 3859.642822
	Iteration 43Q: 3 clusters Score -1.741193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -17411920.000000 Penalty: 3859.642822
	Iteration 44Q: 3 clusters Score -1.741192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -17411928.000000 Penalty: 3859.642822
	Iteration 45Q: 3 clusters Score -1.741193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -17411936.000000 Penalty: 3859.642822
	Iteration 46Q: 3 clusters Score -1.741194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -17411942.000000 Penalty: 3859.642822
	Iteration 47Q: 3 clusters Score -1.741194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -17411938.000000 Penalty: 3859.642822
	Iteration 48Q: 3 clusters Score -1.741194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 142743 members 
Entering Unmasked Estep 
Score: -17411956.000000 Penalty: 3859.642822
	Iteration 49Q: 3 clusters Score -1.741196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -17411952.000000 Penalty: 3859.642822
	Iteration 50Q: 3 clusters Score -1.741195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -17411944.000000 Penalty: 3859.642822
	Iteration 51Q: 3 clusters Score -1.741194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -17411950.000000 Penalty: 3859.642822
	Iteration 52Q: 3 clusters Score -1.741195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -17411952.000000 Penalty: 3859.642822
	Iteration 53Q: 3 clusters Score -1.741195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 142728 members 
Entering Unmasked Estep 
Score: -17411948.000000 Penalty: 3859.642822
	Iteration 54Q: 3 clusters Score -1.741195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 142732 members 
Entering Unmasked Estep 
Score: -17411962.000000 Penalty: 3859.642822
	Iteration 55Q: 3 clusters Score -1.741196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -17411954.000000 Penalty: 3859.642822
	Iteration 56Q: 3 clusters Score -1.741195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -17411972.000000 Penalty: 3859.642822
	Iteration 57Q: 3 clusters Score -1.741197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 142729 members 
Entering Unmasked Estep 
Score: -17411982.000000 Penalty: 3859.642822
	Iteration 58Q: 3 clusters Score -1.741198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -17412010.000000 Penalty: 3859.642822
	Iteration 59Q: 3 clusters Score -1.741201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -17412010.000000 Penalty: 3859.642822
	Iteration 60F: 3 clusters Score -1.741201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -17412016.000000 Penalty: 3859.642822
	Iteration 61Q: 3 clusters Score -1.741202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 142723 members 
Entering Unmasked Estep 
Score: -17412018.000000 Penalty: 3859.642822
	Iteration 62Q: 3 clusters Score -1.741202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 142723 members 
Entering Unmasked Estep 
Score: -17412016.000000 Penalty: 3859.642822
	Iteration 63Q: 3 clusters Score -1.741202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 142714 members 
Entering Unmasked Estep 
Score: -17412026.000000 Penalty: 3859.642822
	Iteration 64Q: 3 clusters Score -1.741203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -17412030.000000 Penalty: 3859.642822
	Iteration 65Q: 3 clusters Score -1.741203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -17412038.000000 Penalty: 3859.642822
	Iteration 66Q: 3 clusters Score -1.741204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -17412048.000000 Penalty: 3859.642822
	Iteration 67Q: 3 clusters Score -1.741205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 142702 members 
Entering Unmasked Estep 
Score: -17412036.000000 Penalty: 3859.642822
	Iteration 68Q: 3 clusters Score -1.741204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 142702 members 
Entering Unmasked Estep 
Score: -17412044.000000 Penalty: 3859.642822
	Iteration 69Q: 3 clusters Score -1.741204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -17412044.000000 Penalty: 3859.642822
	Iteration 70Q: 3 clusters Score -1.741204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 142698 members 
Entering Unmasked Estep 
Score: -17412042.000000 Penalty: 3859.642822
	Iteration 71Q: 3 clusters Score -1.741204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 142695 members 
Entering Unmasked Estep 
Score: -17412036.000000 Penalty: 3859.642822
	Iteration 72Q: 3 clusters Score -1.741204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -17412040.000000 Penalty: 3859.642822
	Iteration 73Q: 3 clusters Score -1.741204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -17412038.000000 Penalty: 3859.642822
	Iteration 74Q: 3 clusters Score -1.741204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -17412044.000000 Penalty: 3859.642822
	Iteration 75Q: 3 clusters Score -1.741204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -17412042.000000 Penalty: 3859.642822
	Iteration 76Q: 3 clusters Score -1.741204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -17412042.000000 Penalty: 3859.642822
	Iteration 77Q: 3 clusters Score -1.741204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -17412044.000000 Penalty: 3859.642822
	Iteration 78Q: 3 clusters Score -1.741204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -17412054.000000 Penalty: 3859.642822
	Iteration 79Q: 3 clusters Score -1.741205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 142685 members 
Entering Unmasked Estep 
Score: -17412084.000000 Penalty: 3859.642822
	Iteration 80F: 3 clusters Score -1.741208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -17412080.000000 Penalty: 3859.642822
	Iteration 81Q: 3 clusters Score -1.741208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -17412070.000000 Penalty: 3859.642822
	Iteration 82Q: 3 clusters Score -1.741207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -17412082.000000 Penalty: 3859.642822
	Iteration 83Q: 3 clusters Score -1.741208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -17412082.000000 Penalty: 3859.642822
	Iteration 84Q: 3 clusters Score -1.741208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -17412088.000000 Penalty: 3859.642822
	Iteration 85Q: 3 clusters Score -1.741209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -17412084.000000 Penalty: 3859.642822
	Iteration 86Q: 3 clusters Score -1.741208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -17412092.000000 Penalty: 3859.642822
	Iteration 87Q: 3 clusters Score -1.741209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 142678 members 
Entering Unmasked Estep 
Score: -17412070.000000 Penalty: 3859.642822
	Iteration 88Q: 3 clusters Score -1.741207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -17412078.000000 Penalty: 3859.642822
	Iteration 89Q: 3 clusters Score -1.741208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -17412084.000000 Penalty: 3859.642822
	Iteration 90Q: 3 clusters Score -1.741208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 142681 members 
Entering Unmasked Estep 
Score: -17412084.000000 Penalty: 3859.642822
	Iteration 91Q: 3 clusters Score -1.741208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -17412086.000000 Penalty: 3859.642822
	Iteration 92Q: 3 clusters Score -1.741209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -17412086.000000 Penalty: 3859.642822
	Iteration 93Q: 3 clusters Score -1.741209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 142681 members 
Entering Unmasked Estep 
Score: -17412092.000000 Penalty: 3859.642822
	Iteration 94Q: 3 clusters Score -1.741209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 142682 members 
Entering Unmasked Estep 
Score: -17412094.000000 Penalty: 3859.642822
	Iteration 95Q: 3 clusters Score -1.741209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -17412090.000000 Penalty: 3859.642822
	Iteration 96Q: 3 clusters Score -1.741209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -17412090.000000 Penalty: 3859.642822
	Iteration 97F: 3 clusters Score -1.741209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 161 members 
Entering Unmasked Estep 
Score: -42292.160156 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42292.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43036.542969 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -43036.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43277.195312 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43541.730469 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43541.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43621.816406 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -43621.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43650.285156 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43650.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43675.074219 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43675.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43684.910156 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43684.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43693.769531 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -43693.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43693.769531 Penalty: 1866.476074
	Iteration 9F: 3 clusters Score -43693.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 20257 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 143749 members 
Mstep: Class 14 contains 59 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3681 members 
Entering Unmasked Estep 
Score: -29435950.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29436418.000000 to -29435950.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -47109.031250 Penalty: 988.731140
	Iteration 0F: 2 clusters Score -47109.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46113.027344 Penalty: 1977.462280
	Iteration 0F: 3 clusters Score -46113.03 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46274.160156 Penalty: 1977.462280
	Iteration 1F: 3 clusters Score -46274.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46321.277344 Penalty: 1977.462280
	Iteration 2F: 3 clusters Score -46321.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46328.187500 Penalty: 1977.462280
	Iteration 3Q: 3 clusters Score -46328.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46332.730469 Penalty: 1977.462280
	Iteration 4Q: 3 clusters Score -46332.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46335.074219 Penalty: 1977.462280
	Iteration 5Q: 3 clusters Score -46335.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46335.074219 Penalty: 1977.462280
	Iteration 6F: 3 clusters Score -46335.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Entering Unmasked Estep 
Score: -1436035.625000 Penalty: 1521.455566
	Iteration 0F: 2 clusters Score -1436036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1427724.500000 Penalty: 3042.911133
	Iteration 0F: 3 clusters Score -1427724 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1430468.625000 Penalty: 3042.911133
	Iteration 1F: 3 clusters Score -1430469 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1430748.750000 Penalty: 3042.911133
	Iteration 2F: 3 clusters Score -1430749 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1430951.875000 Penalty: 3042.911133
	Iteration 3Q: 3 clusters Score -1430952 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1431111.750000 Penalty: 3042.911133
	Iteration 4Q: 3 clusters Score -1431112 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1431254.500000 Penalty: 3042.911133
	Iteration 5Q: 3 clusters Score -1431254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1431353.250000 Penalty: 3042.911133
	Iteration 6Q: 3 clusters Score -1431353 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1431455.125000 Penalty: 3042.911133
	Iteration 7Q: 3 clusters Score -1431455 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1431548.250000 Penalty: 3042.911133
	Iteration 8Q: 3 clusters Score -1431548 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1431642.625000 Penalty: 3042.911133
	Iteration 9Q: 3 clusters Score -1431643 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1431779.500000 Penalty: 3042.911133
	Iteration 10Q: 3 clusters Score -1431780 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1431920.375000 Penalty: 3042.911133
	Iteration 11Q: 3 clusters Score -1431920 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1432061.125000 Penalty: 3042.911133
	Iteration 12Q: 3 clusters Score -1432061 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1432223.250000 Penalty: 3042.911133
	Iteration 13Q: 3 clusters Score -1432223 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1432431.250000 Penalty: 3042.911133
	Iteration 14Q: 3 clusters Score -1432431 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1432673.875000 Penalty: 3042.911133
	Iteration 15Q: 3 clusters Score -1432674 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1432911.875000 Penalty: 3042.911133
	Iteration 16Q: 3 clusters Score -1432912 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1433123.000000 Penalty: 3042.911133
	Iteration 17Q: 3 clusters Score -1433123 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1433334.125000 Penalty: 3042.911133
	Iteration 18Q: 3 clusters Score -1433334 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1433546.000000 Penalty: 3042.911133
	Iteration 19Q: 3 clusters Score -1433546 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1433745.625000 Penalty: 3042.911133
	Iteration 20F: 3 clusters Score -1433746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1433900.000000 Penalty: 3042.911133
	Iteration 21Q: 3 clusters Score -1433900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1434029.750000 Penalty: 3042.911133
	Iteration 22Q: 3 clusters Score -1434030 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1434133.875000 Penalty: 3042.911133
	Iteration 23Q: 3 clusters Score -1434134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1434224.500000 Penalty: 3042.911133
	Iteration 24Q: 3 clusters Score -1434224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1434300.875000 Penalty: 3042.911133
	Iteration 25Q: 3 clusters Score -1434301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1434360.875000 Penalty: 3042.911133
	Iteration 26Q: 3 clusters Score -1434361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1434406.250000 Penalty: 3042.911133
	Iteration 27Q: 3 clusters Score -1434406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1434449.250000 Penalty: 3042.911133
	Iteration 28Q: 3 clusters Score -1434449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1434499.500000 Penalty: 3042.911133
	Iteration 29Q: 3 clusters Score -1434500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1434537.625000 Penalty: 3042.911133
	Iteration 30Q: 3 clusters Score -1434538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1434568.625000 Penalty: 3042.911133
	Iteration 31Q: 3 clusters Score -1434569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1434595.875000 Penalty: 3042.911133
	Iteration 32Q: 3 clusters Score -1434596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1434613.875000 Penalty: 3042.911133
	Iteration 33Q: 3 clusters Score -1434614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1434634.500000 Penalty: 3042.911133
	Iteration 34Q: 3 clusters Score -1434634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1434647.125000 Penalty: 3042.911133
	Iteration 35Q: 3 clusters Score -1434647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1434659.125000 Penalty: 3042.911133
	Iteration 36Q: 3 clusters Score -1434659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1434670.125000 Penalty: 3042.911133
	Iteration 37Q: 3 clusters Score -1434670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1434684.250000 Penalty: 3042.911133
	Iteration 38Q: 3 clusters Score -1434684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1434703.000000 Penalty: 3042.911133
	Iteration 39Q: 3 clusters Score -1434703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1434732.125000 Penalty: 3042.911133
	Iteration 40F: 3 clusters Score -1434732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1434751.750000 Penalty: 3042.911133
	Iteration 41Q: 3 clusters Score -1434752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1434766.250000 Penalty: 3042.911133
	Iteration 42Q: 3 clusters Score -1434766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1434770.875000 Penalty: 3042.911133
	Iteration 43Q: 3 clusters Score -1434771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1434780.750000 Penalty: 3042.911133
	Iteration 44Q: 3 clusters Score -1434781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1434787.875000 Penalty: 3042.911133
	Iteration 45Q: 3 clusters Score -1434788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1434793.750000 Penalty: 3042.911133
	Iteration 46Q: 3 clusters Score -1434794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1434804.000000 Penalty: 3042.911133
	Iteration 47Q: 3 clusters Score -1434804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1434810.750000 Penalty: 3042.911133
	Iteration 48Q: 3 clusters Score -1434811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1434820.750000 Penalty: 3042.911133
	Iteration 49Q: 3 clusters Score -1434821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1434829.000000 Penalty: 3042.911133
	Iteration 50Q: 3 clusters Score -1434829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1434841.000000 Penalty: 3042.911133
	Iteration 51Q: 3 clusters Score -1434841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1434855.250000 Penalty: 3042.911133
	Iteration 52Q: 3 clusters Score -1434855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1434862.375000 Penalty: 3042.911133
	Iteration 53Q: 3 clusters Score -1434862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1434868.500000 Penalty: 3042.911133
	Iteration 54Q: 3 clusters Score -1434868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1434873.000000 Penalty: 3042.911133
	Iteration 55Q: 3 clusters Score -1434873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1434874.500000 Penalty: 3042.911133
	Iteration 56Q: 3 clusters Score -1434874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1434885.875000 Penalty: 3042.911133
	Iteration 57Q: 3 clusters Score -1434886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1434894.625000 Penalty: 3042.911133
	Iteration 58Q: 3 clusters Score -1434895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1434902.750000 Penalty: 3042.911133
	Iteration 59Q: 3 clusters Score -1434903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1434915.875000 Penalty: 3042.911133
	Iteration 60F: 3 clusters Score -1434916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1434922.500000 Penalty: 3042.911133
	Iteration 61Q: 3 clusters Score -1434922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1434926.125000 Penalty: 3042.911133
	Iteration 62Q: 3 clusters Score -1434926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1434930.500000 Penalty: 3042.911133
	Iteration 63Q: 3 clusters Score -1434930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1434928.250000 Penalty: 3042.911133
	Iteration 64Q: 3 clusters Score -1434928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1434930.375000 Penalty: 3042.911133
	Iteration 65Q: 3 clusters Score -1434930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1434931.125000 Penalty: 3042.911133
	Iteration 66Q: 3 clusters Score -1434931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1434931.750000 Penalty: 3042.911133
	Iteration 67Q: 3 clusters Score -1434932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1434932.625000 Penalty: 3042.911133
	Iteration 68Q: 3 clusters Score -1434933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1434932.625000 Penalty: 3042.911133
	Iteration 69F: 3 clusters Score -1434933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -36734.363281 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -36734.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35859.367188 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -35859.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36088.054688 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -36088.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36187.925781 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -36187.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36291.628906 Penalty: 1917.466675
	Iteration 3F: 3 clusters Score -36291.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36361.066406 Penalty: 1917.466675
	Iteration 4F: 3 clusters Score -36361.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36402.992188 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -36402.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36422.296875 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -36422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36433.683594 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -36433.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36440.289062 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -36440.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36440.289062 Penalty: 1917.466675
	Iteration 9F: 3 clusters Score -36440.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -421284.593750 Penalty: 1334.277710
	Iteration 0F: 2 clusters Score -421284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -418164.343750 Penalty: 2668.555420
	Iteration 0F: 3 clusters Score -418164.3 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -418961.218750 Penalty: 2668.555420
	Iteration 1F: 3 clusters Score -418961.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -419149.687500 Penalty: 2668.555420
	Iteration 2F: 3 clusters Score -419149.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -419267.593750 Penalty: 2668.555420
	Iteration 3F: 3 clusters Score -419267.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -419372.437500 Penalty: 2668.555420
	Iteration 4Q: 3 clusters Score -419372.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -419451.187500 Penalty: 2668.555420
	Iteration 5Q: 3 clusters Score -419451.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -419504.656250 Penalty: 2668.555420
	Iteration 6Q: 3 clusters Score -419504.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -419549.125000 Penalty: 2668.555420
	Iteration 7Q: 3 clusters Score -419549.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -419596.718750 Penalty: 2668.555420
	Iteration 8Q: 3 clusters Score -419596.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -419643.437500 Penalty: 2668.555420
	Iteration 9Q: 3 clusters Score -419643.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -419685.906250 Penalty: 2668.555420
	Iteration 10Q: 3 clusters Score -419685.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -419724.625000 Penalty: 2668.555420
	Iteration 11Q: 3 clusters Score -419724.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -419777.375000 Penalty: 2668.555420
	Iteration 12Q: 3 clusters Score -419777.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -419820.375000 Penalty: 2668.555420
	Iteration 13Q: 3 clusters Score -419820.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -419853.937500 Penalty: 2668.555420
	Iteration 14Q: 3 clusters Score -419853.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -419881.031250 Penalty: 2668.555420
	Iteration 15Q: 3 clusters Score -419881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -419891.968750 Penalty: 2668.555420
	Iteration 16Q: 3 clusters Score -419892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -419904.812500 Penalty: 2668.555420
	Iteration 17Q: 3 clusters Score -419904.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -419916.593750 Penalty: 2668.555420
	Iteration 18Q: 3 clusters Score -419916.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -419926.531250 Penalty: 2668.555420
	Iteration 19Q: 3 clusters Score -419926.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -419937.343750 Penalty: 2668.555420
	Iteration 20F: 3 clusters Score -419937.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -419945.843750 Penalty: 2668.555420
	Iteration 21Q: 3 clusters Score -419945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -419952.968750 Penalty: 2668.555420
	Iteration 22Q: 3 clusters Score -419953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -419958.125000 Penalty: 2668.555420
	Iteration 23Q: 3 clusters Score -419958.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -419965.781250 Penalty: 2668.555420
	Iteration 24Q: 3 clusters Score -419965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -419968.812500 Penalty: 2668.555420
	Iteration 25Q: 3 clusters Score -419968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -419972.843750 Penalty: 2668.555420
	Iteration 26Q: 3 clusters Score -419972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -419974.718750 Penalty: 2668.555420
	Iteration 27Q: 3 clusters Score -419974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -419978.906250 Penalty: 2668.555420
	Iteration 28Q: 3 clusters Score -419978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -419983.437500 Penalty: 2668.555420
	Iteration 29Q: 3 clusters Score -419983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -419986.281250 Penalty: 2668.555420
	Iteration 30Q: 3 clusters Score -419986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -419989.625000 Penalty: 2668.555420
	Iteration 31Q: 3 clusters Score -419989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -419992.250000 Penalty: 2668.555420
	Iteration 32Q: 3 clusters Score -419992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -419994.656250 Penalty: 2668.555420
	Iteration 33Q: 3 clusters Score -419994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -419996.156250 Penalty: 2668.555420
	Iteration 34Q: 3 clusters Score -419996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -419998.281250 Penalty: 2668.555420
	Iteration 35Q: 3 clusters Score -419998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -420001.625000 Penalty: 2668.555420
	Iteration 36Q: 3 clusters Score -420001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -420002.718750 Penalty: 2668.555420
	Iteration 37Q: 3 clusters Score -420002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -420002.781250 Penalty: 2668.555420
	Iteration 38Q: 3 clusters Score -420002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -420003.718750 Penalty: 2668.555420
	Iteration 39Q: 3 clusters Score -420003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -420004.468750 Penalty: 2668.555420
	Iteration 40F: 3 clusters Score -420004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -420004.187500 Penalty: 2668.555420
	Iteration 41Q: 3 clusters Score -420004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -420004.187500 Penalty: 2668.555420
	Iteration 42F: 3 clusters Score -420004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 20257 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 13 contains 143749 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11647 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436664.000000 Penalty: 34291.625000
Iteration 399Q: 18 clusters Score -2.943666e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 19215 members 
Mstep: Class 3 contains 12623 members 
Mstep: Class 4 contains 20457 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 6306 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 1558 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 13 contains 143654 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436906.000000 Penalty: 34291.625000
Iteration 400F: 18 clusters Score -2.943691e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 19223 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 20597 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 13 contains 143622 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437164.000000 Penalty: 34291.625000
Iteration 401Q: 18 clusters Score -2.943716e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 19230 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 20709 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 4736 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 13 contains 143606 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437258.000000 Penalty: 34291.625000
Iteration 402Q: 18 clusters Score -2.943726e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 19250 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 20772 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 13 contains 143587 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437426.000000 Penalty: 34291.625000
Iteration 403Q: 18 clusters Score -2.943743e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 20813 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 13 contains 143547 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437494.000000 Penalty: 34291.625000
Iteration 404Q: 18 clusters Score -2.943749e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 19330 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 20854 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6238 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 13 contains 143504 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437562.000000 Penalty: 34291.625000
Iteration 405Q: 18 clusters Score -2.943756e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 19375 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 20860 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 6232 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 3409 members 
Mstep: Class 13 contains 143469 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437700.000000 Penalty: 34291.625000
Iteration 406Q: 18 clusters Score -2.94377e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 19433 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 6225 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 13 contains 143414 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437792.000000 Penalty: 34291.625000
Iteration 407Q: 18 clusters Score -2.943779e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 19485 members 
Mstep: Class 3 contains 12310 members 
Mstep: Class 4 contains 20912 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 6225 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 3540 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437808.000000 Penalty: 34291.625000
Iteration 408Q: 18 clusters Score -2.943781e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 19543 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 20947 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 6220 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 13 contains 143340 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11375 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437880.000000 Penalty: 34291.625000
Iteration 409Q: 18 clusters Score -2.943788e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 19594 members 
Mstep: Class 3 contains 12288 members 
Mstep: Class 4 contains 20955 members 
Mstep: Class 5 contains 4866 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 6217 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 13 contains 143296 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11370 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437998.000000 Penalty: 34291.625000
Iteration 410Q: 18 clusters Score -2.9438e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 19658 members 
Mstep: Class 3 contains 12276 members 
Mstep: Class 4 contains 20975 members 
Mstep: Class 5 contains 4866 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 13 contains 143274 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11355 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437996.000000 Penalty: 34291.625000
Iteration 411Q: 18 clusters Score -2.9438e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 19720 members 
Mstep: Class 3 contains 12263 members 
Mstep: Class 4 contains 20991 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438040.000000 Penalty: 34291.625000
Iteration 412Q: 18 clusters Score -2.943804e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 21014 members 
Mstep: Class 5 contains 4871 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 6197 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 13 contains 143246 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11329 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438046.000000 Penalty: 34291.625000
Iteration 413Q: 18 clusters Score -2.943805e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 19788 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 21028 members 
Mstep: Class 5 contains 4876 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 13 contains 143245 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 11319 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438046.000000 Penalty: 34291.625000
Iteration 414Q: 18 clusters Score -2.943805e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 19811 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 21024 members 
Mstep: Class 5 contains 4878 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 4127 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 13 contains 143251 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438024.000000 Penalty: 34291.625000
Iteration 415Q: 18 clusters Score -2.943802e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 21026 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 4103 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3879 members 
Mstep: Class 13 contains 143269 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438080.000000 Penalty: 34291.625000
Iteration 416Q: 18 clusters Score -2.943808e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 19856 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 4878 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 4086 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 13 contains 143284 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11313 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438096.000000 Penalty: 34291.625000
Iteration 417Q: 18 clusters Score -2.94381e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 19873 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 21044 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 13 contains 143292 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438170.000000 Penalty: 34291.625000
Iteration 418Q: 18 clusters Score -2.943817e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 19894 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 21052 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 6181 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3921 members 
Mstep: Class 13 contains 143317 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11303 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438224.000000 Penalty: 34291.625000
Iteration 419Q: 18 clusters Score -2.943822e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 19914 members 
Mstep: Class 3 contains 12081 members 
Mstep: Class 4 contains 21068 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 13 contains 143350 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438196.000000 Penalty: 34291.625000
Iteration 420F: 18 clusters Score -2.94382e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 19923 members 
Mstep: Class 3 contains 12040 members 
Mstep: Class 4 contains 21076 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438218.000000 Penalty: 34291.625000
Iteration 421Q: 18 clusters Score -2.943822e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 19936 members 
Mstep: Class 3 contains 12014 members 
Mstep: Class 4 contains 21076 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3943 members 
Mstep: Class 13 contains 143410 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438222.000000 Penalty: 34291.625000
Iteration 422Q: 18 clusters Score -2.943822e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 19943 members 
Mstep: Class 3 contains 11968 members 
Mstep: Class 4 contains 21086 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3950 members 
Mstep: Class 13 contains 143447 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438216.000000 Penalty: 34291.625000
Iteration 423Q: 18 clusters Score -2.943822e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 11907 members 
Mstep: Class 4 contains 21090 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 13 contains 143505 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438228.000000 Penalty: 34291.625000
Iteration 424Q: 18 clusters Score -2.943823e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 19954 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 4 contains 21093 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 13 contains 143564 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438242.000000 Penalty: 34291.625000
Iteration 425Q: 18 clusters Score -2.943824e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 19963 members 
Mstep: Class 3 contains 11770 members 
Mstep: Class 4 contains 21099 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3965 members 
Mstep: Class 13 contains 143636 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11295 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438250.000000 Penalty: 34291.625000
Iteration 426Q: 18 clusters Score -2.943825e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 19968 members 
Mstep: Class 3 contains 11696 members 
Mstep: Class 4 contains 21105 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 13 contains 143721 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 11291 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438338.000000 Penalty: 34291.625000
Iteration 427Q: 18 clusters Score -2.943834e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 19971 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 21114 members 
Mstep: Class 5 contains 4878 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 13 contains 143819 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438362.000000 Penalty: 34291.625000
Iteration 428Q: 18 clusters Score -2.943836e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 19970 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 21121 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 13 contains 143915 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 11286 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438474.000000 Penalty: 34291.625000
Iteration 429Q: 18 clusters Score -2.943847e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 21122 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 13 contains 144043 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438578.000000 Penalty: 34291.625000
Iteration 430Q: 18 clusters Score -2.943858e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 19976 members 
Mstep: Class 3 contains 11303 members 
Mstep: Class 4 contains 21146 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 13 contains 144100 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11287 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438802.000000 Penalty: 34291.625000
Iteration 431Q: 18 clusters Score -2.94388e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 19983 members 
Mstep: Class 3 contains 11275 members 
Mstep: Class 4 contains 21155 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 13 contains 144124 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11286 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439120.000000 Penalty: 34291.625000
Iteration 432Q: 18 clusters Score -2.943912e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 19982 members 
Mstep: Class 3 contains 11324 members 
Mstep: Class 4 contains 21161 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 13 contains 144081 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11286 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439240.000000 Penalty: 34291.625000
Iteration 433Q: 18 clusters Score -2.943924e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 21164 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 3973 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 13 contains 143953 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11284 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439360.000000 Penalty: 34291.625000
Iteration 434Q: 18 clusters Score -2.943936e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 21166 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6152 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 13 contains 143788 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11275 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439474.000000 Penalty: 34291.625000
Iteration 435Q: 18 clusters Score -2.943947e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 19972 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 3962 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 13 contains 143618 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439572.000000 Penalty: 34291.625000
Iteration 436Q: 18 clusters Score -2.943957e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 12016 members 
Mstep: Class 4 contains 21175 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 13 contains 143444 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439678.000000 Penalty: 34291.625000
Iteration 437Q: 18 clusters Score -2.943968e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 19973 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6146 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 13 contains 143296 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439732.000000 Penalty: 34291.625000
Iteration 438Q: 18 clusters Score -2.943973e+07 nChanged 212
Entering ConstructFrom: 
Score: -29439732.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -1189209.750000 Penalty: 1489.572021
	Iteration 0F: 2 clusters Score -1189210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1182297.750000 Penalty: 2979.144043
	Iteration 0F: 3 clusters Score -1182298 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1184402.875000 Penalty: 2979.144043
	Iteration 1F: 3 clusters Score -1184403 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1184607.375000 Penalty: 2979.144043
	Iteration 2F: 3 clusters Score -1184607 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1184775.750000 Penalty: 2979.144043
	Iteration 3Q: 3 clusters Score -1184776 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1184876.000000 Penalty: 2979.144043
	Iteration 4Q: 3 clusters Score -1184876 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1184965.125000 Penalty: 2979.144043
	Iteration 5Q: 3 clusters Score -1184965 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1185027.250000 Penalty: 2979.144043
	Iteration 6Q: 3 clusters Score -1185027 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1185080.250000 Penalty: 2979.144043
	Iteration 7Q: 3 clusters Score -1185080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1185130.500000 Penalty: 2979.144043
	Iteration 8Q: 3 clusters Score -1185130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1185179.750000 Penalty: 2979.144043
	Iteration 9Q: 3 clusters Score -1185180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1185231.875000 Penalty: 2979.144043
	Iteration 10Q: 3 clusters Score -1185232 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1185294.875000 Penalty: 2979.144043
	Iteration 11Q: 3 clusters Score -1185295 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1185375.750000 Penalty: 2979.144043
	Iteration 12Q: 3 clusters Score -1185376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1185505.250000 Penalty: 2979.144043
	Iteration 13Q: 3 clusters Score -1185505 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1185679.625000 Penalty: 2979.144043
	Iteration 14Q: 3 clusters Score -1185680 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1185925.375000 Penalty: 2979.144043
	Iteration 15Q: 3 clusters Score -1185925 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1186234.375000 Penalty: 2979.144043
	Iteration 16Q: 3 clusters Score -1186234 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1186586.750000 Penalty: 2979.144043
	Iteration 17Q: 3 clusters Score -1186587 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1186903.250000 Penalty: 2979.144043
	Iteration 18Q: 3 clusters Score -1186903 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1187128.625000 Penalty: 2979.144043
	Iteration 19Q: 3 clusters Score -1187129 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1187294.250000 Penalty: 2979.144043
	Iteration 20F: 3 clusters Score -1187294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1187455.000000 Penalty: 2979.144043
	Iteration 21Q: 3 clusters Score -1187455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1187546.000000 Penalty: 2979.144043
	Iteration 22Q: 3 clusters Score -1187546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1187625.375000 Penalty: 2979.144043
	Iteration 23Q: 3 clusters Score -1187625 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1187690.250000 Penalty: 2979.144043
	Iteration 24Q: 3 clusters Score -1187690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1187745.500000 Penalty: 2979.144043
	Iteration 25Q: 3 clusters Score -1187746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1187791.375000 Penalty: 2979.144043
	Iteration 26Q: 3 clusters Score -1187791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1187826.500000 Penalty: 2979.144043
	Iteration 27Q: 3 clusters Score -1187826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1187851.000000 Penalty: 2979.144043
	Iteration 28Q: 3 clusters Score -1187851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1187868.250000 Penalty: 2979.144043
	Iteration 29Q: 3 clusters Score -1187868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1187879.625000 Penalty: 2979.144043
	Iteration 30Q: 3 clusters Score -1187880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1187888.250000 Penalty: 2979.144043
	Iteration 31Q: 3 clusters Score -1187888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1187891.750000 Penalty: 2979.144043
	Iteration 32Q: 3 clusters Score -1187892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1187896.500000 Penalty: 2979.144043
	Iteration 33Q: 3 clusters Score -1187896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1187900.125000 Penalty: 2979.144043
	Iteration 34Q: 3 clusters Score -1187900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1187903.375000 Penalty: 2979.144043
	Iteration 35Q: 3 clusters Score -1187903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1187906.375000 Penalty: 2979.144043
	Iteration 36Q: 3 clusters Score -1187906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1187910.750000 Penalty: 2979.144043
	Iteration 37Q: 3 clusters Score -1187911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1187911.375000 Penalty: 2979.144043
	Iteration 38Q: 3 clusters Score -1187911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1187914.875000 Penalty: 2979.144043
	Iteration 39Q: 3 clusters Score -1187915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1187913.875000 Penalty: 2979.144043
	Iteration 40F: 3 clusters Score -1187914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1187916.500000 Penalty: 2979.144043
	Iteration 41Q: 3 clusters Score -1187916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1187917.250000 Penalty: 2979.144043
	Iteration 42Q: 3 clusters Score -1187917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1187917.625000 Penalty: 2979.144043
	Iteration 43Q: 3 clusters Score -1187918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1187919.750000 Penalty: 2979.144043
	Iteration 44Q: 3 clusters Score -1187920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1187918.875000 Penalty: 2979.144043
	Iteration 45Q: 3 clusters Score -1187919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1187918.375000 Penalty: 2979.144043
	Iteration 46Q: 3 clusters Score -1187918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1187917.375000 Penalty: 2979.144043
	Iteration 47Q: 3 clusters Score -1187917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1187917.375000 Penalty: 2979.144043
	Iteration 48F: 3 clusters Score -1187917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Entering Unmasked Estep 
Score: -2371805.250000 Penalty: 1609.088989
	Iteration 0F: 2 clusters Score -2371805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2358196.250000 Penalty: 3218.177979
	Iteration 0F: 3 clusters Score -2358196 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2363328.000000 Penalty: 3218.177979
	Iteration 1F: 3 clusters Score -2363328 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2363766.750000 Penalty: 3218.177979
	Iteration 2F: 3 clusters Score -2363767 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2364268.000000 Penalty: 3218.177979
	Iteration 3F: 3 clusters Score -2364268 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2364868.750000 Penalty: 3218.177979
	Iteration 4F: 3 clusters Score -2364869 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2365530.000000 Penalty: 3218.177979
	Iteration 5F: 3 clusters Score -2365530 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2366122.000000 Penalty: 3218.177979
	Iteration 6F: 3 clusters Score -2366122 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2366657.500000 Penalty: 3218.177979
	Iteration 7Q: 3 clusters Score -2366658 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2367108.250000 Penalty: 3218.177979
	Iteration 8Q: 3 clusters Score -2367108 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2367412.750000 Penalty: 3218.177979
	Iteration 9Q: 3 clusters Score -2367413 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2367606.500000 Penalty: 3218.177979
	Iteration 10Q: 3 clusters Score -2367606 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2367724.750000 Penalty: 3218.177979
	Iteration 11Q: 3 clusters Score -2367725 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2367820.500000 Penalty: 3218.177979
	Iteration 12Q: 3 clusters Score -2367820 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2367914.000000 Penalty: 3218.177979
	Iteration 13Q: 3 clusters Score -2367914 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2367986.000000 Penalty: 3218.177979
	Iteration 14Q: 3 clusters Score -2367986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2368065.000000 Penalty: 3218.177979
	Iteration 15Q: 3 clusters Score -2368065 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2368133.750000 Penalty: 3218.177979
	Iteration 16Q: 3 clusters Score -2368134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2368200.250000 Penalty: 3218.177979
	Iteration 17Q: 3 clusters Score -2368200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2368292.250000 Penalty: 3218.177979
	Iteration 18Q: 3 clusters Score -2368292 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2368381.250000 Penalty: 3218.177979
	Iteration 19Q: 3 clusters Score -2368381 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2368507.250000 Penalty: 3218.177979
	Iteration 20F: 3 clusters Score -2368507 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2368634.500000 Penalty: 3218.177979
	Iteration 21Q: 3 clusters Score -2368634 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2368773.000000 Penalty: 3218.177979
	Iteration 22Q: 3 clusters Score -2368773 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2368909.250000 Penalty: 3218.177979
	Iteration 23Q: 3 clusters Score -2368909 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2369054.750000 Penalty: 3218.177979
	Iteration 24Q: 3 clusters Score -2369055 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2369205.750000 Penalty: 3218.177979
	Iteration 25Q: 3 clusters Score -2369206 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2369335.750000 Penalty: 3218.177979
	Iteration 26Q: 3 clusters Score -2369336 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2369454.250000 Penalty: 3218.177979
	Iteration 27Q: 3 clusters Score -2369454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2369571.250000 Penalty: 3218.177979
	Iteration 28Q: 3 clusters Score -2369571 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2369650.750000 Penalty: 3218.177979
	Iteration 29Q: 3 clusters Score -2369651 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2369716.500000 Penalty: 3218.177979
	Iteration 30Q: 3 clusters Score -2369716 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2369765.750000 Penalty: 3218.177979
	Iteration 31Q: 3 clusters Score -2369766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2369811.750000 Penalty: 3218.177979
	Iteration 32Q: 3 clusters Score -2369812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2369859.000000 Penalty: 3218.177979
	Iteration 33Q: 3 clusters Score -2369859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2369907.000000 Penalty: 3218.177979
	Iteration 34Q: 3 clusters Score -2369907 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2369941.500000 Penalty: 3218.177979
	Iteration 35Q: 3 clusters Score -2369942 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2369979.500000 Penalty: 3218.177979
	Iteration 36Q: 3 clusters Score -2369980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2370031.750000 Penalty: 3218.177979
	Iteration 37Q: 3 clusters Score -2370032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2370061.000000 Penalty: 3218.177979
	Iteration 38Q: 3 clusters Score -2370061 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2370098.750000 Penalty: 3218.177979
	Iteration 39Q: 3 clusters Score -2370099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2370118.750000 Penalty: 3218.177979
	Iteration 40F: 3 clusters Score -2370119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2370158.500000 Penalty: 3218.177979
	Iteration 41Q: 3 clusters Score -2370158 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2370192.250000 Penalty: 3218.177979
	Iteration 42Q: 3 clusters Score -2370192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2370219.000000 Penalty: 3218.177979
	Iteration 43Q: 3 clusters Score -2370219 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2370247.250000 Penalty: 3218.177979
	Iteration 44Q: 3 clusters Score -2370247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2370269.750000 Penalty: 3218.177979
	Iteration 45Q: 3 clusters Score -2370270 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2370299.500000 Penalty: 3218.177979
	Iteration 46Q: 3 clusters Score -2370300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2370323.000000 Penalty: 3218.177979
	Iteration 47Q: 3 clusters Score -2370323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2370330.750000 Penalty: 3218.177979
	Iteration 48Q: 3 clusters Score -2370331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2370360.500000 Penalty: 3218.177979
	Iteration 49Q: 3 clusters Score -2370360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2370377.250000 Penalty: 3218.177979
	Iteration 50Q: 3 clusters Score -2370377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2370393.250000 Penalty: 3218.177979
	Iteration 51Q: 3 clusters Score -2370393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2370401.250000 Penalty: 3218.177979
	Iteration 52Q: 3 clusters Score -2370401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2370417.500000 Penalty: 3218.177979
	Iteration 53Q: 3 clusters Score -2370418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2370420.750000 Penalty: 3218.177979
	Iteration 54Q: 3 clusters Score -2370421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2370428.000000 Penalty: 3218.177979
	Iteration 55Q: 3 clusters Score -2370428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2370436.750000 Penalty: 3218.177979
	Iteration 56Q: 3 clusters Score -2370437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2370440.750000 Penalty: 3218.177979
	Iteration 57Q: 3 clusters Score -2370441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2370449.750000 Penalty: 3218.177979
	Iteration 58Q: 3 clusters Score -2370450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2370456.750000 Penalty: 3218.177979
	Iteration 59Q: 3 clusters Score -2370457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2370471.500000 Penalty: 3218.177979
	Iteration 60F: 3 clusters Score -2370472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2370479.000000 Penalty: 3218.177979
	Iteration 61Q: 3 clusters Score -2370479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2370483.750000 Penalty: 3218.177979
	Iteration 62Q: 3 clusters Score -2370484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2370487.250000 Penalty: 3218.177979
	Iteration 63Q: 3 clusters Score -2370487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2370490.500000 Penalty: 3218.177979
	Iteration 64Q: 3 clusters Score -2370490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2370503.750000 Penalty: 3218.177979
	Iteration 65Q: 3 clusters Score -2370504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2370513.250000 Penalty: 3218.177979
	Iteration 66Q: 3 clusters Score -2370513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2370514.750000 Penalty: 3218.177979
	Iteration 67Q: 3 clusters Score -2370515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2370520.750000 Penalty: 3218.177979
	Iteration 68Q: 3 clusters Score -2370521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2370524.500000 Penalty: 3218.177979
	Iteration 69Q: 3 clusters Score -2370524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2370521.000000 Penalty: 3218.177979
	Iteration 70Q: 3 clusters Score -2370521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2370526.250000 Penalty: 3218.177979
	Iteration 71Q: 3 clusters Score -2370526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2370527.750000 Penalty: 3218.177979
	Iteration 72Q: 3 clusters Score -2370528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2370533.250000 Penalty: 3218.177979
	Iteration 73Q: 3 clusters Score -2370533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2370541.500000 Penalty: 3218.177979
	Iteration 74Q: 3 clusters Score -2370542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2370548.000000 Penalty: 3218.177979
	Iteration 75Q: 3 clusters Score -2370548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2370548.000000 Penalty: 3218.177979
	Iteration 76Q: 3 clusters Score -2370548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2370546.750000 Penalty: 3218.177979
	Iteration 77Q: 3 clusters Score -2370547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2370551.000000 Penalty: 3218.177979
	Iteration 78Q: 3 clusters Score -2370551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2370552.750000 Penalty: 3218.177979
	Iteration 79Q: 3 clusters Score -2370553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2370555.500000 Penalty: 3218.177979
	Iteration 80F: 3 clusters Score -2370556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2370561.500000 Penalty: 3218.177979
	Iteration 81Q: 3 clusters Score -2370562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2370563.500000 Penalty: 3218.177979
	Iteration 82Q: 3 clusters Score -2370564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2370566.000000 Penalty: 3218.177979
	Iteration 83Q: 3 clusters Score -2370566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2370565.250000 Penalty: 3218.177979
	Iteration 84Q: 3 clusters Score -2370565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2370568.750000 Penalty: 3218.177979
	Iteration 85Q: 3 clusters Score -2370569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2370573.000000 Penalty: 3218.177979
	Iteration 86Q: 3 clusters Score -2370573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2370575.500000 Penalty: 3218.177979
	Iteration 87Q: 3 clusters Score -2370576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2370580.000000 Penalty: 3218.177979
	Iteration 88Q: 3 clusters Score -2370580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2370584.750000 Penalty: 3218.177979
	Iteration 89Q: 3 clusters Score -2370585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2370587.500000 Penalty: 3218.177979
	Iteration 90Q: 3 clusters Score -2370588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2370585.500000 Penalty: 3218.177979
	Iteration 91Q: 3 clusters Score -2370586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2370589.750000 Penalty: 3218.177979
	Iteration 92Q: 3 clusters Score -2370590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2370596.750000 Penalty: 3218.177979
	Iteration 93Q: 3 clusters Score -2370597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2370593.500000 Penalty: 3218.177979
	Iteration 94Q: 3 clusters Score -2370594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2370596.250000 Penalty: 3218.177979
	Iteration 95Q: 3 clusters Score -2370596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2370594.750000 Penalty: 3218.177979
	Iteration 96Q: 3 clusters Score -2370595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2370601.250000 Penalty: 3218.177979
	Iteration 97Q: 3 clusters Score -2370601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2370601.500000 Penalty: 3218.177979
	Iteration 98Q: 3 clusters Score -2370602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2370607.000000 Penalty: 3218.177979
	Iteration 99Q: 3 clusters Score -2370607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2370610.250000 Penalty: 3218.177979
	Iteration 100F: 3 clusters Score -2370610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2370612.750000 Penalty: 3218.177979
	Iteration 101Q: 3 clusters Score -2370613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2370613.500000 Penalty: 3218.177979
	Iteration 102Q: 3 clusters Score -2370614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2370616.250000 Penalty: 3218.177979
	Iteration 103Q: 3 clusters Score -2370616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 3218.177979
	Iteration 104Q: 3 clusters Score -2370618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2370618.000000 Penalty: 3218.177979
	Iteration 105Q: 3 clusters Score -2370618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2370617.000000 Penalty: 3218.177979
	Iteration 106Q: 3 clusters Score -2370617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2370622.250000 Penalty: 3218.177979
	Iteration 107Q: 3 clusters Score -2370622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2370623.250000 Penalty: 3218.177979
	Iteration 108Q: 3 clusters Score -2370623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 3218.177979
	Iteration 109Q: 3 clusters Score -2370618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2370622.000000 Penalty: 3218.177979
	Iteration 110Q: 3 clusters Score -2370622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2370631.000000 Penalty: 3218.177979
	Iteration 111Q: 3 clusters Score -2370631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2370638.250000 Penalty: 3218.177979
	Iteration 112Q: 3 clusters Score -2370638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2370641.000000 Penalty: 3218.177979
	Iteration 113Q: 3 clusters Score -2370641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2370648.000000 Penalty: 3218.177979
	Iteration 114Q: 3 clusters Score -2370648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2370649.250000 Penalty: 3218.177979
	Iteration 115Q: 3 clusters Score -2370649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2370659.000000 Penalty: 3218.177979
	Iteration 116Q: 3 clusters Score -2370659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2370659.750000 Penalty: 3218.177979
	Iteration 117Q: 3 clusters Score -2370660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2370663.000000 Penalty: 3218.177979
	Iteration 118Q: 3 clusters Score -2370663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2370665.250000 Penalty: 3218.177979
	Iteration 119Q: 3 clusters Score -2370665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2370665.000000 Penalty: 3218.177979
	Iteration 120F: 3 clusters Score -2370665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2370666.500000 Penalty: 3218.177979
	Iteration 121Q: 3 clusters Score -2370666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2370666.500000 Penalty: 3218.177979
	Iteration 122F: 3 clusters Score -2370666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Entering Unmasked Estep 
Score: -1555719.000000 Penalty: 1530.874023
	Iteration 0F: 2 clusters Score -1555719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1546514.125000 Penalty: 3061.748047
	Iteration 0F: 3 clusters Score -1546514 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1549424.375000 Penalty: 3061.748047
	Iteration 1F: 3 clusters Score -1549424 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1549770.500000 Penalty: 3061.748047
	Iteration 2F: 3 clusters Score -1549770 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1550080.750000 Penalty: 3061.748047
	Iteration 3F: 3 clusters Score -1550081 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1550424.625000 Penalty: 3061.748047
	Iteration 4F: 3 clusters Score -1550425 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1550792.125000 Penalty: 3061.748047
	Iteration 5F: 3 clusters Score -1550792 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1551206.625000 Penalty: 3061.748047
	Iteration 6Q: 3 clusters Score -1551207 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1551590.250000 Penalty: 3061.748047
	Iteration 7Q: 3 clusters Score -1551590 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1551940.750000 Penalty: 3061.748047
	Iteration 8Q: 3 clusters Score -1551941 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1552225.625000 Penalty: 3061.748047
	Iteration 9Q: 3 clusters Score -1552226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1552468.250000 Penalty: 3061.748047
	Iteration 10Q: 3 clusters Score -1552468 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1552639.875000 Penalty: 3061.748047
	Iteration 11Q: 3 clusters Score -1552640 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1552740.125000 Penalty: 3061.748047
	Iteration 12Q: 3 clusters Score -1552740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1552820.250000 Penalty: 3061.748047
	Iteration 13Q: 3 clusters Score -1552820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1552886.375000 Penalty: 3061.748047
	Iteration 14Q: 3 clusters Score -1552886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1552951.000000 Penalty: 3061.748047
	Iteration 15Q: 3 clusters Score -1552951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1552997.500000 Penalty: 3061.748047
	Iteration 16Q: 3 clusters Score -1552998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1553028.375000 Penalty: 3061.748047
	Iteration 17Q: 3 clusters Score -1553028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1553054.375000 Penalty: 3061.748047
	Iteration 18Q: 3 clusters Score -1553054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1553065.125000 Penalty: 3061.748047
	Iteration 19Q: 3 clusters Score -1553065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1553068.875000 Penalty: 3061.748047
	Iteration 20F: 3 clusters Score -1553069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1553076.000000 Penalty: 3061.748047
	Iteration 21Q: 3 clusters Score -1553076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1553090.250000 Penalty: 3061.748047
	Iteration 22Q: 3 clusters Score -1553090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1553103.000000 Penalty: 3061.748047
	Iteration 23Q: 3 clusters Score -1553103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1553117.875000 Penalty: 3061.748047
	Iteration 24Q: 3 clusters Score -1553118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1553131.875000 Penalty: 3061.748047
	Iteration 25Q: 3 clusters Score -1553132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1553148.125000 Penalty: 3061.748047
	Iteration 26Q: 3 clusters Score -1553148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1553169.375000 Penalty: 3061.748047
	Iteration 27Q: 3 clusters Score -1553169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1553186.750000 Penalty: 3061.748047
	Iteration 28Q: 3 clusters Score -1553187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1553198.000000 Penalty: 3061.748047
	Iteration 29Q: 3 clusters Score -1553198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1553209.875000 Penalty: 3061.748047
	Iteration 30Q: 3 clusters Score -1553210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1553221.375000 Penalty: 3061.748047
	Iteration 31Q: 3 clusters Score -1553221 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1553242.875000 Penalty: 3061.748047
	Iteration 32Q: 3 clusters Score -1553243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1553260.625000 Penalty: 3061.748047
	Iteration 33Q: 3 clusters Score -1553261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1553281.500000 Penalty: 3061.748047
	Iteration 34Q: 3 clusters Score -1553282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1553303.250000 Penalty: 3061.748047
	Iteration 35Q: 3 clusters Score -1553303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1553326.000000 Penalty: 3061.748047
	Iteration 36Q: 3 clusters Score -1553326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1553343.500000 Penalty: 3061.748047
	Iteration 37Q: 3 clusters Score -1553344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1553364.125000 Penalty: 3061.748047
	Iteration 38Q: 3 clusters Score -1553364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1553384.625000 Penalty: 3061.748047
	Iteration 39Q: 3 clusters Score -1553385 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1553401.250000 Penalty: 3061.748047
	Iteration 40F: 3 clusters Score -1553401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1553426.625000 Penalty: 3061.748047
	Iteration 41Q: 3 clusters Score -1553427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1553453.125000 Penalty: 3061.748047
	Iteration 42Q: 3 clusters Score -1553453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1553473.875000 Penalty: 3061.748047
	Iteration 43Q: 3 clusters Score -1553474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1553494.375000 Penalty: 3061.748047
	Iteration 44Q: 3 clusters Score -1553494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1553516.750000 Penalty: 3061.748047
	Iteration 45Q: 3 clusters Score -1553517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1553535.750000 Penalty: 3061.748047
	Iteration 46Q: 3 clusters Score -1553536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1553556.000000 Penalty: 3061.748047
	Iteration 47Q: 3 clusters Score -1553556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1553578.750000 Penalty: 3061.748047
	Iteration 48Q: 3 clusters Score -1553579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1553605.375000 Penalty: 3061.748047
	Iteration 49Q: 3 clusters Score -1553605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1553633.625000 Penalty: 3061.748047
	Iteration 50Q: 3 clusters Score -1553634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1553666.375000 Penalty: 3061.748047
	Iteration 51Q: 3 clusters Score -1553666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1553690.625000 Penalty: 3061.748047
	Iteration 52Q: 3 clusters Score -1553691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1553708.500000 Penalty: 3061.748047
	Iteration 53Q: 3 clusters Score -1553708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1553730.875000 Penalty: 3061.748047
	Iteration 54Q: 3 clusters Score -1553731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1553750.375000 Penalty: 3061.748047
	Iteration 55Q: 3 clusters Score -1553750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1553783.000000 Penalty: 3061.748047
	Iteration 56Q: 3 clusters Score -1553783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1553805.000000 Penalty: 3061.748047
	Iteration 57Q: 3 clusters Score -1553805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1553832.875000 Penalty: 3061.748047
	Iteration 58Q: 3 clusters Score -1553833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1553855.625000 Penalty: 3061.748047
	Iteration 59Q: 3 clusters Score -1553856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1553893.250000 Penalty: 3061.748047
	Iteration 60F: 3 clusters Score -1553893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1553921.625000 Penalty: 3061.748047
	Iteration 61Q: 3 clusters Score -1553922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1553951.500000 Penalty: 3061.748047
	Iteration 62Q: 3 clusters Score -1553952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1553987.750000 Penalty: 3061.748047
	Iteration 63Q: 3 clusters Score -1553988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1554029.000000 Penalty: 3061.748047
	Iteration 64Q: 3 clusters Score -1554029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1554054.750000 Penalty: 3061.748047
	Iteration 65Q: 3 clusters Score -1554055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1554088.250000 Penalty: 3061.748047
	Iteration 66Q: 3 clusters Score -1554088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1554127.625000 Penalty: 3061.748047
	Iteration 67Q: 3 clusters Score -1554128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1554161.500000 Penalty: 3061.748047
	Iteration 68Q: 3 clusters Score -1554162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1554192.625000 Penalty: 3061.748047
	Iteration 69Q: 3 clusters Score -1554193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1554222.250000 Penalty: 3061.748047
	Iteration 70Q: 3 clusters Score -1554222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1554243.625000 Penalty: 3061.748047
	Iteration 71Q: 3 clusters Score -1554244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1554267.500000 Penalty: 3061.748047
	Iteration 72Q: 3 clusters Score -1554268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1554283.250000 Penalty: 3061.748047
	Iteration 73Q: 3 clusters Score -1554283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1554299.875000 Penalty: 3061.748047
	Iteration 74Q: 3 clusters Score -1554300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1554305.750000 Penalty: 3061.748047
	Iteration 75Q: 3 clusters Score -1554306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1554320.000000 Penalty: 3061.748047
	Iteration 76Q: 3 clusters Score -1554320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1554337.250000 Penalty: 3061.748047
	Iteration 77Q: 3 clusters Score -1554337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1554352.375000 Penalty: 3061.748047
	Iteration 78Q: 3 clusters Score -1554352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1554369.750000 Penalty: 3061.748047
	Iteration 79Q: 3 clusters Score -1554370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1554376.000000 Penalty: 3061.748047
	Iteration 80F: 3 clusters Score -1554376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1554381.250000 Penalty: 3061.748047
	Iteration 81Q: 3 clusters Score -1554381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1554386.625000 Penalty: 3061.748047
	Iteration 82Q: 3 clusters Score -1554387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1554388.000000 Penalty: 3061.748047
	Iteration 83Q: 3 clusters Score -1554388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1554391.500000 Penalty: 3061.748047
	Iteration 84Q: 3 clusters Score -1554392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1554390.125000 Penalty: 3061.748047
	Iteration 85Q: 3 clusters Score -1554390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1554390.125000 Penalty: 3061.748047
	Iteration 86F: 3 clusters Score -1554390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Entering Unmasked Estep 
Score: -2553357.000000 Penalty: 1618.562866
	Iteration 0F: 2 clusters Score -2553357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2539008.250000 Penalty: 3237.125732
	Iteration 0F: 3 clusters Score -2539008 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2544297.250000 Penalty: 3237.125732
	Iteration 1F: 3 clusters Score -2544297 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2544892.750000 Penalty: 3237.125732
	Iteration 2F: 3 clusters Score -2544893 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2545632.500000 Penalty: 3237.125732
	Iteration 3F: 3 clusters Score -2545632 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2546633.000000 Penalty: 3237.125732
	Iteration 4F: 3 clusters Score -2546633 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2547731.000000 Penalty: 3237.125732
	Iteration 5F: 3 clusters Score -2547731 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2548945.500000 Penalty: 3237.125732
	Iteration 6F: 3 clusters Score -2548946 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2549999.500000 Penalty: 3237.125732
	Iteration 7F: 3 clusters Score -2550000 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2550707.250000 Penalty: 3237.125732
	Iteration 8Q: 3 clusters Score -2550707 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2551044.250000 Penalty: 3237.125732
	Iteration 9Q: 3 clusters Score -2551044 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2551239.250000 Penalty: 3237.125732
	Iteration 10Q: 3 clusters Score -2551239 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2551339.500000 Penalty: 3237.125732
	Iteration 11Q: 3 clusters Score -2551340 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2551426.500000 Penalty: 3237.125732
	Iteration 12Q: 3 clusters Score -2551426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2551471.250000 Penalty: 3237.125732
	Iteration 13Q: 3 clusters Score -2551471 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2551514.750000 Penalty: 3237.125732
	Iteration 14Q: 3 clusters Score -2551515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2551545.250000 Penalty: 3237.125732
	Iteration 15Q: 3 clusters Score -2551545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2551581.500000 Penalty: 3237.125732
	Iteration 16Q: 3 clusters Score -2551582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2551610.750000 Penalty: 3237.125732
	Iteration 17Q: 3 clusters Score -2551611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2551644.500000 Penalty: 3237.125732
	Iteration 18Q: 3 clusters Score -2551644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2551685.500000 Penalty: 3237.125732
	Iteration 19Q: 3 clusters Score -2551686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2551707.500000 Penalty: 3237.125732
	Iteration 20F: 3 clusters Score -2551708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2551743.750000 Penalty: 3237.125732
	Iteration 21Q: 3 clusters Score -2551744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2551763.250000 Penalty: 3237.125732
	Iteration 22Q: 3 clusters Score -2551763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2551774.750000 Penalty: 3237.125732
	Iteration 23Q: 3 clusters Score -2551775 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2551798.250000 Penalty: 3237.125732
	Iteration 24Q: 3 clusters Score -2551798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2551806.250000 Penalty: 3237.125732
	Iteration 25Q: 3 clusters Score -2551806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2551822.250000 Penalty: 3237.125732
	Iteration 26Q: 3 clusters Score -2551822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2551836.750000 Penalty: 3237.125732
	Iteration 27Q: 3 clusters Score -2551837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2551849.000000 Penalty: 3237.125732
	Iteration 28Q: 3 clusters Score -2551849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2551861.000000 Penalty: 3237.125732
	Iteration 29Q: 3 clusters Score -2551861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2551874.500000 Penalty: 3237.125732
	Iteration 30Q: 3 clusters Score -2551874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2551892.250000 Penalty: 3237.125732
	Iteration 31Q: 3 clusters Score -2551892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2551914.750000 Penalty: 3237.125732
	Iteration 32Q: 3 clusters Score -2551915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2551925.750000 Penalty: 3237.125732
	Iteration 33Q: 3 clusters Score -2551926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2551940.250000 Penalty: 3237.125732
	Iteration 34Q: 3 clusters Score -2551940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2551950.750000 Penalty: 3237.125732
	Iteration 35Q: 3 clusters Score -2551951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2551954.750000 Penalty: 3237.125732
	Iteration 36Q: 3 clusters Score -2551955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2551968.750000 Penalty: 3237.125732
	Iteration 37Q: 3 clusters Score -2551969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2551982.000000 Penalty: 3237.125732
	Iteration 38Q: 3 clusters Score -2551982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2551991.000000 Penalty: 3237.125732
	Iteration 39Q: 3 clusters Score -2551991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2552003.750000 Penalty: 3237.125732
	Iteration 40F: 3 clusters Score -2552004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2552007.250000 Penalty: 3237.125732
	Iteration 41Q: 3 clusters Score -2552007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2552025.250000 Penalty: 3237.125732
	Iteration 42Q: 3 clusters Score -2552025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2552039.000000 Penalty: 3237.125732
	Iteration 43Q: 3 clusters Score -2552039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2552048.750000 Penalty: 3237.125732
	Iteration 44Q: 3 clusters Score -2552049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2552056.000000 Penalty: 3237.125732
	Iteration 45Q: 3 clusters Score -2552056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2552063.250000 Penalty: 3237.125732
	Iteration 46Q: 3 clusters Score -2552063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2552076.000000 Penalty: 3237.125732
	Iteration 47Q: 3 clusters Score -2552076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2552081.000000 Penalty: 3237.125732
	Iteration 48Q: 3 clusters Score -2552081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2552090.000000 Penalty: 3237.125732
	Iteration 49Q: 3 clusters Score -2552090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2552091.250000 Penalty: 3237.125732
	Iteration 50Q: 3 clusters Score -2552091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2552098.500000 Penalty: 3237.125732
	Iteration 51Q: 3 clusters Score -2552098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2552097.500000 Penalty: 3237.125732
	Iteration 52Q: 3 clusters Score -2552098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2552103.500000 Penalty: 3237.125732
	Iteration 53Q: 3 clusters Score -2552104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2552101.500000 Penalty: 3237.125732
	Iteration 54Q: 3 clusters Score -2552102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2552101.500000 Penalty: 3237.125732
	Iteration 55Q: 3 clusters Score -2552102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2552106.000000 Penalty: 3237.125732
	Iteration 56Q: 3 clusters Score -2552106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2552108.250000 Penalty: 3237.125732
	Iteration 57Q: 3 clusters Score -2552108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2552103.500000 Penalty: 3237.125732
	Iteration 58Q: 3 clusters Score -2552104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2552106.500000 Penalty: 3237.125732
	Iteration 59Q: 3 clusters Score -2552106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2552115.000000 Penalty: 3237.125732
	Iteration 60F: 3 clusters Score -2552115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2552116.000000 Penalty: 3237.125732
	Iteration 61Q: 3 clusters Score -2552116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2552115.750000 Penalty: 3237.125732
	Iteration 62Q: 3 clusters Score -2552116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2552120.250000 Penalty: 3237.125732
	Iteration 63Q: 3 clusters Score -2552120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2552119.750000 Penalty: 3237.125732
	Iteration 64Q: 3 clusters Score -2552120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2552118.500000 Penalty: 3237.125732
	Iteration 65Q: 3 clusters Score -2552118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2552120.250000 Penalty: 3237.125732
	Iteration 66Q: 3 clusters Score -2552120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2552119.500000 Penalty: 3237.125732
	Iteration 67Q: 3 clusters Score -2552120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2552117.500000 Penalty: 3237.125732
	Iteration 68Q: 3 clusters Score -2552118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2552119.000000 Penalty: 3237.125732
	Iteration 69Q: 3 clusters Score -2552119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2552119.000000 Penalty: 3237.125732
	Iteration 70F: 3 clusters Score -2552119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -607373.187500 Penalty: 1380.362427
	Iteration 0F: 2 clusters Score -607373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -603449.812500 Penalty: 2760.724854
	Iteration 0F: 3 clusters Score -603449.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -604513.812500 Penalty: 2760.724854
	Iteration 1F: 3 clusters Score -604513.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -604738.062500 Penalty: 2760.724854
	Iteration 2F: 3 clusters Score -604738.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -604844.437500 Penalty: 2760.724854
	Iteration 3F: 3 clusters Score -604844.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -604914.125000 Penalty: 2760.724854
	Iteration 4Q: 3 clusters Score -604914.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -604969.500000 Penalty: 2760.724854
	Iteration 5Q: 3 clusters Score -604969.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -605013.937500 Penalty: 2760.724854
	Iteration 6Q: 3 clusters Score -605013.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -605056.750000 Penalty: 2760.724854
	Iteration 7Q: 3 clusters Score -605056.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -605091.625000 Penalty: 2760.724854
	Iteration 8Q: 3 clusters Score -605091.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -605120.687500 Penalty: 2760.724854
	Iteration 9Q: 3 clusters Score -605120.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -605145.812500 Penalty: 2760.724854
	Iteration 10Q: 3 clusters Score -605145.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -605174.875000 Penalty: 2760.724854
	Iteration 11Q: 3 clusters Score -605174.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -605206.812500 Penalty: 2760.724854
	Iteration 12Q: 3 clusters Score -605206.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -605229.000000 Penalty: 2760.724854
	Iteration 13Q: 3 clusters Score -605229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -605256.000000 Penalty: 2760.724854
	Iteration 14Q: 3 clusters Score -605256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -605283.375000 Penalty: 2760.724854
	Iteration 15Q: 3 clusters Score -605283.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -605315.000000 Penalty: 2760.724854
	Iteration 16Q: 3 clusters Score -605315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -605347.437500 Penalty: 2760.724854
	Iteration 17Q: 3 clusters Score -605347.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -605384.812500 Penalty: 2760.724854
	Iteration 18Q: 3 clusters Score -605384.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -605429.500000 Penalty: 2760.724854
	Iteration 19Q: 3 clusters Score -605429.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -605477.187500 Penalty: 2760.724854
	Iteration 20F: 3 clusters Score -605477.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -605528.500000 Penalty: 2760.724854
	Iteration 21Q: 3 clusters Score -605528.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -605575.000000 Penalty: 2760.724854
	Iteration 22Q: 3 clusters Score -605575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -605625.062500 Penalty: 2760.724854
	Iteration 23Q: 3 clusters Score -605625.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -605675.312500 Penalty: 2760.724854
	Iteration 24Q: 3 clusters Score -605675.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -605724.375000 Penalty: 2760.724854
	Iteration 25Q: 3 clusters Score -605724.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -605773.312500 Penalty: 2760.724854
	Iteration 26Q: 3 clusters Score -605773.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -605817.125000 Penalty: 2760.724854
	Iteration 27Q: 3 clusters Score -605817.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -605865.437500 Penalty: 2760.724854
	Iteration 28Q: 3 clusters Score -605865.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -605908.312500 Penalty: 2760.724854
	Iteration 29Q: 3 clusters Score -605908.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -605948.437500 Penalty: 2760.724854
	Iteration 30Q: 3 clusters Score -605948.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -605991.375000 Penalty: 2760.724854
	Iteration 31Q: 3 clusters Score -605991.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -606034.187500 Penalty: 2760.724854
	Iteration 32Q: 3 clusters Score -606034.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -606061.125000 Penalty: 2760.724854
	Iteration 33Q: 3 clusters Score -606061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -606089.812500 Penalty: 2760.724854
	Iteration 34Q: 3 clusters Score -606089.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -606114.937500 Penalty: 2760.724854
	Iteration 35Q: 3 clusters Score -606114.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -606130.250000 Penalty: 2760.724854
	Iteration 36Q: 3 clusters Score -606130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -606143.500000 Penalty: 2760.724854
	Iteration 37Q: 3 clusters Score -606143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -606154.562500 Penalty: 2760.724854
	Iteration 38Q: 3 clusters Score -606154.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -606163.625000 Penalty: 2760.724854
	Iteration 39Q: 3 clusters Score -606163.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -606180.437500 Penalty: 2760.724854
	Iteration 40F: 3 clusters Score -606180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -606188.625000 Penalty: 2760.724854
	Iteration 41Q: 3 clusters Score -606188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -606193.562500 Penalty: 2760.724854
	Iteration 42Q: 3 clusters Score -606193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -606196.250000 Penalty: 2760.724854
	Iteration 43Q: 3 clusters Score -606196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -606198.562500 Penalty: 2760.724854
	Iteration 44Q: 3 clusters Score -606198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -606201.562500 Penalty: 2760.724854
	Iteration 45Q: 3 clusters Score -606201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -606203.625000 Penalty: 2760.724854
	Iteration 46Q: 3 clusters Score -606203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -606206.125000 Penalty: 2760.724854
	Iteration 47Q: 3 clusters Score -606206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -606211.687500 Penalty: 2760.724854
	Iteration 48Q: 3 clusters Score -606211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -606212.375000 Penalty: 2760.724854
	Iteration 49Q: 3 clusters Score -606212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -606212.562500 Penalty: 2760.724854
	Iteration 50Q: 3 clusters Score -606212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -606212.562500 Penalty: 2760.724854
	Iteration 51F: 3 clusters Score -606212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15568.416016 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15568.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15574.355469 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15574.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15574.355469 Penalty: 1515.617798
	Iteration 2F: 3 clusters Score -15574.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -431792.156250 Penalty: 1329.347656
	Iteration 0F: 2 clusters Score -431792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428721.187500 Penalty: 2658.695312
	Iteration 0F: 3 clusters Score -428721.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429534.406250 Penalty: 2658.695312
	Iteration 1F: 3 clusters Score -429534.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -429657.687500 Penalty: 2658.695312
	Iteration 2F: 3 clusters Score -429657.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -429735.156250 Penalty: 2658.695312
	Iteration 3Q: 3 clusters Score -429735.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -429798.812500 Penalty: 2658.695312
	Iteration 4Q: 3 clusters Score -429798.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -429867.156250 Penalty: 2658.695312
	Iteration 5Q: 3 clusters Score -429867.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -429920.062500 Penalty: 2658.695312
	Iteration 6Q: 3 clusters Score -429920.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429968.406250 Penalty: 2658.695312
	Iteration 7Q: 3 clusters Score -429968.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430025.031250 Penalty: 2658.695312
	Iteration 8Q: 3 clusters Score -430025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -430079.218750 Penalty: 2658.695312
	Iteration 9Q: 3 clusters Score -430079.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -430118.593750 Penalty: 2658.695312
	Iteration 10Q: 3 clusters Score -430118.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -430163.812500 Penalty: 2658.695312
	Iteration 11Q: 3 clusters Score -430163.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -430200.406250 Penalty: 2658.695312
	Iteration 12Q: 3 clusters Score -430200.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -430232.531250 Penalty: 2658.695312
	Iteration 13Q: 3 clusters Score -430232.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -430262.593750 Penalty: 2658.695312
	Iteration 14Q: 3 clusters Score -430262.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -430283.312500 Penalty: 2658.695312
	Iteration 15Q: 3 clusters Score -430283.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -430298.562500 Penalty: 2658.695312
	Iteration 16Q: 3 clusters Score -430298.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -430311.562500 Penalty: 2658.695312
	Iteration 17Q: 3 clusters Score -430311.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430330.906250 Penalty: 2658.695312
	Iteration 18Q: 3 clusters Score -430330.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -430349.843750 Penalty: 2658.695312
	Iteration 19Q: 3 clusters Score -430349.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -430369.875000 Penalty: 2658.695312
	Iteration 20F: 3 clusters Score -430369.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -430388.406250 Penalty: 2658.695312
	Iteration 21Q: 3 clusters Score -430388.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -430418.656250 Penalty: 2658.695312
	Iteration 22Q: 3 clusters Score -430418.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -430449.750000 Penalty: 2658.695312
	Iteration 23Q: 3 clusters Score -430449.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -430478.500000 Penalty: 2658.695312
	Iteration 24Q: 3 clusters Score -430478.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -430494.937500 Penalty: 2658.695312
	Iteration 25Q: 3 clusters Score -430494.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -430506.187500 Penalty: 2658.695312
	Iteration 26Q: 3 clusters Score -430506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -430516.375000 Penalty: 2658.695312
	Iteration 27Q: 3 clusters Score -430516.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -430523.156250 Penalty: 2658.695312
	Iteration 28Q: 3 clusters Score -430523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -430530.031250 Penalty: 2658.695312
	Iteration 29Q: 3 clusters Score -430530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -430536.500000 Penalty: 2658.695312
	Iteration 30Q: 3 clusters Score -430536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -430540.750000 Penalty: 2658.695312
	Iteration 31Q: 3 clusters Score -430540.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -430546.406250 Penalty: 2658.695312
	Iteration 32Q: 3 clusters Score -430546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -430551.687500 Penalty: 2658.695312
	Iteration 33Q: 3 clusters Score -430551.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -430556.812500 Penalty: 2658.695312
	Iteration 34Q: 3 clusters Score -430556.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -430568.062500 Penalty: 2658.695312
	Iteration 35Q: 3 clusters Score -430568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -430576.875000 Penalty: 2658.695312
	Iteration 36Q: 3 clusters Score -430576.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -430586.000000 Penalty: 2658.695312
	Iteration 37Q: 3 clusters Score -430586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -430590.187500 Penalty: 2658.695312
	Iteration 38Q: 3 clusters Score -430590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -430595.218750 Penalty: 2658.695312
	Iteration 39Q: 3 clusters Score -430595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -430596.093750 Penalty: 2658.695312
	Iteration 40F: 3 clusters Score -430596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -430597.906250 Penalty: 2658.695312
	Iteration 41Q: 3 clusters Score -430597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -430599.125000 Penalty: 2658.695312
	Iteration 42Q: 3 clusters Score -430599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -430602.500000 Penalty: 2658.695312
	Iteration 43Q: 3 clusters Score -430602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -430608.343750 Penalty: 2658.695312
	Iteration 44Q: 3 clusters Score -430608.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -430610.468750 Penalty: 2658.695312
	Iteration 45Q: 3 clusters Score -430610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -430612.937500 Penalty: 2658.695312
	Iteration 46Q: 3 clusters Score -430612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -430614.593750 Penalty: 2658.695312
	Iteration 47Q: 3 clusters Score -430614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -430617.968750 Penalty: 2658.695312
	Iteration 48Q: 3 clusters Score -430618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -430620.875000 Penalty: 2658.695312
	Iteration 49Q: 3 clusters Score -430620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -430622.343750 Penalty: 2658.695312
	Iteration 50Q: 3 clusters Score -430622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -430625.000000 Penalty: 2658.695312
	Iteration 51Q: 3 clusters Score -430625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -430628.156250 Penalty: 2658.695312
	Iteration 52Q: 3 clusters Score -430628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -430630.625000 Penalty: 2658.695312
	Iteration 53Q: 3 clusters Score -430630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -430631.843750 Penalty: 2658.695312
	Iteration 54Q: 3 clusters Score -430631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -430633.531250 Penalty: 2658.695312
	Iteration 55Q: 3 clusters Score -430633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -430634.531250 Penalty: 2658.695312
	Iteration 56Q: 3 clusters Score -430634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -430634.531250 Penalty: 2658.695312
	Iteration 57Q: 3 clusters Score -430634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -430635.937500 Penalty: 2658.695312
	Iteration 58Q: 3 clusters Score -430635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -430637.000000 Penalty: 2658.695312
	Iteration 59Q: 3 clusters Score -430637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -430637.250000 Penalty: 2658.695312
	Iteration 60F: 3 clusters Score -430637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -430638.906250 Penalty: 2658.695312
	Iteration 61Q: 3 clusters Score -430638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -430640.343750 Penalty: 2658.695312
	Iteration 62Q: 3 clusters Score -430640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -430641.875000 Penalty: 2658.695312
	Iteration 63Q: 3 clusters Score -430641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -430641.875000 Penalty: 2658.695312
	Iteration 64F: 3 clusters Score -430641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -763322.062500 Penalty: 1417.498535
	Iteration 0F: 2 clusters Score -763322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -758597.000000 Penalty: 2834.997070
	Iteration 0F: 3 clusters Score -758597 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -759941.687500 Penalty: 2834.997070
	Iteration 1F: 3 clusters Score -759941.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -760113.500000 Penalty: 2834.997070
	Iteration 2F: 3 clusters Score -760113.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -760226.625000 Penalty: 2834.997070
	Iteration 3Q: 3 clusters Score -760226.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -760313.875000 Penalty: 2834.997070
	Iteration 4Q: 3 clusters Score -760313.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -760379.750000 Penalty: 2834.997070
	Iteration 5Q: 3 clusters Score -760379.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -760437.875000 Penalty: 2834.997070
	Iteration 6Q: 3 clusters Score -760437.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -760488.562500 Penalty: 2834.997070
	Iteration 7Q: 3 clusters Score -760488.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -760538.625000 Penalty: 2834.997070
	Iteration 8Q: 3 clusters Score -760538.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -760584.500000 Penalty: 2834.997070
	Iteration 9Q: 3 clusters Score -760584.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -760625.500000 Penalty: 2834.997070
	Iteration 10Q: 3 clusters Score -760625.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -760668.500000 Penalty: 2834.997070
	Iteration 11Q: 3 clusters Score -760668.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -760701.875000 Penalty: 2834.997070
	Iteration 12Q: 3 clusters Score -760701.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -760727.187500 Penalty: 2834.997070
	Iteration 13Q: 3 clusters Score -760727.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -760759.375000 Penalty: 2834.997070
	Iteration 14Q: 3 clusters Score -760759.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -760793.500000 Penalty: 2834.997070
	Iteration 15Q: 3 clusters Score -760793.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -760838.687500 Penalty: 2834.997070
	Iteration 16Q: 3 clusters Score -760838.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -760891.750000 Penalty: 2834.997070
	Iteration 17Q: 3 clusters Score -760891.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -760956.312500 Penalty: 2834.997070
	Iteration 18Q: 3 clusters Score -760956.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -761027.187500 Penalty: 2834.997070
	Iteration 19Q: 3 clusters Score -761027.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -761112.062500 Penalty: 2834.997070
	Iteration 20F: 3 clusters Score -761112.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -761214.250000 Penalty: 2834.997070
	Iteration 21Q: 3 clusters Score -761214.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -761296.562500 Penalty: 2834.997070
	Iteration 22Q: 3 clusters Score -761296.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -761368.937500 Penalty: 2834.997070
	Iteration 23Q: 3 clusters Score -761368.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -761434.875000 Penalty: 2834.997070
	Iteration 24Q: 3 clusters Score -761434.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -761481.687500 Penalty: 2834.997070
	Iteration 25Q: 3 clusters Score -761481.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -761516.812500 Penalty: 2834.997070
	Iteration 26Q: 3 clusters Score -761516.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -761539.937500 Penalty: 2834.997070
	Iteration 27Q: 3 clusters Score -761539.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -761557.125000 Penalty: 2834.997070
	Iteration 28Q: 3 clusters Score -761557.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -761578.187500 Penalty: 2834.997070
	Iteration 29Q: 3 clusters Score -761578.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -761597.062500 Penalty: 2834.997070
	Iteration 30Q: 3 clusters Score -761597.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -761615.500000 Penalty: 2834.997070
	Iteration 31Q: 3 clusters Score -761615.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -761634.062500 Penalty: 2834.997070
	Iteration 32Q: 3 clusters Score -761634.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -761652.375000 Penalty: 2834.997070
	Iteration 33Q: 3 clusters Score -761652.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -761663.687500 Penalty: 2834.997070
	Iteration 34Q: 3 clusters Score -761663.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -761672.937500 Penalty: 2834.997070
	Iteration 35Q: 3 clusters Score -761672.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -761679.812500 Penalty: 2834.997070
	Iteration 36Q: 3 clusters Score -761679.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -761683.562500 Penalty: 2834.997070
	Iteration 37Q: 3 clusters Score -761683.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -761690.750000 Penalty: 2834.997070
	Iteration 38Q: 3 clusters Score -761690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -761695.625000 Penalty: 2834.997070
	Iteration 39Q: 3 clusters Score -761695.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -761701.250000 Penalty: 2834.997070
	Iteration 40F: 3 clusters Score -761701.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -761705.125000 Penalty: 2834.997070
	Iteration 41Q: 3 clusters Score -761705.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -761714.062500 Penalty: 2834.997070
	Iteration 42Q: 3 clusters Score -761714.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -761716.937500 Penalty: 2834.997070
	Iteration 43Q: 3 clusters Score -761716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -761717.312500 Penalty: 2834.997070
	Iteration 44Q: 3 clusters Score -761717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -761719.375000 Penalty: 2834.997070
	Iteration 45Q: 3 clusters Score -761719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -761724.312500 Penalty: 2834.997070
	Iteration 46Q: 3 clusters Score -761724.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -761730.375000 Penalty: 2834.997070
	Iteration 47Q: 3 clusters Score -761730.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -761735.625000 Penalty: 2834.997070
	Iteration 48Q: 3 clusters Score -761735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -761741.875000 Penalty: 2834.997070
	Iteration 49Q: 3 clusters Score -761741.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -761748.437500 Penalty: 2834.997070
	Iteration 50Q: 3 clusters Score -761748.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -761754.250000 Penalty: 2834.997070
	Iteration 51Q: 3 clusters Score -761754.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -761762.437500 Penalty: 2834.997070
	Iteration 52Q: 3 clusters Score -761762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -761764.500000 Penalty: 2834.997070
	Iteration 53Q: 3 clusters Score -761764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -761769.000000 Penalty: 2834.997070
	Iteration 54Q: 3 clusters Score -761769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -761774.562500 Penalty: 2834.997070
	Iteration 55Q: 3 clusters Score -761774.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -761782.812500 Penalty: 2834.997070
	Iteration 56Q: 3 clusters Score -761782.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -761791.125000 Penalty: 2834.997070
	Iteration 57Q: 3 clusters Score -761791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -761800.437500 Penalty: 2834.997070
	Iteration 58Q: 3 clusters Score -761800.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -761809.125000 Penalty: 2834.997070
	Iteration 59Q: 3 clusters Score -761809.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -761819.312500 Penalty: 2834.997070
	Iteration 60F: 3 clusters Score -761819.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -761834.875000 Penalty: 2834.997070
	Iteration 61Q: 3 clusters Score -761834.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -761845.375000 Penalty: 2834.997070
	Iteration 62Q: 3 clusters Score -761845.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -761859.437500 Penalty: 2834.997070
	Iteration 63Q: 3 clusters Score -761859.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -761872.750000 Penalty: 2834.997070
	Iteration 64Q: 3 clusters Score -761872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -761884.000000 Penalty: 2834.997070
	Iteration 65Q: 3 clusters Score -761884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -761892.125000 Penalty: 2834.997070
	Iteration 66Q: 3 clusters Score -761892.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -761903.062500 Penalty: 2834.997070
	Iteration 67Q: 3 clusters Score -761903.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -761919.937500 Penalty: 2834.997070
	Iteration 68Q: 3 clusters Score -761919.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -761928.125000 Penalty: 2834.997070
	Iteration 69Q: 3 clusters Score -761928.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -761935.562500 Penalty: 2834.997070
	Iteration 70Q: 3 clusters Score -761935.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -761941.062500 Penalty: 2834.997070
	Iteration 71Q: 3 clusters Score -761941.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -761945.812500 Penalty: 2834.997070
	Iteration 72Q: 3 clusters Score -761945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -761952.687500 Penalty: 2834.997070
	Iteration 73Q: 3 clusters Score -761952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -761959.000000 Penalty: 2834.997070
	Iteration 74Q: 3 clusters Score -761959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -761971.000000 Penalty: 2834.997070
	Iteration 75Q: 3 clusters Score -761971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -761979.187500 Penalty: 2834.997070
	Iteration 76Q: 3 clusters Score -761979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -761983.625000 Penalty: 2834.997070
	Iteration 77Q: 3 clusters Score -761983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -761986.562500 Penalty: 2834.997070
	Iteration 78Q: 3 clusters Score -761986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -761990.812500 Penalty: 2834.997070
	Iteration 79Q: 3 clusters Score -761990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -761996.375000 Penalty: 2834.997070
	Iteration 80F: 3 clusters Score -761996.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -762001.562500 Penalty: 2834.997070
	Iteration 81Q: 3 clusters Score -762001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -762004.000000 Penalty: 2834.997070
	Iteration 82Q: 3 clusters Score -762004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -762011.000000 Penalty: 2834.997070
	Iteration 83Q: 3 clusters Score -762011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -762011.812500 Penalty: 2834.997070
	Iteration 84Q: 3 clusters Score -762011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -762015.812500 Penalty: 2834.997070
	Iteration 85Q: 3 clusters Score -762015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -762018.875000 Penalty: 2834.997070
	Iteration 86Q: 3 clusters Score -762018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -762021.312500 Penalty: 2834.997070
	Iteration 87Q: 3 clusters Score -762021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -762025.875000 Penalty: 2834.997070
	Iteration 88Q: 3 clusters Score -762025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -762028.125000 Penalty: 2834.997070
	Iteration 89Q: 3 clusters Score -762028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -762029.062500 Penalty: 2834.997070
	Iteration 90Q: 3 clusters Score -762029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -762030.812500 Penalty: 2834.997070
	Iteration 91Q: 3 clusters Score -762030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -762033.250000 Penalty: 2834.997070
	Iteration 92Q: 3 clusters Score -762033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -762034.312500 Penalty: 2834.997070
	Iteration 93Q: 3 clusters Score -762034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -762033.812500 Penalty: 2834.997070
	Iteration 94Q: 3 clusters Score -762033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -762035.812500 Penalty: 2834.997070
	Iteration 95Q: 3 clusters Score -762035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -762038.375000 Penalty: 2834.997070
	Iteration 96Q: 3 clusters Score -762038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -762039.187500 Penalty: 2834.997070
	Iteration 97Q: 3 clusters Score -762039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -762039.375000 Penalty: 2834.997070
	Iteration 98Q: 3 clusters Score -762039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -762038.937500 Penalty: 2834.997070
	Iteration 99Q: 3 clusters Score -762038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -762039.812500 Penalty: 2834.997070
	Iteration 100F: 3 clusters Score -762039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -464754.593750 Penalty: 1345.944580
	Iteration 0F: 2 clusters Score -464754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -461417.906250 Penalty: 2691.889160
	Iteration 0F: 3 clusters Score -461417.9 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -462252.000000 Penalty: 2691.889160
	Iteration 1F: 3 clusters Score -462252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -462385.156250 Penalty: 2691.889160
	Iteration 2F: 3 clusters Score -462385.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -462489.718750 Penalty: 2691.889160
	Iteration 3Q: 3 clusters Score -462489.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -462578.843750 Penalty: 2691.889160
	Iteration 4Q: 3 clusters Score -462578.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -462655.343750 Penalty: 2691.889160
	Iteration 5Q: 3 clusters Score -462655.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -462741.500000 Penalty: 2691.889160
	Iteration 6Q: 3 clusters Score -462741.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -462822.250000 Penalty: 2691.889160
	Iteration 7Q: 3 clusters Score -462822.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -462927.437500 Penalty: 2691.889160
	Iteration 8Q: 3 clusters Score -462927.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -463030.125000 Penalty: 2691.889160
	Iteration 9Q: 3 clusters Score -463030.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -463117.968750 Penalty: 2691.889160
	Iteration 10Q: 3 clusters Score -463118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -463202.343750 Penalty: 2691.889160
	Iteration 11Q: 3 clusters Score -463202.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -463281.937500 Penalty: 2691.889160
	Iteration 12Q: 3 clusters Score -463281.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -463336.500000 Penalty: 2691.889160
	Iteration 13Q: 3 clusters Score -463336.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -463385.375000 Penalty: 2691.889160
	Iteration 14Q: 3 clusters Score -463385.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -463422.093750 Penalty: 2691.889160
	Iteration 15Q: 3 clusters Score -463422.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -463440.937500 Penalty: 2691.889160
	Iteration 16Q: 3 clusters Score -463440.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -463459.031250 Penalty: 2691.889160
	Iteration 17Q: 3 clusters Score -463459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -463475.531250 Penalty: 2691.889160
	Iteration 18Q: 3 clusters Score -463475.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -463484.937500 Penalty: 2691.889160
	Iteration 19Q: 3 clusters Score -463484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -463493.593750 Penalty: 2691.889160
	Iteration 20F: 3 clusters Score -463493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -463497.343750 Penalty: 2691.889160
	Iteration 21Q: 3 clusters Score -463497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -463503.437500 Penalty: 2691.889160
	Iteration 22Q: 3 clusters Score -463503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -463507.906250 Penalty: 2691.889160
	Iteration 23Q: 3 clusters Score -463507.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -463515.250000 Penalty: 2691.889160
	Iteration 24Q: 3 clusters Score -463515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -463520.812500 Penalty: 2691.889160
	Iteration 25Q: 3 clusters Score -463520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -463524.062500 Penalty: 2691.889160
	Iteration 26Q: 3 clusters Score -463524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -463526.312500 Penalty: 2691.889160
	Iteration 27Q: 3 clusters Score -463526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -463528.031250 Penalty: 2691.889160
	Iteration 28Q: 3 clusters Score -463528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -463530.187500 Penalty: 2691.889160
	Iteration 29Q: 3 clusters Score -463530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -463532.218750 Penalty: 2691.889160
	Iteration 30Q: 3 clusters Score -463532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -463532.218750 Penalty: 2691.889160
	Iteration 31F: 3 clusters Score -463532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -173659.593750 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -173659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -171900.109375 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -171900.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -172297.109375 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -172297.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -172395.359375 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -172395.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -172464.656250 Penalty: 2380.030518
	Iteration 3Q: 3 clusters Score -172464.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172508.312500 Penalty: 2380.030518
	Iteration 4Q: 3 clusters Score -172508.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -172530.687500 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -172530.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172546.296875 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -172546.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -172555.250000 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -172555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -172559.359375 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -172559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -172562.359375 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -172562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -172564.890625 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -172564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172570.546875 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -172570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -172574.187500 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -172574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -172576.750000 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -172576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -172581.937500 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -172581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -172587.312500 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -172587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172591.453125 Penalty: 2380.030518
	Iteration 16Q: 3 clusters Score -172591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -172596.078125 Penalty: 2380.030518
	Iteration 17Q: 3 clusters Score -172596.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -172598.421875 Penalty: 2380.030518
	Iteration 18Q: 3 clusters Score -172598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -172600.609375 Penalty: 2380.030518
	Iteration 19Q: 3 clusters Score -172600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -172601.828125 Penalty: 2380.030518
	Iteration 20F: 3 clusters Score -172601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -172603.046875 Penalty: 2380.030518
	Iteration 21Q: 3 clusters Score -172603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -172605.765625 Penalty: 2380.030518
	Iteration 22Q: 3 clusters Score -172605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -172606.375000 Penalty: 2380.030518
	Iteration 23Q: 3 clusters Score -172606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -172607.156250 Penalty: 2380.030518
	Iteration 24Q: 3 clusters Score -172607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172607.781250 Penalty: 2380.030518
	Iteration 25Q: 3 clusters Score -172607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -172609.593750 Penalty: 2380.030518
	Iteration 26Q: 3 clusters Score -172609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -172611.656250 Penalty: 2380.030518
	Iteration 27Q: 3 clusters Score -172611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172614.796875 Penalty: 2380.030518
	Iteration 28Q: 3 clusters Score -172614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -172618.812500 Penalty: 2380.030518
	Iteration 29Q: 3 clusters Score -172618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -172622.484375 Penalty: 2380.030518
	Iteration 30Q: 3 clusters Score -172622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -172623.875000 Penalty: 2380.030518
	Iteration 31Q: 3 clusters Score -172623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172625.546875 Penalty: 2380.030518
	Iteration 32Q: 3 clusters Score -172625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172626.859375 Penalty: 2380.030518
	Iteration 33Q: 3 clusters Score -172626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -172628.640625 Penalty: 2380.030518
	Iteration 34Q: 3 clusters Score -172628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -172629.843750 Penalty: 2380.030518
	Iteration 35Q: 3 clusters Score -172629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -172630.578125 Penalty: 2380.030518
	Iteration 36Q: 3 clusters Score -172630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -172631.218750 Penalty: 2380.030518
	Iteration 37Q: 3 clusters Score -172631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -172632.015625 Penalty: 2380.030518
	Iteration 38Q: 3 clusters Score -172632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -172632.281250 Penalty: 2380.030518
	Iteration 39Q: 3 clusters Score -172632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -172632.281250 Penalty: 2380.030518
	Iteration 40F: 3 clusters Score -172632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -488011.625000 Penalty: 1346.846069
	Iteration 0F: 2 clusters Score -488011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -484694.281250 Penalty: 2693.692139
	Iteration 0F: 3 clusters Score -484694.3 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -485483.093750 Penalty: 2693.692139
	Iteration 1F: 3 clusters Score -485483.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -485626.937500 Penalty: 2693.692139
	Iteration 2F: 3 clusters Score -485626.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -485756.656250 Penalty: 2693.692139
	Iteration 3F: 3 clusters Score -485756.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -485841.343750 Penalty: 2693.692139
	Iteration 4Q: 3 clusters Score -485841.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -485899.937500 Penalty: 2693.692139
	Iteration 5Q: 3 clusters Score -485899.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -485968.875000 Penalty: 2693.692139
	Iteration 6Q: 3 clusters Score -485968.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -486051.218750 Penalty: 2693.692139
	Iteration 7Q: 3 clusters Score -486051.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -486164.625000 Penalty: 2693.692139
	Iteration 8Q: 3 clusters Score -486164.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -486288.875000 Penalty: 2693.692139
	Iteration 9Q: 3 clusters Score -486288.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -486415.656250 Penalty: 2693.692139
	Iteration 10Q: 3 clusters Score -486415.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -486549.812500 Penalty: 2693.692139
	Iteration 11Q: 3 clusters Score -486549.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -486665.000000 Penalty: 2693.692139
	Iteration 12Q: 3 clusters Score -486665 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -486767.375000 Penalty: 2693.692139
	Iteration 13Q: 3 clusters Score -486767.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -486843.687500 Penalty: 2693.692139
	Iteration 14Q: 3 clusters Score -486843.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -486892.312500 Penalty: 2693.692139
	Iteration 15Q: 3 clusters Score -486892.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -486923.468750 Penalty: 2693.692139
	Iteration 16Q: 3 clusters Score -486923.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -486949.531250 Penalty: 2693.692139
	Iteration 17Q: 3 clusters Score -486949.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -486962.593750 Penalty: 2693.692139
	Iteration 18Q: 3 clusters Score -486962.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -486973.875000 Penalty: 2693.692139
	Iteration 19Q: 3 clusters Score -486973.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -486981.500000 Penalty: 2693.692139
	Iteration 20F: 3 clusters Score -486981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -486985.812500 Penalty: 2693.692139
	Iteration 21Q: 3 clusters Score -486985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -486988.312500 Penalty: 2693.692139
	Iteration 22Q: 3 clusters Score -486988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -486989.218750 Penalty: 2693.692139
	Iteration 23Q: 3 clusters Score -486989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -486989.593750 Penalty: 2693.692139
	Iteration 24Q: 3 clusters Score -486989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -486991.062500 Penalty: 2693.692139
	Iteration 25Q: 3 clusters Score -486991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -486991.812500 Penalty: 2693.692139
	Iteration 26Q: 3 clusters Score -486991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -486991.812500 Penalty: 2693.692139
	Iteration 27F: 3 clusters Score -486991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Entering Unmasked Estep 
Score: -17344170.000000 Penalty: 1929.137207
	Iteration 0F: 2 clusters Score -1.734417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -17254000.000000 Penalty: 3858.274414
	Iteration 0F: 3 clusters Score -1.7254e+07 nChanged 69073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -17294048.000000 Penalty: 3858.274414
	Iteration 1F: 3 clusters Score -1.729405e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -17294950.000000 Penalty: 3858.274414
	Iteration 2Q: 3 clusters Score -1.729495e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -17296268.000000 Penalty: 3858.274414
	Iteration 3Q: 3 clusters Score -1.729627e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -17298458.000000 Penalty: 3858.274414
	Iteration 4Q: 3 clusters Score -1.729846e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -17302380.000000 Penalty: 3858.274414
	Iteration 5F: 3 clusters Score -1.730238e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -17308904.000000 Penalty: 3858.274414
	Iteration 6F: 3 clusters Score -1.73089e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111139 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -17318020.000000 Penalty: 3858.274414
	Iteration 7F: 3 clusters Score -1.731802e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -17327606.000000 Penalty: 3858.274414
	Iteration 8F: 3 clusters Score -1.732761e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -17334852.000000 Penalty: 3858.274414
	Iteration 9F: 3 clusters Score -1.733485e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -17338756.000000 Penalty: 3858.274414
	Iteration 10Q: 3 clusters Score -1.733876e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17340750.000000 Penalty: 3858.274414
	Iteration 11Q: 3 clusters Score -1.734075e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17341600.000000 Penalty: 3858.274414
	Iteration 12Q: 3 clusters Score -1.73416e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17341976.000000 Penalty: 3858.274414
	Iteration 13Q: 3 clusters Score -1.734198e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142121 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17342204.000000 Penalty: 3858.274414
	Iteration 14Q: 3 clusters Score -1.73422e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -17342342.000000 Penalty: 3858.274414
	Iteration 15Q: 3 clusters Score -1.734234e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142414 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17342450.000000 Penalty: 3858.274414
	Iteration 16Q: 3 clusters Score -1.734245e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17342520.000000 Penalty: 3858.274414
	Iteration 17Q: 3 clusters Score -1.734252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142516 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17342576.000000 Penalty: 3858.274414
	Iteration 18Q: 3 clusters Score -1.734258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -17342580.000000 Penalty: 3858.274414
	Iteration 19Q: 3 clusters Score -1.734258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17342616.000000 Penalty: 3858.274414
	Iteration 20F: 3 clusters Score -1.734262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142580 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17342644.000000 Penalty: 3858.274414
	Iteration 21Q: 3 clusters Score -1.734264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17342668.000000 Penalty: 3858.274414
	Iteration 22Q: 3 clusters Score -1.734267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -17342670.000000 Penalty: 3858.274414
	Iteration 23Q: 3 clusters Score -1.734267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -17342672.000000 Penalty: 3858.274414
	Iteration 24Q: 3 clusters Score -1.734267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17342682.000000 Penalty: 3858.274414
	Iteration 25Q: 3 clusters Score -1.734268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17342692.000000 Penalty: 3858.274414
	Iteration 26Q: 3 clusters Score -1.734269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142592 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17342688.000000 Penalty: 3858.274414
	Iteration 27Q: 3 clusters Score -1.734269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17342686.000000 Penalty: 3858.274414
	Iteration 28Q: 3 clusters Score -1.734269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17342692.000000 Penalty: 3858.274414
	Iteration 29Q: 3 clusters Score -1.734269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17342694.000000 Penalty: 3858.274414
	Iteration 30Q: 3 clusters Score -1.734269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17342702.000000 Penalty: 3858.274414
	Iteration 31Q: 3 clusters Score -1.73427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17342708.000000 Penalty: 3858.274414
	Iteration 32Q: 3 clusters Score -1.734271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -17342716.000000 Penalty: 3858.274414
	Iteration 33Q: 3 clusters Score -1.734272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -17342712.000000 Penalty: 3858.274414
	Iteration 34Q: 3 clusters Score -1.734271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142601 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -17342724.000000 Penalty: 3858.274414
	Iteration 35Q: 3 clusters Score -1.734272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142598 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -17342716.000000 Penalty: 3858.274414
	Iteration 36Q: 3 clusters Score -1.734272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17342722.000000 Penalty: 3858.274414
	Iteration 37Q: 3 clusters Score -1.734272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17342722.000000 Penalty: 3858.274414
	Iteration 38F: 3 clusters Score -1.734272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 163 members 
Entering Unmasked Estep 
Score: -42275.527344 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42275.53 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43173.242188 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -43173.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -43458.457031 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43458.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -43596.679688 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43596.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -43665.453125 Penalty: 1866.476074
	Iteration 4Q: 3 clusters Score -43665.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43677.882812 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43677.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43677.882812 Penalty: 1866.476074
	Iteration 6F: 3 clusters Score -43677.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 19972 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 58 members 
Mstep: Class 13 contains 143145 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
Score: -29439224.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29439732.000000 to -29439224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46997.109375 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -46997.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46039.531250 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -46039.53 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46190.859375 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -46190.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46226.746094 Penalty: 1976.721191
	Iteration 2Q: 3 clusters Score -46226.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46246.835938 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -46246.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46253.621094 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -46253.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46253.621094 Penalty: 1976.721191
	Iteration 5F: 3 clusters Score -46253.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1390060.125000 Penalty: 1516.022095
	Iteration 0F: 2 clusters Score -1390060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1382107.625000 Penalty: 3032.044189
	Iteration 0F: 3 clusters Score -1382108 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1384761.375000 Penalty: 3032.044189
	Iteration 1F: 3 clusters Score -1384761 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1385049.000000 Penalty: 3032.044189
	Iteration 2F: 3 clusters Score -1385049 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1385266.250000 Penalty: 3032.044189
	Iteration 3Q: 3 clusters Score -1385266 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1385490.375000 Penalty: 3032.044189
	Iteration 4Q: 3 clusters Score -1385490 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1385747.500000 Penalty: 3032.044189
	Iteration 5Q: 3 clusters Score -1385748 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1386029.875000 Penalty: 3032.044189
	Iteration 6Q: 3 clusters Score -1386030 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1386353.250000 Penalty: 3032.044189
	Iteration 7Q: 3 clusters Score -1386353 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1386742.625000 Penalty: 3032.044189
	Iteration 8F: 3 clusters Score -1386743 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1387184.750000 Penalty: 3032.044189
	Iteration 9F: 3 clusters Score -1387185 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1387607.250000 Penalty: 3032.044189
	Iteration 10Q: 3 clusters Score -1387607 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1387961.875000 Penalty: 3032.044189
	Iteration 11Q: 3 clusters Score -1387962 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1388236.875000 Penalty: 3032.044189
	Iteration 12Q: 3 clusters Score -1388237 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1388431.375000 Penalty: 3032.044189
	Iteration 13Q: 3 clusters Score -1388431 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1388558.250000 Penalty: 3032.044189
	Iteration 14Q: 3 clusters Score -1388558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1388634.125000 Penalty: 3032.044189
	Iteration 15Q: 3 clusters Score -1388634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1388694.375000 Penalty: 3032.044189
	Iteration 16Q: 3 clusters Score -1388694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1388728.625000 Penalty: 3032.044189
	Iteration 17Q: 3 clusters Score -1388729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1388753.750000 Penalty: 3032.044189
	Iteration 18Q: 3 clusters Score -1388754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1388768.250000 Penalty: 3032.044189
	Iteration 19Q: 3 clusters Score -1388768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1388788.500000 Penalty: 3032.044189
	Iteration 20F: 3 clusters Score -1388788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1388807.500000 Penalty: 3032.044189
	Iteration 21Q: 3 clusters Score -1388808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1388817.750000 Penalty: 3032.044189
	Iteration 22Q: 3 clusters Score -1388818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1388822.375000 Penalty: 3032.044189
	Iteration 23Q: 3 clusters Score -1388822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1388827.500000 Penalty: 3032.044189
	Iteration 24Q: 3 clusters Score -1388828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1388833.750000 Penalty: 3032.044189
	Iteration 25Q: 3 clusters Score -1388834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1388836.875000 Penalty: 3032.044189
	Iteration 26Q: 3 clusters Score -1388837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1388842.125000 Penalty: 3032.044189
	Iteration 27Q: 3 clusters Score -1388842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1388842.625000 Penalty: 3032.044189
	Iteration 28Q: 3 clusters Score -1388843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1388848.125000 Penalty: 3032.044189
	Iteration 29Q: 3 clusters Score -1388848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1388851.125000 Penalty: 3032.044189
	Iteration 30Q: 3 clusters Score -1388851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1388850.000000 Penalty: 3032.044189
	Iteration 31Q: 3 clusters Score -1388850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1388853.500000 Penalty: 3032.044189
	Iteration 32Q: 3 clusters Score -1388854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1388858.000000 Penalty: 3032.044189
	Iteration 33Q: 3 clusters Score -1388858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1388861.000000 Penalty: 3032.044189
	Iteration 34Q: 3 clusters Score -1388861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1388866.500000 Penalty: 3032.044189
	Iteration 35Q: 3 clusters Score -1388866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1388869.375000 Penalty: 3032.044189
	Iteration 36Q: 3 clusters Score -1388869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1388878.125000 Penalty: 3032.044189
	Iteration 37Q: 3 clusters Score -1388878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1388892.500000 Penalty: 3032.044189
	Iteration 38Q: 3 clusters Score -1388892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1388895.125000 Penalty: 3032.044189
	Iteration 39Q: 3 clusters Score -1388895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1388899.000000 Penalty: 3032.044189
	Iteration 40F: 3 clusters Score -1388899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1388903.625000 Penalty: 3032.044189
	Iteration 41Q: 3 clusters Score -1388904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1388908.125000 Penalty: 3032.044189
	Iteration 42Q: 3 clusters Score -1388908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1388911.250000 Penalty: 3032.044189
	Iteration 43Q: 3 clusters Score -1388911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1388912.750000 Penalty: 3032.044189
	Iteration 44Q: 3 clusters Score -1388913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1388914.750000 Penalty: 3032.044189
	Iteration 45Q: 3 clusters Score -1388915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1388914.750000 Penalty: 3032.044189
	Iteration 46Q: 3 clusters Score -1388915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1388917.125000 Penalty: 3032.044189
	Iteration 47Q: 3 clusters Score -1388917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1388918.750000 Penalty: 3032.044189
	Iteration 48Q: 3 clusters Score -1388919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1388919.000000 Penalty: 3032.044189
	Iteration 49Q: 3 clusters Score -1388919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1388917.500000 Penalty: 3032.044189
	Iteration 50Q: 3 clusters Score -1388918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1388919.250000 Penalty: 3032.044189
	Iteration 51Q: 3 clusters Score -1388919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1388921.750000 Penalty: 3032.044189
	Iteration 52Q: 3 clusters Score -1388922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1388923.750000 Penalty: 3032.044189
	Iteration 53Q: 3 clusters Score -1388924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1388921.250000 Penalty: 3032.044189
	Iteration 54Q: 3 clusters Score -1388921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1388921.250000 Penalty: 3032.044189
	Iteration 55F: 3 clusters Score -1388921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -36734.363281 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -36734.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35853.144531 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -35853.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36072.496094 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -36072.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36178.101562 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -36178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36216.023438 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -36216.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36264.812500 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -36264.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36283.976562 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -36283.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36303.914062 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -36303.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36319.292969 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -36319.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36320.261719 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -36320.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36326.609375 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -36326.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36326.609375 Penalty: 1917.466675
	Iteration 10F: 3 clusters Score -36326.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -377313.937500 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -377313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374407.843750 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -374407.8 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -375165.718750 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -375165.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -375324.843750 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -375324.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -375414.781250 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -375414.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -375465.562500 Penalty: 2632.651123
	Iteration 4Q: 3 clusters Score -375465.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -375499.562500 Penalty: 2632.651123
	Iteration 5Q: 3 clusters Score -375499.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -375523.312500 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -375523.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -375544.187500 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -375544.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375568.781250 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -375568.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -375590.531250 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -375590.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -375602.250000 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -375602.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375615.125000 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -375615.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375625.531250 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -375625.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375636.000000 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -375636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375652.312500 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -375652.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -375669.500000 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -375669.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -375680.250000 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -375680.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -375688.531250 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -375688.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -375696.968750 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -375697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -375705.312500 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -375705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -375713.531250 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -375713.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -375720.531250 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -375720.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -375726.718750 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -375726.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -375731.968750 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -375732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -375737.125000 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -375737.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -375743.687500 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -375743.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -375748.062500 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -375748.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -375753.125000 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -375753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -375759.250000 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -375759.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375764.968750 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -375765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -375767.843750 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -375767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -375769.593750 Penalty: 2632.651123
	Iteration 31Q: 3 clusters Score -375769.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375775.000000 Penalty: 2632.651123
	Iteration 32Q: 3 clusters Score -375775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -375782.437500 Penalty: 2632.651123
	Iteration 33Q: 3 clusters Score -375782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -375788.218750 Penalty: 2632.651123
	Iteration 34Q: 3 clusters Score -375788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -375793.937500 Penalty: 2632.651123
	Iteration 35Q: 3 clusters Score -375793.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -375797.625000 Penalty: 2632.651123
	Iteration 36Q: 3 clusters Score -375797.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375805.968750 Penalty: 2632.651123
	Iteration 37Q: 3 clusters Score -375806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -375809.187500 Penalty: 2632.651123
	Iteration 38Q: 3 clusters Score -375809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -375812.437500 Penalty: 2632.651123
	Iteration 39Q: 3 clusters Score -375812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375817.343750 Penalty: 2632.651123
	Iteration 40F: 3 clusters Score -375817.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -375821.531250 Penalty: 2632.651123
	Iteration 41Q: 3 clusters Score -375821.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -375826.468750 Penalty: 2632.651123
	Iteration 42Q: 3 clusters Score -375826.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -375833.406250 Penalty: 2632.651123
	Iteration 43Q: 3 clusters Score -375833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -375837.843750 Penalty: 2632.651123
	Iteration 44Q: 3 clusters Score -375837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -375846.937500 Penalty: 2632.651123
	Iteration 45Q: 3 clusters Score -375846.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -375853.343750 Penalty: 2632.651123
	Iteration 46Q: 3 clusters Score -375853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -375863.062500 Penalty: 2632.651123
	Iteration 47Q: 3 clusters Score -375863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -375872.875000 Penalty: 2632.651123
	Iteration 48Q: 3 clusters Score -375872.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -375881.968750 Penalty: 2632.651123
	Iteration 49Q: 3 clusters Score -375882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -375884.625000 Penalty: 2632.651123
	Iteration 50Q: 3 clusters Score -375884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -375890.093750 Penalty: 2632.651123
	Iteration 51Q: 3 clusters Score -375890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -375897.687500 Penalty: 2632.651123
	Iteration 52Q: 3 clusters Score -375897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -375901.906250 Penalty: 2632.651123
	Iteration 53Q: 3 clusters Score -375901.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -375906.250000 Penalty: 2632.651123
	Iteration 54Q: 3 clusters Score -375906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -375908.375000 Penalty: 2632.651123
	Iteration 55Q: 3 clusters Score -375908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -375910.187500 Penalty: 2632.651123
	Iteration 56Q: 3 clusters Score -375910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -375912.937500 Penalty: 2632.651123
	Iteration 57Q: 3 clusters Score -375912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -375915.687500 Penalty: 2632.651123
	Iteration 58Q: 3 clusters Score -375915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -375917.562500 Penalty: 2632.651123
	Iteration 59Q: 3 clusters Score -375917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -375918.843750 Penalty: 2632.651123
	Iteration 60F: 3 clusters Score -375918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -375918.906250 Penalty: 2632.651123
	Iteration 61Q: 3 clusters Score -375918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -375919.937500 Penalty: 2632.651123
	Iteration 62Q: 3 clusters Score -375919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -375919.937500 Penalty: 2632.651123
	Iteration 63F: 3 clusters Score -375919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 19972 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 21171 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 13 contains 143145 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439810.000000 Penalty: 34291.625000
Iteration 439Q: 18 clusters Score -2.943981e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 19965 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 21176 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 13 contains 143009 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11256 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439850.000000 Penalty: 34291.625000
Iteration 440F: 18 clusters Score -2.943985e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 19959 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 13 contains 142893 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439850.000000 Penalty: 34291.625000
Iteration 441Q: 18 clusters Score -2.943985e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 19955 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 21185 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 13 contains 142772 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439906.000000 Penalty: 34291.625000
Iteration 442Q: 18 clusters Score -2.943991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 19952 members 
Mstep: Class 3 contains 12879 members 
Mstep: Class 4 contains 21182 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 13 contains 142656 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11249 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439952.000000 Penalty: 34291.625000
Iteration 443Q: 18 clusters Score -2.943995e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 19956 members 
Mstep: Class 3 contains 13009 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 3987 members 
Mstep: Class 13 contains 142541 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440026.000000 Penalty: 34291.625000
Iteration 444Q: 18 clusters Score -2.944003e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 19953 members 
Mstep: Class 3 contains 13121 members 
Mstep: Class 4 contains 21186 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 13 contains 142435 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440062.000000 Penalty: 34291.625000
Iteration 445Q: 18 clusters Score -2.944006e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 19951 members 
Mstep: Class 3 contains 13218 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6108 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 13 contains 142343 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11245 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440124.000000 Penalty: 34291.625000
Iteration 446Q: 18 clusters Score -2.944012e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 19952 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 13 contains 142258 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11242 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440098.000000 Penalty: 34291.625000
Iteration 447Q: 18 clusters Score -2.94401e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 19951 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 3934 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 13 contains 142157 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11241 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440142.000000 Penalty: 34291.625000
Iteration 448Q: 18 clusters Score -2.944014e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 19957 members 
Mstep: Class 3 contains 13527 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 13 contains 142061 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440186.000000 Penalty: 34291.625000
Iteration 449Q: 18 clusters Score -2.944019e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 19966 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3992 members 
Mstep: Class 13 contains 141972 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11238 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440222.000000 Penalty: 34291.625000
Iteration 450Q: 18 clusters Score -2.944022e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 3918 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 13 contains 141898 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11239 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440232.000000 Penalty: 34291.625000
Iteration 451Q: 18 clusters Score -2.944023e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 19982 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 21198 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3994 members 
Mstep: Class 13 contains 141824 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11239 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440224.000000 Penalty: 34291.625000
Iteration 452Q: 18 clusters Score -2.944022e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19988 members 
Mstep: Class 3 contains 13857 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 3911 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3995 members 
Mstep: Class 13 contains 141740 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440260.000000 Penalty: 34291.625000
Iteration 453Q: 18 clusters Score -2.944026e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19997 members 
Mstep: Class 3 contains 13933 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 3907 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3995 members 
Mstep: Class 13 contains 141661 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440294.000000 Penalty: 34291.625000
Iteration 454Q: 18 clusters Score -2.944029e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20006 members 
Mstep: Class 3 contains 13989 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3996 members 
Mstep: Class 13 contains 141611 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440262.000000 Penalty: 34291.625000
Iteration 455Q: 18 clusters Score -2.944026e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20009 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 13 contains 141567 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440310.000000 Penalty: 34291.625000
Iteration 456Q: 18 clusters Score -2.944031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20009 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 13 contains 141541 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440296.000000 Penalty: 34291.625000
Iteration 457Q: 18 clusters Score -2.94403e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20008 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 13 contains 141507 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440254.000000 Penalty: 34291.625000
Iteration 458Q: 18 clusters Score -2.944025e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20012 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 3999 members 
Mstep: Class 13 contains 141481 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11230 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440300.000000 Penalty: 34291.625000
Iteration 459Q: 18 clusters Score -2.94403e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20018 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 4001 members 
Mstep: Class 13 contains 141470 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440266.000000 Penalty: 34291.625000
Iteration 460F: 18 clusters Score -2.944027e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20023 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 21203 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 13 contains 141453 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11229 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440246.000000 Penalty: 34291.625000
Iteration 461Q: 18 clusters Score -2.944025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20027 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 21206 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 13 contains 141434 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440172.000000 Penalty: 34291.625000
Iteration 462Q: 18 clusters Score -2.944017e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20033 members 
Mstep: Class 3 contains 14151 members 
Mstep: Class 4 contains 21206 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 13 contains 141422 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440178.000000 Penalty: 34291.625000
Iteration 463Q: 18 clusters Score -2.944018e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20035 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 21204 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4009 members 
Mstep: Class 13 contains 141424 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440212.000000 Penalty: 34291.625000
Iteration 464Q: 18 clusters Score -2.944021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 20036 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440214.000000 Penalty: 34291.625000
Iteration 465Q: 18 clusters Score -2.944021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20038 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 13 contains 141427 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440226.000000 Penalty: 34291.625000
Iteration 466Q: 18 clusters Score -2.944023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20040 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3894 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440234.000000 Penalty: 34291.625000
Iteration 467Q: 18 clusters Score -2.944023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20044 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3892 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141434 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440206.000000 Penalty: 34291.625000
Iteration 468Q: 18 clusters Score -2.944021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20047 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141435 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440188.000000 Penalty: 34291.625000
Iteration 469Q: 18 clusters Score -2.944019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20050 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3888 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141438 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440202.000000 Penalty: 34291.625000
Iteration 470Q: 18 clusters Score -2.94402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20053 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141436 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440210.000000 Penalty: 34291.625000
Iteration 471Q: 18 clusters Score -2.944021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20055 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141437 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440180.000000 Penalty: 34291.625000
Iteration 472Q: 18 clusters Score -2.944018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20055 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141434 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440190.000000 Penalty: 34291.625000
Iteration 473Q: 18 clusters Score -2.944019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20055 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141433 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440200.000000 Penalty: 34291.625000
Iteration 474Q: 18 clusters Score -2.94402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20056 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141430 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440208.000000 Penalty: 34291.625000
Iteration 475Q: 18 clusters Score -2.944021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20057 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 21202 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440192.000000 Penalty: 34291.625000
Iteration 476Q: 18 clusters Score -2.944019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20059 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440192.000000 Penalty: 34291.625000
Iteration 477Q: 18 clusters Score -2.944019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20060 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440182.000000 Penalty: 34291.625000
Iteration 478Q: 18 clusters Score -2.944018e+07 nChanged 9
Entering ConstructFrom: 
Score: -29440182.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1187090.500000 Penalty: 1489.283203
	Iteration 0F: 2 clusters Score -1187090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1180217.375000 Penalty: 2978.566406
	Iteration 0F: 3 clusters Score -1180217 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1182380.750000 Penalty: 2978.566406
	Iteration 1F: 3 clusters Score -1182381 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1182599.875000 Penalty: 2978.566406
	Iteration 2F: 3 clusters Score -1182600 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1182769.625000 Penalty: 2978.566406
	Iteration 3Q: 3 clusters Score -1182770 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1182940.625000 Penalty: 2978.566406
	Iteration 4Q: 3 clusters Score -1182941 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1183119.625000 Penalty: 2978.566406
	Iteration 5Q: 3 clusters Score -1183120 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1183324.000000 Penalty: 2978.566406
	Iteration 6Q: 3 clusters Score -1183324 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1183570.875000 Penalty: 2978.566406
	Iteration 7Q: 3 clusters Score -1183571 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1183869.875000 Penalty: 2978.566406
	Iteration 8Q: 3 clusters Score -1183870 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1184250.875000 Penalty: 2978.566406
	Iteration 9F: 3 clusters Score -1184251 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1184634.250000 Penalty: 2978.566406
	Iteration 10F: 3 clusters Score -1184634 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1184955.875000 Penalty: 2978.566406
	Iteration 11Q: 3 clusters Score -1184956 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1185208.500000 Penalty: 2978.566406
	Iteration 12Q: 3 clusters Score -1185208 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1185373.875000 Penalty: 2978.566406
	Iteration 13Q: 3 clusters Score -1185374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1185498.000000 Penalty: 2978.566406
	Iteration 14Q: 3 clusters Score -1185498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1185587.000000 Penalty: 2978.566406
	Iteration 15Q: 3 clusters Score -1185587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1185653.750000 Penalty: 2978.566406
	Iteration 16Q: 3 clusters Score -1185654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1185698.875000 Penalty: 2978.566406
	Iteration 17Q: 3 clusters Score -1185699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1185755.250000 Penalty: 2978.566406
	Iteration 18Q: 3 clusters Score -1185755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1185775.000000 Penalty: 2978.566406
	Iteration 19Q: 3 clusters Score -1185775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1185788.000000 Penalty: 2978.566406
	Iteration 20F: 3 clusters Score -1185788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1185798.125000 Penalty: 2978.566406
	Iteration 21Q: 3 clusters Score -1185798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1185804.750000 Penalty: 2978.566406
	Iteration 22Q: 3 clusters Score -1185805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1185808.250000 Penalty: 2978.566406
	Iteration 23Q: 3 clusters Score -1185808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1185813.000000 Penalty: 2978.566406
	Iteration 24Q: 3 clusters Score -1185813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1185814.500000 Penalty: 2978.566406
	Iteration 25Q: 3 clusters Score -1185814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1185814.500000 Penalty: 2978.566406
	Iteration 26Q: 3 clusters Score -1185814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1185817.375000 Penalty: 2978.566406
	Iteration 27Q: 3 clusters Score -1185817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1185816.875000 Penalty: 2978.566406
	Iteration 28Q: 3 clusters Score -1185817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1185817.000000 Penalty: 2978.566406
	Iteration 29Q: 3 clusters Score -1185817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1185817.000000 Penalty: 2978.566406
	Iteration 30F: 3 clusters Score -1185817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Entering Unmasked Estep 
Score: -2382176.750000 Penalty: 1609.811646
	Iteration 0F: 2 clusters Score -2382177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2368565.250000 Penalty: 3219.623291
	Iteration 0F: 3 clusters Score -2368565 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2373600.750000 Penalty: 3219.623291
	Iteration 1F: 3 clusters Score -2373601 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2374004.000000 Penalty: 3219.623291
	Iteration 2F: 3 clusters Score -2374004 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2374447.500000 Penalty: 3219.623291
	Iteration 3F: 3 clusters Score -2374448 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2374919.500000 Penalty: 3219.623291
	Iteration 4F: 3 clusters Score -2374920 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2375457.500000 Penalty: 3219.623291
	Iteration 5F: 3 clusters Score -2375458 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2375969.750000 Penalty: 3219.623291
	Iteration 6F: 3 clusters Score -2375970 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2376505.250000 Penalty: 3219.623291
	Iteration 7F: 3 clusters Score -2376505 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2376988.000000 Penalty: 3219.623291
	Iteration 8Q: 3 clusters Score -2376988 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2377356.750000 Penalty: 3219.623291
	Iteration 9Q: 3 clusters Score -2377357 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2377636.750000 Penalty: 3219.623291
	Iteration 10Q: 3 clusters Score -2377637 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2377830.500000 Penalty: 3219.623291
	Iteration 11Q: 3 clusters Score -2377830 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2377936.500000 Penalty: 3219.623291
	Iteration 12Q: 3 clusters Score -2377936 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2377998.250000 Penalty: 3219.623291
	Iteration 13Q: 3 clusters Score -2377998 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2378053.000000 Penalty: 3219.623291
	Iteration 14Q: 3 clusters Score -2378053 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2378102.500000 Penalty: 3219.623291
	Iteration 15Q: 3 clusters Score -2378102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2378146.750000 Penalty: 3219.623291
	Iteration 16Q: 3 clusters Score -2378147 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2378199.500000 Penalty: 3219.623291
	Iteration 17Q: 3 clusters Score -2378200 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2378254.750000 Penalty: 3219.623291
	Iteration 18Q: 3 clusters Score -2378255 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2378335.750000 Penalty: 3219.623291
	Iteration 19Q: 3 clusters Score -2378336 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2378417.750000 Penalty: 3219.623291
	Iteration 20F: 3 clusters Score -2378418 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2378496.000000 Penalty: 3219.623291
	Iteration 21Q: 3 clusters Score -2378496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2378596.000000 Penalty: 3219.623291
	Iteration 22Q: 3 clusters Score -2378596 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2378711.750000 Penalty: 3219.623291
	Iteration 23Q: 3 clusters Score -2378712 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2378839.000000 Penalty: 3219.623291
	Iteration 24Q: 3 clusters Score -2378839 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2378957.500000 Penalty: 3219.623291
	Iteration 25Q: 3 clusters Score -2378958 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2379061.250000 Penalty: 3219.623291
	Iteration 26Q: 3 clusters Score -2379061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2379180.750000 Penalty: 3219.623291
	Iteration 27Q: 3 clusters Score -2379181 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2379283.500000 Penalty: 3219.623291
	Iteration 28Q: 3 clusters Score -2379284 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2379400.500000 Penalty: 3219.623291
	Iteration 29Q: 3 clusters Score -2379400 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2379521.750000 Penalty: 3219.623291
	Iteration 30Q: 3 clusters Score -2379522 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2379628.000000 Penalty: 3219.623291
	Iteration 31Q: 3 clusters Score -2379628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2379726.500000 Penalty: 3219.623291
	Iteration 32Q: 3 clusters Score -2379726 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2379820.250000 Penalty: 3219.623291
	Iteration 33Q: 3 clusters Score -2379820 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2379899.750000 Penalty: 3219.623291
	Iteration 34Q: 3 clusters Score -2379900 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2379965.250000 Penalty: 3219.623291
	Iteration 35Q: 3 clusters Score -2379965 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2380014.750000 Penalty: 3219.623291
	Iteration 36Q: 3 clusters Score -2380015 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2380058.750000 Penalty: 3219.623291
	Iteration 37Q: 3 clusters Score -2380059 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2380111.500000 Penalty: 3219.623291
	Iteration 38Q: 3 clusters Score -2380112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2380144.000000 Penalty: 3219.623291
	Iteration 39Q: 3 clusters Score -2380144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2380184.250000 Penalty: 3219.623291
	Iteration 40F: 3 clusters Score -2380184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2380227.000000 Penalty: 3219.623291
	Iteration 41Q: 3 clusters Score -2380227 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2380262.000000 Penalty: 3219.623291
	Iteration 42Q: 3 clusters Score -2380262 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2380304.750000 Penalty: 3219.623291
	Iteration 43Q: 3 clusters Score -2380305 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2380349.750000 Penalty: 3219.623291
	Iteration 44Q: 3 clusters Score -2380350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2380376.250000 Penalty: 3219.623291
	Iteration 45Q: 3 clusters Score -2380376 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2380417.250000 Penalty: 3219.623291
	Iteration 46Q: 3 clusters Score -2380417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2380439.500000 Penalty: 3219.623291
	Iteration 47Q: 3 clusters Score -2380440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2380476.500000 Penalty: 3219.623291
	Iteration 48Q: 3 clusters Score -2380476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2380512.750000 Penalty: 3219.623291
	Iteration 49Q: 3 clusters Score -2380513 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2380536.250000 Penalty: 3219.623291
	Iteration 50Q: 3 clusters Score -2380536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2380566.500000 Penalty: 3219.623291
	Iteration 51Q: 3 clusters Score -2380566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2380592.000000 Penalty: 3219.623291
	Iteration 52Q: 3 clusters Score -2380592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2380625.250000 Penalty: 3219.623291
	Iteration 53Q: 3 clusters Score -2380625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2380654.500000 Penalty: 3219.623291
	Iteration 54Q: 3 clusters Score -2380654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2380668.500000 Penalty: 3219.623291
	Iteration 55Q: 3 clusters Score -2380668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2380677.250000 Penalty: 3219.623291
	Iteration 56Q: 3 clusters Score -2380677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2380700.750000 Penalty: 3219.623291
	Iteration 57Q: 3 clusters Score -2380701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2380704.750000 Penalty: 3219.623291
	Iteration 58Q: 3 clusters Score -2380705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2380719.750000 Penalty: 3219.623291
	Iteration 59Q: 3 clusters Score -2380720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2380733.500000 Penalty: 3219.623291
	Iteration 60F: 3 clusters Score -2380734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2380744.250000 Penalty: 3219.623291
	Iteration 61Q: 3 clusters Score -2380744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2380759.750000 Penalty: 3219.623291
	Iteration 62Q: 3 clusters Score -2380760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2380771.250000 Penalty: 3219.623291
	Iteration 63Q: 3 clusters Score -2380771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2380774.750000 Penalty: 3219.623291
	Iteration 64Q: 3 clusters Score -2380775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2380779.500000 Penalty: 3219.623291
	Iteration 65Q: 3 clusters Score -2380780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2380788.000000 Penalty: 3219.623291
	Iteration 66Q: 3 clusters Score -2380788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2380790.500000 Penalty: 3219.623291
	Iteration 67Q: 3 clusters Score -2380790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2380791.000000 Penalty: 3219.623291
	Iteration 68Q: 3 clusters Score -2380791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2380797.500000 Penalty: 3219.623291
	Iteration 69Q: 3 clusters Score -2380798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2380803.250000 Penalty: 3219.623291
	Iteration 70Q: 3 clusters Score -2380803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2380803.500000 Penalty: 3219.623291
	Iteration 71Q: 3 clusters Score -2380804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2380813.750000 Penalty: 3219.623291
	Iteration 72Q: 3 clusters Score -2380814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2380819.000000 Penalty: 3219.623291
	Iteration 73Q: 3 clusters Score -2380819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2380829.000000 Penalty: 3219.623291
	Iteration 74Q: 3 clusters Score -2380829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2380826.500000 Penalty: 3219.623291
	Iteration 75Q: 3 clusters Score -2380826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2380843.000000 Penalty: 3219.623291
	Iteration 76Q: 3 clusters Score -2380843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2380851.500000 Penalty: 3219.623291
	Iteration 77Q: 3 clusters Score -2380852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2380854.750000 Penalty: 3219.623291
	Iteration 78Q: 3 clusters Score -2380855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2380862.250000 Penalty: 3219.623291
	Iteration 79Q: 3 clusters Score -2380862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2380864.750000 Penalty: 3219.623291
	Iteration 80F: 3 clusters Score -2380865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2380866.500000 Penalty: 3219.623291
	Iteration 81Q: 3 clusters Score -2380866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2380880.250000 Penalty: 3219.623291
	Iteration 82Q: 3 clusters Score -2380880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2380879.750000 Penalty: 3219.623291
	Iteration 83Q: 3 clusters Score -2380880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2380889.750000 Penalty: 3219.623291
	Iteration 84Q: 3 clusters Score -2380890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2380890.000000 Penalty: 3219.623291
	Iteration 85Q: 3 clusters Score -2380890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2380899.500000 Penalty: 3219.623291
	Iteration 86Q: 3 clusters Score -2380900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2380902.250000 Penalty: 3219.623291
	Iteration 87Q: 3 clusters Score -2380902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2380904.250000 Penalty: 3219.623291
	Iteration 88Q: 3 clusters Score -2380904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2380909.750000 Penalty: 3219.623291
	Iteration 89Q: 3 clusters Score -2380910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2380907.500000 Penalty: 3219.623291
	Iteration 90Q: 3 clusters Score -2380908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2380905.000000 Penalty: 3219.623291
	Iteration 91Q: 3 clusters Score -2380905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2380910.000000 Penalty: 3219.623291
	Iteration 92Q: 3 clusters Score -2380910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2380911.250000 Penalty: 3219.623291
	Iteration 93Q: 3 clusters Score -2380911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2380917.000000 Penalty: 3219.623291
	Iteration 94Q: 3 clusters Score -2380917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2380919.250000 Penalty: 3219.623291
	Iteration 95Q: 3 clusters Score -2380919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2380920.750000 Penalty: 3219.623291
	Iteration 96Q: 3 clusters Score -2380921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2380924.750000 Penalty: 3219.623291
	Iteration 97Q: 3 clusters Score -2380925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2380927.250000 Penalty: 3219.623291
	Iteration 98Q: 3 clusters Score -2380927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2380932.500000 Penalty: 3219.623291
	Iteration 99Q: 3 clusters Score -2380932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2380931.500000 Penalty: 3219.623291
	Iteration 100F: 3 clusters Score -2380932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2380934.250000 Penalty: 3219.623291
	Iteration 101Q: 3 clusters Score -2380934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2380933.750000 Penalty: 3219.623291
	Iteration 102Q: 3 clusters Score -2380934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2380937.750000 Penalty: 3219.623291
	Iteration 103Q: 3 clusters Score -2380938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2380937.000000 Penalty: 3219.623291
	Iteration 104Q: 3 clusters Score -2380937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2380939.750000 Penalty: 3219.623291
	Iteration 105Q: 3 clusters Score -2380940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2380939.000000 Penalty: 3219.623291
	Iteration 106Q: 3 clusters Score -2380939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2380947.750000 Penalty: 3219.623291
	Iteration 107Q: 3 clusters Score -2380948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2380947.000000 Penalty: 3219.623291
	Iteration 108Q: 3 clusters Score -2380947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2380945.250000 Penalty: 3219.623291
	Iteration 109Q: 3 clusters Score -2380945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2380948.250000 Penalty: 3219.623291
	Iteration 110Q: 3 clusters Score -2380948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2380950.750000 Penalty: 3219.623291
	Iteration 111Q: 3 clusters Score -2380951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2380953.500000 Penalty: 3219.623291
	Iteration 112Q: 3 clusters Score -2380954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2380958.000000 Penalty: 3219.623291
	Iteration 113Q: 3 clusters Score -2380958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2380958.000000 Penalty: 3219.623291
	Iteration 114Q: 3 clusters Score -2380958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2380956.750000 Penalty: 3219.623291
	Iteration 115Q: 3 clusters Score -2380957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2380957.250000 Penalty: 3219.623291
	Iteration 116Q: 3 clusters Score -2380957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2380961.500000 Penalty: 3219.623291
	Iteration 117Q: 3 clusters Score -2380962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2380962.000000 Penalty: 3219.623291
	Iteration 118Q: 3 clusters Score -2380962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2380964.500000 Penalty: 3219.623291
	Iteration 119Q: 3 clusters Score -2380964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2380969.750000 Penalty: 3219.623291
	Iteration 120F: 3 clusters Score -2380970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2380965.500000 Penalty: 3219.623291
	Iteration 121Q: 3 clusters Score -2380966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2380970.750000 Penalty: 3219.623291
	Iteration 122Q: 3 clusters Score -2380971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2380974.000000 Penalty: 3219.623291
	Iteration 123Q: 3 clusters Score -2380974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2380976.250000 Penalty: 3219.623291
	Iteration 124Q: 3 clusters Score -2380976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2380974.000000 Penalty: 3219.623291
	Iteration 125Q: 3 clusters Score -2380974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2380978.750000 Penalty: 3219.623291
	Iteration 126Q: 3 clusters Score -2380979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2380982.250000 Penalty: 3219.623291
	Iteration 127Q: 3 clusters Score -2380982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2380983.500000 Penalty: 3219.623291
	Iteration 128Q: 3 clusters Score -2380984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2380989.250000 Penalty: 3219.623291
	Iteration 129Q: 3 clusters Score -2380989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2380992.750000 Penalty: 3219.623291
	Iteration 130Q: 3 clusters Score -2380993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2380994.750000 Penalty: 3219.623291
	Iteration 131Q: 3 clusters Score -2380995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2380995.250000 Penalty: 3219.623291
	Iteration 132Q: 3 clusters Score -2380995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2381000.500000 Penalty: 3219.623291
	Iteration 133Q: 3 clusters Score -2381000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2380999.250000 Penalty: 3219.623291
	Iteration 134Q: 3 clusters Score -2380999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2380999.000000 Penalty: 3219.623291
	Iteration 135Q: 3 clusters Score -2380999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2380998.000000 Penalty: 3219.623291
	Iteration 136Q: 3 clusters Score -2380998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2380998.000000 Penalty: 3219.623291
	Iteration 137F: 3 clusters Score -2380998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Entering Unmasked Estep 
Score: -1778117.750000 Penalty: 1552.801514
	Iteration 0F: 2 clusters Score -1778118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1767811.500000 Penalty: 3105.603027
	Iteration 0F: 3 clusters Score -1767812 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1771188.625000 Penalty: 3105.603027
	Iteration 1F: 3 clusters Score -1771189 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1771627.375000 Penalty: 3105.603027
	Iteration 2F: 3 clusters Score -1771627 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1772088.125000 Penalty: 3105.603027
	Iteration 3F: 3 clusters Score -1772088 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1772635.125000 Penalty: 3105.603027
	Iteration 4F: 3 clusters Score -1772635 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1773266.750000 Penalty: 3105.603027
	Iteration 5F: 3 clusters Score -1773267 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1773903.500000 Penalty: 3105.603027
	Iteration 6F: 3 clusters Score -1773904 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1774529.500000 Penalty: 3105.603027
	Iteration 7F: 3 clusters Score -1774530 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1775046.875000 Penalty: 3105.603027
	Iteration 8F: 3 clusters Score -1775047 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1775481.250000 Penalty: 3105.603027
	Iteration 9Q: 3 clusters Score -1775481 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1775821.500000 Penalty: 3105.603027
	Iteration 10Q: 3 clusters Score -1775822 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1776109.375000 Penalty: 3105.603027
	Iteration 11Q: 3 clusters Score -1776109 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1776311.500000 Penalty: 3105.603027
	Iteration 12Q: 3 clusters Score -1776312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1776454.375000 Penalty: 3105.603027
	Iteration 13Q: 3 clusters Score -1776454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1776548.375000 Penalty: 3105.603027
	Iteration 14Q: 3 clusters Score -1776548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1776618.500000 Penalty: 3105.603027
	Iteration 15Q: 3 clusters Score -1776618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1776662.625000 Penalty: 3105.603027
	Iteration 16Q: 3 clusters Score -1776663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1776688.000000 Penalty: 3105.603027
	Iteration 17Q: 3 clusters Score -1776688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1776705.750000 Penalty: 3105.603027
	Iteration 18Q: 3 clusters Score -1776706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1776720.625000 Penalty: 3105.603027
	Iteration 19Q: 3 clusters Score -1776721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1776739.250000 Penalty: 3105.603027
	Iteration 20F: 3 clusters Score -1776739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1776743.125000 Penalty: 3105.603027
	Iteration 21Q: 3 clusters Score -1776743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1776751.875000 Penalty: 3105.603027
	Iteration 22Q: 3 clusters Score -1776752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1776760.375000 Penalty: 3105.603027
	Iteration 23Q: 3 clusters Score -1776760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1776766.500000 Penalty: 3105.603027
	Iteration 24Q: 3 clusters Score -1776766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1776770.500000 Penalty: 3105.603027
	Iteration 25Q: 3 clusters Score -1776770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1776771.500000 Penalty: 3105.603027
	Iteration 26Q: 3 clusters Score -1776772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1776773.500000 Penalty: 3105.603027
	Iteration 27Q: 3 clusters Score -1776774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1776775.250000 Penalty: 3105.603027
	Iteration 28Q: 3 clusters Score -1776775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1776778.625000 Penalty: 3105.603027
	Iteration 29Q: 3 clusters Score -1776779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1776778.625000 Penalty: 3105.603027
	Iteration 30F: 3 clusters Score -1776779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Entering Unmasked Estep 
Score: -2556829.250000 Penalty: 1618.777710
	Iteration 0F: 2 clusters Score -2556829 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 10539 members 
Entering Unmasked Estep 
Score: -2542371.750000 Penalty: 3237.555420
	Iteration 0F: 3 clusters Score -2542372 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2547739.000000 Penalty: 3237.555420
	Iteration 1F: 3 clusters Score -2547739 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2548150.750000 Penalty: 3237.555420
	Iteration 2F: 3 clusters Score -2548151 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2548516.250000 Penalty: 3237.555420
	Iteration 3Q: 3 clusters Score -2548516 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2548881.250000 Penalty: 3237.555420
	Iteration 4Q: 3 clusters Score -2548881 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2549302.000000 Penalty: 3237.555420
	Iteration 5Q: 3 clusters Score -2549302 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2549821.250000 Penalty: 3237.555420
	Iteration 6Q: 3 clusters Score -2549821 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2550444.000000 Penalty: 3237.555420
	Iteration 7Q: 3 clusters Score -2550444 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2551167.500000 Penalty: 3237.555420
	Iteration 8F: 3 clusters Score -2551168 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2551866.250000 Penalty: 3237.555420
	Iteration 9Q: 3 clusters Score -2551866 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2552474.500000 Penalty: 3237.555420
	Iteration 10Q: 3 clusters Score -2552474 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2552900.000000 Penalty: 3237.555420
	Iteration 11Q: 3 clusters Score -2552900 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2553197.750000 Penalty: 3237.555420
	Iteration 12Q: 3 clusters Score -2553198 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2553403.250000 Penalty: 3237.555420
	Iteration 13Q: 3 clusters Score -2553403 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2553553.250000 Penalty: 3237.555420
	Iteration 14Q: 3 clusters Score -2553553 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2553721.500000 Penalty: 3237.555420
	Iteration 15Q: 3 clusters Score -2553722 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2553895.250000 Penalty: 3237.555420
	Iteration 16Q: 3 clusters Score -2553895 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2554043.750000 Penalty: 3237.555420
	Iteration 17Q: 3 clusters Score -2554044 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2554182.000000 Penalty: 3237.555420
	Iteration 18Q: 3 clusters Score -2554182 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2554311.000000 Penalty: 3237.555420
	Iteration 19Q: 3 clusters Score -2554311 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2554433.000000 Penalty: 3237.555420
	Iteration 20F: 3 clusters Score -2554433 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2554542.000000 Penalty: 3237.555420
	Iteration 21Q: 3 clusters Score -2554542 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2554635.250000 Penalty: 3237.555420
	Iteration 22Q: 3 clusters Score -2554635 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2554725.500000 Penalty: 3237.555420
	Iteration 23Q: 3 clusters Score -2554726 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2554820.000000 Penalty: 3237.555420
	Iteration 24Q: 3 clusters Score -2554820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2554901.250000 Penalty: 3237.555420
	Iteration 25Q: 3 clusters Score -2554901 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2554988.250000 Penalty: 3237.555420
	Iteration 26Q: 3 clusters Score -2554988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2555075.500000 Penalty: 3237.555420
	Iteration 27Q: 3 clusters Score -2555076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2555147.000000 Penalty: 3237.555420
	Iteration 28Q: 3 clusters Score -2555147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2555198.250000 Penalty: 3237.555420
	Iteration 29Q: 3 clusters Score -2555198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2555254.000000 Penalty: 3237.555420
	Iteration 30Q: 3 clusters Score -2555254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2555306.500000 Penalty: 3237.555420
	Iteration 31Q: 3 clusters Score -2555306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2555346.250000 Penalty: 3237.555420
	Iteration 32Q: 3 clusters Score -2555346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2555372.750000 Penalty: 3237.555420
	Iteration 33Q: 3 clusters Score -2555373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2555392.500000 Penalty: 3237.555420
	Iteration 34Q: 3 clusters Score -2555392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2555411.000000 Penalty: 3237.555420
	Iteration 35Q: 3 clusters Score -2555411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2555436.500000 Penalty: 3237.555420
	Iteration 36Q: 3 clusters Score -2555436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2555464.000000 Penalty: 3237.555420
	Iteration 37Q: 3 clusters Score -2555464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2555474.750000 Penalty: 3237.555420
	Iteration 38Q: 3 clusters Score -2555475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2555490.750000 Penalty: 3237.555420
	Iteration 39Q: 3 clusters Score -2555491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2555505.250000 Penalty: 3237.555420
	Iteration 40F: 3 clusters Score -2555505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2555515.250000 Penalty: 3237.555420
	Iteration 41Q: 3 clusters Score -2555515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2555525.000000 Penalty: 3237.555420
	Iteration 42Q: 3 clusters Score -2555525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2555532.500000 Penalty: 3237.555420
	Iteration 43Q: 3 clusters Score -2555532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2555531.250000 Penalty: 3237.555420
	Iteration 44Q: 3 clusters Score -2555531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2555538.750000 Penalty: 3237.555420
	Iteration 45Q: 3 clusters Score -2555539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2555545.500000 Penalty: 3237.555420
	Iteration 46Q: 3 clusters Score -2555546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2555550.500000 Penalty: 3237.555420
	Iteration 47Q: 3 clusters Score -2555550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2555553.000000 Penalty: 3237.555420
	Iteration 48Q: 3 clusters Score -2555553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2555550.000000 Penalty: 3237.555420
	Iteration 49Q: 3 clusters Score -2555550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2555556.000000 Penalty: 3237.555420
	Iteration 50Q: 3 clusters Score -2555556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2555561.000000 Penalty: 3237.555420
	Iteration 51Q: 3 clusters Score -2555561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2555560.750000 Penalty: 3237.555420
	Iteration 52Q: 3 clusters Score -2555561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2555562.750000 Penalty: 3237.555420
	Iteration 53Q: 3 clusters Score -2555563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2555564.750000 Penalty: 3237.555420
	Iteration 54Q: 3 clusters Score -2555565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2555564.250000 Penalty: 3237.555420
	Iteration 55Q: 3 clusters Score -2555564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2555566.000000 Penalty: 3237.555420
	Iteration 56Q: 3 clusters Score -2555566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2555567.750000 Penalty: 3237.555420
	Iteration 57Q: 3 clusters Score -2555568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2555567.250000 Penalty: 3237.555420
	Iteration 58Q: 3 clusters Score -2555567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2555566.250000 Penalty: 3237.555420
	Iteration 59Q: 3 clusters Score -2555566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2555569.000000 Penalty: 3237.555420
	Iteration 60F: 3 clusters Score -2555569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2555568.750000 Penalty: 3237.555420
	Iteration 61Q: 3 clusters Score -2555569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2555569.000000 Penalty: 3237.555420
	Iteration 62Q: 3 clusters Score -2555569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2555569.000000 Penalty: 3237.555420
	Iteration 63F: 3 clusters Score -2555569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -607071.500000 Penalty: 1380.296021
	Iteration 0F: 2 clusters Score -607071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -603082.250000 Penalty: 2760.592041
	Iteration 0F: 3 clusters Score -603082.2 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -604122.812500 Penalty: 2760.592041
	Iteration 1F: 3 clusters Score -604122.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -604265.687500 Penalty: 2760.592041
	Iteration 2F: 3 clusters Score -604265.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -604374.625000 Penalty: 2760.592041
	Iteration 3Q: 3 clusters Score -604374.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -604477.375000 Penalty: 2760.592041
	Iteration 4Q: 3 clusters Score -604477.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -604575.312500 Penalty: 2760.592041
	Iteration 5Q: 3 clusters Score -604575.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -604681.375000 Penalty: 2760.592041
	Iteration 6Q: 3 clusters Score -604681.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -604779.000000 Penalty: 2760.592041
	Iteration 7Q: 3 clusters Score -604779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -604880.250000 Penalty: 2760.592041
	Iteration 8Q: 3 clusters Score -604880.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -604995.812500 Penalty: 2760.592041
	Iteration 9Q: 3 clusters Score -604995.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -605130.437500 Penalty: 2760.592041
	Iteration 10Q: 3 clusters Score -605130.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -605249.750000 Penalty: 2760.592041
	Iteration 11Q: 3 clusters Score -605249.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -605366.500000 Penalty: 2760.592041
	Iteration 12Q: 3 clusters Score -605366.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -605491.000000 Penalty: 2760.592041
	Iteration 13Q: 3 clusters Score -605491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -605596.562500 Penalty: 2760.592041
	Iteration 14Q: 3 clusters Score -605596.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -605672.250000 Penalty: 2760.592041
	Iteration 15Q: 3 clusters Score -605672.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -605725.625000 Penalty: 2760.592041
	Iteration 16Q: 3 clusters Score -605725.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -605754.187500 Penalty: 2760.592041
	Iteration 17Q: 3 clusters Score -605754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -605774.937500 Penalty: 2760.592041
	Iteration 18Q: 3 clusters Score -605774.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -605796.562500 Penalty: 2760.592041
	Iteration 19Q: 3 clusters Score -605796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -605823.937500 Penalty: 2760.592041
	Iteration 20F: 3 clusters Score -605823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -605838.562500 Penalty: 2760.592041
	Iteration 21Q: 3 clusters Score -605838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -605847.312500 Penalty: 2760.592041
	Iteration 22Q: 3 clusters Score -605847.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -605855.125000 Penalty: 2760.592041
	Iteration 23Q: 3 clusters Score -605855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -605867.562500 Penalty: 2760.592041
	Iteration 24Q: 3 clusters Score -605867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -605876.125000 Penalty: 2760.592041
	Iteration 25Q: 3 clusters Score -605876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -605883.437500 Penalty: 2760.592041
	Iteration 26Q: 3 clusters Score -605883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -605891.562500 Penalty: 2760.592041
	Iteration 27Q: 3 clusters Score -605891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -605892.625000 Penalty: 2760.592041
	Iteration 28Q: 3 clusters Score -605892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -605897.187500 Penalty: 2760.592041
	Iteration 29Q: 3 clusters Score -605897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -605898.125000 Penalty: 2760.592041
	Iteration 30Q: 3 clusters Score -605898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -605899.687500 Penalty: 2760.592041
	Iteration 31Q: 3 clusters Score -605899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -605900.125000 Penalty: 2760.592041
	Iteration 32Q: 3 clusters Score -605900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -605900.875000 Penalty: 2760.592041
	Iteration 33Q: 3 clusters Score -605900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -605900.875000 Penalty: 2760.592041
	Iteration 34F: 3 clusters Score -605900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15512.860352 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15512.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15541.345703 Penalty: 1515.617798
	Iteration 1Q: 3 clusters Score -15541.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15552.469727 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15552.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15552.469727 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15552.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -432170.406250 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -432170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -429173.187500 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -429173.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -429905.937500 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -429905.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -430040.500000 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -430040.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -430135.531250 Penalty: 2658.968018
	Iteration 3Q: 3 clusters Score -430135.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -430222.500000 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -430222.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -430302.031250 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -430302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -430350.062500 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -430350.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -430386.750000 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -430386.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -430417.250000 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -430417.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -430446.593750 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -430446.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -430474.156250 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -430474.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -430493.718750 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -430493.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -430516.375000 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -430516.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -430543.875000 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -430543.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -430575.375000 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -430575.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -430599.687500 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -430599.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -430621.437500 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -430621.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -430641.031250 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -430641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -430657.812500 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -430657.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -430675.250000 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -430675.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -430684.781250 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -430684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -430692.500000 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -430692.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -430702.875000 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -430702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -430713.750000 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -430713.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -430718.062500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -430718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -430722.406250 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -430722.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -430727.687500 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -430727.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -430734.312500 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -430734.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -430741.156250 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -430741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -430748.125000 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -430748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -430751.968750 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -430752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -430754.593750 Penalty: 2658.968018
	Iteration 31Q: 3 clusters Score -430754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -430755.562500 Penalty: 2658.968018
	Iteration 32Q: 3 clusters Score -430755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -430758.156250 Penalty: 2658.968018
	Iteration 33Q: 3 clusters Score -430758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -430759.937500 Penalty: 2658.968018
	Iteration 34Q: 3 clusters Score -430759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -430761.968750 Penalty: 2658.968018
	Iteration 35Q: 3 clusters Score -430762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -430764.093750 Penalty: 2658.968018
	Iteration 36Q: 3 clusters Score -430764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -430765.281250 Penalty: 2658.968018
	Iteration 37Q: 3 clusters Score -430765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -430767.750000 Penalty: 2658.968018
	Iteration 38Q: 3 clusters Score -430767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -430770.937500 Penalty: 2658.968018
	Iteration 39Q: 3 clusters Score -430770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -430773.750000 Penalty: 2658.968018
	Iteration 40F: 3 clusters Score -430773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430776.937500 Penalty: 2658.968018
	Iteration 41Q: 3 clusters Score -430776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -430778.562500 Penalty: 2658.968018
	Iteration 42Q: 3 clusters Score -430778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -430780.093750 Penalty: 2658.968018
	Iteration 43Q: 3 clusters Score -430780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -430779.656250 Penalty: 2658.968018
	Iteration 44Q: 3 clusters Score -430779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -430779.437500 Penalty: 2658.968018
	Iteration 45Q: 3 clusters Score -430779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -430780.000000 Penalty: 2658.968018
	Iteration 46Q: 3 clusters Score -430780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -430781.343750 Penalty: 2658.968018
	Iteration 47Q: 3 clusters Score -430781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -430781.343750 Penalty: 2658.968018
	Iteration 48F: 3 clusters Score -430781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -752797.875000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -752797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -748101.812500 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -748101.8 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -749444.812500 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -749444.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -749621.125000 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -749621.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -749749.375000 Penalty: 2830.415283
	Iteration 3Q: 3 clusters Score -749749.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -749860.812500 Penalty: 2830.415283
	Iteration 4Q: 3 clusters Score -749860.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -749964.062500 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -749964.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -750056.500000 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -750056.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -750156.937500 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -750156.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -750280.125000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -750280.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -750416.750000 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -750416.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -750556.000000 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -750556 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -750730.750000 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -750730.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -750880.812500 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -750880.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -751014.500000 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -751014.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -751129.875000 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -751129.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -751226.500000 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -751226.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -751310.000000 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -751310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -751389.437500 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -751389.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -751450.687500 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -751450.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -751498.312500 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -751498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -751518.687500 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -751518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -751536.062500 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -751536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -751541.187500 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -751541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -751544.062500 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -751544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -751549.312500 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -751549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -751551.125000 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -751551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -751553.937500 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -751553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -751557.187500 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -751557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -751561.062500 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -751561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -751561.062500 Penalty: 2830.415283
	Iteration 29F: 3 clusters Score -751561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -456417.937500 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -456417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453170.187500 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -453170.2 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -453978.968750 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -453979 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -454118.468750 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -454118.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -454210.250000 Penalty: 2686.085449
	Iteration 3Q: 3 clusters Score -454210.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -454286.312500 Penalty: 2686.085449
	Iteration 4Q: 3 clusters Score -454286.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454338.125000 Penalty: 2686.085449
	Iteration 5Q: 3 clusters Score -454338.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -454375.875000 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -454375.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -454413.906250 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -454413.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -454447.531250 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -454447.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -454474.937500 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -454474.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -454495.687500 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -454495.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -454513.187500 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -454513.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454532.218750 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -454532.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -454546.156250 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -454546.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -454556.812500 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -454556.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -454570.531250 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -454570.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -454585.750000 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -454585.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454597.937500 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -454597.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -454609.562500 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -454609.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -454619.593750 Penalty: 2686.085449
	Iteration 19Q: 3 clusters Score -454619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -454631.500000 Penalty: 2686.085449
	Iteration 20F: 3 clusters Score -454631.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -454653.781250 Penalty: 2686.085449
	Iteration 21Q: 3 clusters Score -454653.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -454673.968750 Penalty: 2686.085449
	Iteration 22Q: 3 clusters Score -454674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -454691.593750 Penalty: 2686.085449
	Iteration 23Q: 3 clusters Score -454691.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -454709.531250 Penalty: 2686.085449
	Iteration 24Q: 3 clusters Score -454709.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -454727.468750 Penalty: 2686.085449
	Iteration 25Q: 3 clusters Score -454727.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -454755.093750 Penalty: 2686.085449
	Iteration 26Q: 3 clusters Score -454755.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -454790.562500 Penalty: 2686.085449
	Iteration 27Q: 3 clusters Score -454790.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -454822.156250 Penalty: 2686.085449
	Iteration 28Q: 3 clusters Score -454822.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -454851.562500 Penalty: 2686.085449
	Iteration 29Q: 3 clusters Score -454851.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -454883.781250 Penalty: 2686.085449
	Iteration 30Q: 3 clusters Score -454883.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -454912.843750 Penalty: 2686.085449
	Iteration 31Q: 3 clusters Score -454912.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -454942.093750 Penalty: 2686.085449
	Iteration 32Q: 3 clusters Score -454942.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -454959.812500 Penalty: 2686.085449
	Iteration 33Q: 3 clusters Score -454959.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -454978.781250 Penalty: 2686.085449
	Iteration 34Q: 3 clusters Score -454978.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -454994.687500 Penalty: 2686.085449
	Iteration 35Q: 3 clusters Score -454994.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -455005.468750 Penalty: 2686.085449
	Iteration 36Q: 3 clusters Score -455005.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -455017.281250 Penalty: 2686.085449
	Iteration 37Q: 3 clusters Score -455017.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -455027.000000 Penalty: 2686.085449
	Iteration 38Q: 3 clusters Score -455027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -455039.406250 Penalty: 2686.085449
	Iteration 39Q: 3 clusters Score -455039.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -455051.750000 Penalty: 2686.085449
	Iteration 40F: 3 clusters Score -455051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -455063.218750 Penalty: 2686.085449
	Iteration 41Q: 3 clusters Score -455063.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -455078.062500 Penalty: 2686.085449
	Iteration 42Q: 3 clusters Score -455078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -455092.687500 Penalty: 2686.085449
	Iteration 43Q: 3 clusters Score -455092.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -455106.218750 Penalty: 2686.085449
	Iteration 44Q: 3 clusters Score -455106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -455116.156250 Penalty: 2686.085449
	Iteration 45Q: 3 clusters Score -455116.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -455127.125000 Penalty: 2686.085449
	Iteration 46Q: 3 clusters Score -455127.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -455134.468750 Penalty: 2686.085449
	Iteration 47Q: 3 clusters Score -455134.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -455143.406250 Penalty: 2686.085449
	Iteration 48Q: 3 clusters Score -455143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -455147.406250 Penalty: 2686.085449
	Iteration 49Q: 3 clusters Score -455147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -455149.750000 Penalty: 2686.085449
	Iteration 50Q: 3 clusters Score -455149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -455153.062500 Penalty: 2686.085449
	Iteration 51Q: 3 clusters Score -455153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -455157.781250 Penalty: 2686.085449
	Iteration 52Q: 3 clusters Score -455157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -455164.843750 Penalty: 2686.085449
	Iteration 53Q: 3 clusters Score -455164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -455170.187500 Penalty: 2686.085449
	Iteration 54Q: 3 clusters Score -455170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -455173.312500 Penalty: 2686.085449
	Iteration 55Q: 3 clusters Score -455173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -455175.656250 Penalty: 2686.085449
	Iteration 56Q: 3 clusters Score -455175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -455176.718750 Penalty: 2686.085449
	Iteration 57Q: 3 clusters Score -455176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -455177.156250 Penalty: 2686.085449
	Iteration 58Q: 3 clusters Score -455177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -455179.125000 Penalty: 2686.085449
	Iteration 59Q: 3 clusters Score -455179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -455178.593750 Penalty: 2686.085449
	Iteration 60F: 3 clusters Score -455178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -455179.656250 Penalty: 2686.085449
	Iteration 61Q: 3 clusters Score -455179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -455179.781250 Penalty: 2686.085449
	Iteration 62Q: 3 clusters Score -455179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -455181.968750 Penalty: 2686.085449
	Iteration 63Q: 3 clusters Score -455182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -455185.218750 Penalty: 2686.085449
	Iteration 64Q: 3 clusters Score -455185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -455189.093750 Penalty: 2686.085449
	Iteration 65Q: 3 clusters Score -455189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -455191.156250 Penalty: 2686.085449
	Iteration 66Q: 3 clusters Score -455191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -455193.750000 Penalty: 2686.085449
	Iteration 67Q: 3 clusters Score -455193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -455194.687500 Penalty: 2686.085449
	Iteration 68Q: 3 clusters Score -455194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -455195.250000 Penalty: 2686.085449
	Iteration 69Q: 3 clusters Score -455195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -455195.250000 Penalty: 2686.085449
	Iteration 70F: 3 clusters Score -455195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -173320.140625 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -173320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171539.703125 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -171539.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -171880.796875 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -171880.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -171983.796875 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -171983.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -172036.406250 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -172036.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172071.375000 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -172071.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172114.625000 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -172114.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -172157.421875 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -172157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172189.875000 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -172189.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -172223.906250 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -172223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -172248.953125 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -172249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172264.875000 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -172264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172279.218750 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -172279.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172291.171875 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -172291.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172302.484375 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -172302.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -172318.890625 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -172318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -172335.718750 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -172335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -172345.750000 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -172345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -172352.640625 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -172352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -172362.859375 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -172362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -172368.703125 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -172368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -172372.390625 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -172372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -172376.125000 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -172376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -172377.015625 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -172377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -172377.015625 Penalty: 2379.386230
	Iteration 23F: 3 clusters Score -172377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -492325.281250 Penalty: 1348.310425
	Iteration 0F: 2 clusters Score -492325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -488995.562500 Penalty: 2696.620850
	Iteration 0F: 3 clusters Score -488995.6 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -489825.093750 Penalty: 2696.620850
	Iteration 1F: 3 clusters Score -489825.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -489964.843750 Penalty: 2696.620850
	Iteration 2F: 3 clusters Score -489964.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -490054.093750 Penalty: 2696.620850
	Iteration 3Q: 3 clusters Score -490054.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -490127.531250 Penalty: 2696.620850
	Iteration 4Q: 3 clusters Score -490127.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -490191.937500 Penalty: 2696.620850
	Iteration 5Q: 3 clusters Score -490191.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -490243.531250 Penalty: 2696.620850
	Iteration 6Q: 3 clusters Score -490243.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -490289.156250 Penalty: 2696.620850
	Iteration 7Q: 3 clusters Score -490289.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -490345.750000 Penalty: 2696.620850
	Iteration 8Q: 3 clusters Score -490345.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -490420.437500 Penalty: 2696.620850
	Iteration 9Q: 3 clusters Score -490420.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -490504.562500 Penalty: 2696.620850
	Iteration 10Q: 3 clusters Score -490504.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -490597.218750 Penalty: 2696.620850
	Iteration 11Q: 3 clusters Score -490597.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -490673.500000 Penalty: 2696.620850
	Iteration 12Q: 3 clusters Score -490673.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -490751.812500 Penalty: 2696.620850
	Iteration 13Q: 3 clusters Score -490751.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -490823.531250 Penalty: 2696.620850
	Iteration 14Q: 3 clusters Score -490823.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -490890.250000 Penalty: 2696.620850
	Iteration 15Q: 3 clusters Score -490890.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -490938.343750 Penalty: 2696.620850
	Iteration 16Q: 3 clusters Score -490938.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -490978.406250 Penalty: 2696.620850
	Iteration 17Q: 3 clusters Score -490978.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -491023.625000 Penalty: 2696.620850
	Iteration 18Q: 3 clusters Score -491023.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -491064.718750 Penalty: 2696.620850
	Iteration 19Q: 3 clusters Score -491064.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -491095.250000 Penalty: 2696.620850
	Iteration 20F: 3 clusters Score -491095.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -491122.093750 Penalty: 2696.620850
	Iteration 21Q: 3 clusters Score -491122.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -491139.343750 Penalty: 2696.620850
	Iteration 22Q: 3 clusters Score -491139.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -491149.062500 Penalty: 2696.620850
	Iteration 23Q: 3 clusters Score -491149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -491163.156250 Penalty: 2696.620850
	Iteration 24Q: 3 clusters Score -491163.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -491179.062500 Penalty: 2696.620850
	Iteration 25Q: 3 clusters Score -491179.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -491190.000000 Penalty: 2696.620850
	Iteration 26Q: 3 clusters Score -491190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -491204.468750 Penalty: 2696.620850
	Iteration 27Q: 3 clusters Score -491204.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -491216.750000 Penalty: 2696.620850
	Iteration 28Q: 3 clusters Score -491216.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -491227.218750 Penalty: 2696.620850
	Iteration 29Q: 3 clusters Score -491227.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -491242.437500 Penalty: 2696.620850
	Iteration 30Q: 3 clusters Score -491242.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -491264.000000 Penalty: 2696.620850
	Iteration 31Q: 3 clusters Score -491264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -491285.625000 Penalty: 2696.620850
	Iteration 32Q: 3 clusters Score -491285.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -491307.937500 Penalty: 2696.620850
	Iteration 33Q: 3 clusters Score -491307.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -491333.000000 Penalty: 2696.620850
	Iteration 34Q: 3 clusters Score -491333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -491354.625000 Penalty: 2696.620850
	Iteration 35Q: 3 clusters Score -491354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -491377.312500 Penalty: 2696.620850
	Iteration 36Q: 3 clusters Score -491377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491388.312500 Penalty: 2696.620850
	Iteration 37Q: 3 clusters Score -491388.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -491397.437500 Penalty: 2696.620850
	Iteration 38Q: 3 clusters Score -491397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -491400.281250 Penalty: 2696.620850
	Iteration 39Q: 3 clusters Score -491400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -491403.000000 Penalty: 2696.620850
	Iteration 40F: 3 clusters Score -491403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -491402.593750 Penalty: 2696.620850
	Iteration 41Q: 3 clusters Score -491402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -491405.906250 Penalty: 2696.620850
	Iteration 42Q: 3 clusters Score -491405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -491407.437500 Penalty: 2696.620850
	Iteration 43Q: 3 clusters Score -491407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -491408.062500 Penalty: 2696.620850
	Iteration 44Q: 3 clusters Score -491408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -491408.781250 Penalty: 2696.620850
	Iteration 45Q: 3 clusters Score -491408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -491410.625000 Penalty: 2696.620850
	Iteration 46Q: 3 clusters Score -491410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -491412.062500 Penalty: 2696.620850
	Iteration 47Q: 3 clusters Score -491412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -491413.218750 Penalty: 2696.620850
	Iteration 48Q: 3 clusters Score -491413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -491413.906250 Penalty: 2696.620850
	Iteration 49Q: 3 clusters Score -491413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -491415.843750 Penalty: 2696.620850
	Iteration 50Q: 3 clusters Score -491415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -491417.312500 Penalty: 2696.620850
	Iteration 51Q: 3 clusters Score -491417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -491417.875000 Penalty: 2696.620850
	Iteration 52Q: 3 clusters Score -491417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -491417.906250 Penalty: 2696.620850
	Iteration 53Q: 3 clusters Score -491417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -491420.468750 Penalty: 2696.620850
	Iteration 54Q: 3 clusters Score -491420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -491421.968750 Penalty: 2696.620850
	Iteration 55Q: 3 clusters Score -491422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -491423.156250 Penalty: 2696.620850
	Iteration 56Q: 3 clusters Score -491423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -491423.718750 Penalty: 2696.620850
	Iteration 57Q: 3 clusters Score -491423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -491424.218750 Penalty: 2696.620850
	Iteration 58Q: 3 clusters Score -491424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -491424.093750 Penalty: 2696.620850
	Iteration 59Q: 3 clusters Score -491424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -491424.093750 Penalty: 2696.620850
	Iteration 60F: 3 clusters Score -491424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (141432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Entering Unmasked Estep 
Score: -17134844.000000 Penalty: 1927.180786
	Iteration 0F: 2 clusters Score -1.713484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -17045282.000000 Penalty: 3854.361572
	Iteration 0F: 3 clusters Score -1.704528e+07 nChanged 68232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -17085538.000000 Penalty: 3854.361572
	Iteration 1F: 3 clusters Score -1.708554e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -17087170.000000 Penalty: 3854.361572
	Iteration 2Q: 3 clusters Score -1.708717e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -17089138.000000 Penalty: 3854.361572
	Iteration 3Q: 3 clusters Score -1.708914e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -17091800.000000 Penalty: 3854.361572
	Iteration 4Q: 3 clusters Score -1.70918e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -17094816.000000 Penalty: 3854.361572
	Iteration 5F: 3 clusters Score -1.709482e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -17098256.000000 Penalty: 3854.361572
	Iteration 6F: 3 clusters Score -1.709826e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -17101686.000000 Penalty: 3854.361572
	Iteration 7F: 3 clusters Score -1.710169e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -17104578.000000 Penalty: 3854.361572
	Iteration 8Q: 3 clusters Score -1.710458e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -17106972.000000 Penalty: 3854.361572
	Iteration 9Q: 3 clusters Score -1.710697e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -17108762.000000 Penalty: 3854.361572
	Iteration 10Q: 3 clusters Score -1.710876e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -17110304.000000 Penalty: 3854.361572
	Iteration 11Q: 3 clusters Score -1.71103e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -17111722.000000 Penalty: 3854.361572
	Iteration 12Q: 3 clusters Score -1.711172e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -17112730.000000 Penalty: 3854.361572
	Iteration 13Q: 3 clusters Score -1.711273e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -17113750.000000 Penalty: 3854.361572
	Iteration 14Q: 3 clusters Score -1.711375e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -17114586.000000 Penalty: 3854.361572
	Iteration 15Q: 3 clusters Score -1.711459e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -17115244.000000 Penalty: 3854.361572
	Iteration 16Q: 3 clusters Score -1.711524e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -17115750.000000 Penalty: 3854.361572
	Iteration 17Q: 3 clusters Score -1.711575e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -17116330.000000 Penalty: 3854.361572
	Iteration 18Q: 3 clusters Score -1.711633e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -17116808.000000 Penalty: 3854.361572
	Iteration 19Q: 3 clusters Score -1.711681e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -17117314.000000 Penalty: 3854.361572
	Iteration 20F: 3 clusters Score -1.711731e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -17117694.000000 Penalty: 3854.361572
	Iteration 21Q: 3 clusters Score -1.711769e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -17117958.000000 Penalty: 3854.361572
	Iteration 22Q: 3 clusters Score -1.711796e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -17118292.000000 Penalty: 3854.361572
	Iteration 23Q: 3 clusters Score -1.711829e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -17118680.000000 Penalty: 3854.361572
	Iteration 24Q: 3 clusters Score -1.711868e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -17119100.000000 Penalty: 3854.361572
	Iteration 25Q: 3 clusters Score -1.71191e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -17119484.000000 Penalty: 3854.361572
	Iteration 26Q: 3 clusters Score -1.711948e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -17119874.000000 Penalty: 3854.361572
	Iteration 27Q: 3 clusters Score -1.711987e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -17120344.000000 Penalty: 3854.361572
	Iteration 28Q: 3 clusters Score -1.712034e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -17120756.000000 Penalty: 3854.361572
	Iteration 29Q: 3 clusters Score -1.712076e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -17121124.000000 Penalty: 3854.361572
	Iteration 30Q: 3 clusters Score -1.712112e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -17121556.000000 Penalty: 3854.361572
	Iteration 31Q: 3 clusters Score -1.712156e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -17122072.000000 Penalty: 3854.361572
	Iteration 32Q: 3 clusters Score -1.712207e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -17122548.000000 Penalty: 3854.361572
	Iteration 33Q: 3 clusters Score -1.712255e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -17122994.000000 Penalty: 3854.361572
	Iteration 34Q: 3 clusters Score -1.712299e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -17123612.000000 Penalty: 3854.361572
	Iteration 35Q: 3 clusters Score -1.712361e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -17124414.000000 Penalty: 3854.361572
	Iteration 36Q: 3 clusters Score -1.712441e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -17125288.000000 Penalty: 3854.361572
	Iteration 37Q: 3 clusters Score -1.712529e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -17126270.000000 Penalty: 3854.361572
	Iteration 38Q: 3 clusters Score -1.712627e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -17127298.000000 Penalty: 3854.361572
	Iteration 39Q: 3 clusters Score -1.71273e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -17128412.000000 Penalty: 3854.361572
	Iteration 40F: 3 clusters Score -1.712841e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -17129556.000000 Penalty: 3854.361572
	Iteration 41Q: 3 clusters Score -1.712956e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -17130598.000000 Penalty: 3854.361572
	Iteration 42Q: 3 clusters Score -1.71306e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -17131392.000000 Penalty: 3854.361572
	Iteration 43Q: 3 clusters Score -1.713139e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126334 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -17131884.000000 Penalty: 3854.361572
	Iteration 44Q: 3 clusters Score -1.713188e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -17132268.000000 Penalty: 3854.361572
	Iteration 45Q: 3 clusters Score -1.713227e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -17132548.000000 Penalty: 3854.361572
	Iteration 46Q: 3 clusters Score -1.713255e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -17132778.000000 Penalty: 3854.361572
	Iteration 47Q: 3 clusters Score -1.713278e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -17132934.000000 Penalty: 3854.361572
	Iteration 48Q: 3 clusters Score -1.713293e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -17133096.000000 Penalty: 3854.361572
	Iteration 49Q: 3 clusters Score -1.71331e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -17133086.000000 Penalty: 3854.361572
	Iteration 50Q: 3 clusters Score -1.713309e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133337 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -17133156.000000 Penalty: 3854.361572
	Iteration 51Q: 3 clusters Score -1.713316e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133772 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -17133190.000000 Penalty: 3854.361572
	Iteration 52Q: 3 clusters Score -1.713319e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -17133258.000000 Penalty: 3854.361572
	Iteration 53Q: 3 clusters Score -1.713326e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -17133322.000000 Penalty: 3854.361572
	Iteration 54Q: 3 clusters Score -1.713332e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134871 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -17133386.000000 Penalty: 3854.361572
	Iteration 55Q: 3 clusters Score -1.713339e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -17133424.000000 Penalty: 3854.361572
	Iteration 56Q: 3 clusters Score -1.713342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135390 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -17133456.000000 Penalty: 3854.361572
	Iteration 57Q: 3 clusters Score -1.713346e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -17133494.000000 Penalty: 3854.361572
	Iteration 58Q: 3 clusters Score -1.713349e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -17133522.000000 Penalty: 3854.361572
	Iteration 59Q: 3 clusters Score -1.713352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -17133572.000000 Penalty: 3854.361572
	Iteration 60F: 3 clusters Score -1.713357e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -17133620.000000 Penalty: 3854.361572
	Iteration 61Q: 3 clusters Score -1.713362e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136278 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -17133628.000000 Penalty: 3854.361572
	Iteration 62Q: 3 clusters Score -1.713363e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136406 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -17133658.000000 Penalty: 3854.361572
	Iteration 63Q: 3 clusters Score -1.713366e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -17133650.000000 Penalty: 3854.361572
	Iteration 64Q: 3 clusters Score -1.713365e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -17133640.000000 Penalty: 3854.361572
	Iteration 65Q: 3 clusters Score -1.713364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -17133654.000000 Penalty: 3854.361572
	Iteration 66Q: 3 clusters Score -1.713365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -17133672.000000 Penalty: 3854.361572
	Iteration 67Q: 3 clusters Score -1.713367e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -17133688.000000 Penalty: 3854.361572
	Iteration 68Q: 3 clusters Score -1.713369e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136987 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -17133696.000000 Penalty: 3854.361572
	Iteration 69Q: 3 clusters Score -1.71337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137043 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -17133742.000000 Penalty: 3854.361572
	Iteration 70Q: 3 clusters Score -1.713374e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -17133746.000000 Penalty: 3854.361572
	Iteration 71Q: 3 clusters Score -1.713375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -17133752.000000 Penalty: 3854.361572
	Iteration 72Q: 3 clusters Score -1.713375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -17133772.000000 Penalty: 3854.361572
	Iteration 73Q: 3 clusters Score -1.713377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137228 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -17133770.000000 Penalty: 3854.361572
	Iteration 74Q: 3 clusters Score -1.713377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137252 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -17133768.000000 Penalty: 3854.361572
	Iteration 75Q: 3 clusters Score -1.713377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137277 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -17133762.000000 Penalty: 3854.361572
	Iteration 76Q: 3 clusters Score -1.713376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137306 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -17133752.000000 Penalty: 3854.361572
	Iteration 77Q: 3 clusters Score -1.713375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -17133770.000000 Penalty: 3854.361572
	Iteration 78Q: 3 clusters Score -1.713377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -17133780.000000 Penalty: 3854.361572
	Iteration 79Q: 3 clusters Score -1.713378e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -17133774.000000 Penalty: 3854.361572
	Iteration 80F: 3 clusters Score -1.713377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -17133784.000000 Penalty: 3854.361572
	Iteration 81Q: 3 clusters Score -1.713378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -17133802.000000 Penalty: 3854.361572
	Iteration 82Q: 3 clusters Score -1.71338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -17133804.000000 Penalty: 3854.361572
	Iteration 83Q: 3 clusters Score -1.71338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -17133820.000000 Penalty: 3854.361572
	Iteration 84Q: 3 clusters Score -1.713382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -17133820.000000 Penalty: 3854.361572
	Iteration 85Q: 3 clusters Score -1.713382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137510 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -17133838.000000 Penalty: 3854.361572
	Iteration 86Q: 3 clusters Score -1.713384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -17133840.000000 Penalty: 3854.361572
	Iteration 87Q: 3 clusters Score -1.713384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -17133846.000000 Penalty: 3854.361572
	Iteration 88Q: 3 clusters Score -1.713385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137535 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -17133836.000000 Penalty: 3854.361572
	Iteration 89Q: 3 clusters Score -1.713384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -17133840.000000 Penalty: 3854.361572
	Iteration 90Q: 3 clusters Score -1.713384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -17133854.000000 Penalty: 3854.361572
	Iteration 91Q: 3 clusters Score -1.713385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -17133842.000000 Penalty: 3854.361572
	Iteration 92Q: 3 clusters Score -1.713384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137559 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -17133846.000000 Penalty: 3854.361572
	Iteration 93Q: 3 clusters Score -1.713385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -17133852.000000 Penalty: 3854.361572
	Iteration 94Q: 3 clusters Score -1.713385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 95Q: 3 clusters Score -1.713386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -17133852.000000 Penalty: 3854.361572
	Iteration 96Q: 3 clusters Score -1.713385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137567 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -17133860.000000 Penalty: 3854.361572
	Iteration 97Q: 3 clusters Score -1.713386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17133860.000000 Penalty: 3854.361572
	Iteration 98Q: 3 clusters Score -1.713386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 99Q: 3 clusters Score -1.713386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 100F: 3 clusters Score -1.713386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137573 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -17133854.000000 Penalty: 3854.361572
	Iteration 101Q: 3 clusters Score -1.713385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17133854.000000 Penalty: 3854.361572
	Iteration 102Q: 3 clusters Score -1.713385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 103Q: 3 clusters Score -1.713386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137573 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -17133858.000000 Penalty: 3854.361572
	Iteration 104Q: 3 clusters Score -1.713386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137571 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17133872.000000 Penalty: 3854.361572
	Iteration 105Q: 3 clusters Score -1.713387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -17133866.000000 Penalty: 3854.361572
	Iteration 106Q: 3 clusters Score -1.713387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -17133858.000000 Penalty: 3854.361572
	Iteration 107Q: 3 clusters Score -1.713386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137571 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 108Q: 3 clusters Score -1.713386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137572 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -17133856.000000 Penalty: 3854.361572
	Iteration 109Q: 3 clusters Score -1.713386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137573 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -17133854.000000 Penalty: 3854.361572
	Iteration 110Q: 3 clusters Score -1.713385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17133860.000000 Penalty: 3854.361572
	Iteration 111Q: 3 clusters Score -1.713386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137576 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -17133860.000000 Penalty: 3854.361572
	Iteration 112Q: 3 clusters Score -1.713386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -17133866.000000 Penalty: 3854.361572
	Iteration 113Q: 3 clusters Score -1.713387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137580 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17133870.000000 Penalty: 3854.361572
	Iteration 114Q: 3 clusters Score -1.713387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -17133862.000000 Penalty: 3854.361572
	Iteration 115Q: 3 clusters Score -1.713386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17133876.000000 Penalty: 3854.361572
	Iteration 116Q: 3 clusters Score -1.713388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137588 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -17133870.000000 Penalty: 3854.361572
	Iteration 117Q: 3 clusters Score -1.713387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17133872.000000 Penalty: 3854.361572
	Iteration 118Q: 3 clusters Score -1.713387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17133868.000000 Penalty: 3854.361572
	Iteration 119Q: 3 clusters Score -1.713387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17133868.000000 Penalty: 3854.361572
	Iteration 120F: 3 clusters Score -1.713387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 165 members 
Entering Unmasked Estep 
Score: -42246.738281 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42246.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42405.492188 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42405.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43083.167969 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43083.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43334.539062 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43334.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43463.175781 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43463.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43530.804688 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43550.402344 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43553.984375 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43553.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43553.984375 Penalty: 1866.476074
	Iteration 8F: 3 clusters Score -43553.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 141432 members 
Mstep: Class 14 contains 58 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
Score: -29439462.000000 Penalty: 36308.777344
Splitting cluster 14 changes total score from -29440182.000000 to -29439462.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46997.109375 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -46997.11 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 224 members 
Entering Unmasked Estep 
Score: -46017.378906 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -46017.38 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46167.253906 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -46167.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46220.460938 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -46220.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46233.824219 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -46233.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46233.824219 Penalty: 1976.721191
	Iteration 4F: 3 clusters Score -46233.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1386239.625000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1386240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1378299.500000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1378300 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1380846.125000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1380846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1381091.250000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1381091 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1381335.500000 Penalty: 3031.119629
	Iteration 3Q: 3 clusters Score -1381336 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1381580.875000 Penalty: 3031.119629
	Iteration 4Q: 3 clusters Score -1381581 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1381805.750000 Penalty: 3031.119629
	Iteration 5Q: 3 clusters Score -1381806 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1382002.125000 Penalty: 3031.119629
	Iteration 6Q: 3 clusters Score -1382002 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1382172.500000 Penalty: 3031.119629
	Iteration 7Q: 3 clusters Score -1382172 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1382335.375000 Penalty: 3031.119629
	Iteration 8Q: 3 clusters Score -1382335 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1382505.000000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1382505 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1382737.750000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1382738 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1383016.625000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1383017 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1383309.250000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1383309 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1383602.375000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1383602 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1383827.125000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1383827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1383975.500000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1383976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1384074.125000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1384074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1384149.000000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1384149 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1384203.500000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1384204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1384254.875000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1384255 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1384317.750000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1384318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1384382.250000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1384382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1384461.250000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1384461 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1384550.875000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1384551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1384637.625000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1384638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1384720.375000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1384720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1384789.250000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1384789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1384859.500000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1384860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1384906.250000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1384906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1384936.625000 Penalty: 3031.119629
	Iteration 29Q: 3 clusters Score -1384937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1384955.500000 Penalty: 3031.119629
	Iteration 30Q: 3 clusters Score -1384956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1384975.000000 Penalty: 3031.119629
	Iteration 31Q: 3 clusters Score -1384975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1385002.875000 Penalty: 3031.119629
	Iteration 32Q: 3 clusters Score -1385003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1385030.000000 Penalty: 3031.119629
	Iteration 33Q: 3 clusters Score -1385030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1385047.625000 Penalty: 3031.119629
	Iteration 34Q: 3 clusters Score -1385048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1385058.875000 Penalty: 3031.119629
	Iteration 35Q: 3 clusters Score -1385059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1385068.000000 Penalty: 3031.119629
	Iteration 36Q: 3 clusters Score -1385068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1385082.000000 Penalty: 3031.119629
	Iteration 37Q: 3 clusters Score -1385082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1385092.625000 Penalty: 3031.119629
	Iteration 38Q: 3 clusters Score -1385093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1385097.250000 Penalty: 3031.119629
	Iteration 39Q: 3 clusters Score -1385097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1385101.750000 Penalty: 3031.119629
	Iteration 40F: 3 clusters Score -1385102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1385103.250000 Penalty: 3031.119629
	Iteration 41Q: 3 clusters Score -1385103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1385106.875000 Penalty: 3031.119629
	Iteration 42Q: 3 clusters Score -1385107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1385106.875000 Penalty: 3031.119629
	Iteration 43Q: 3 clusters Score -1385107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1385107.500000 Penalty: 3031.119629
	Iteration 44Q: 3 clusters Score -1385108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1385113.750000 Penalty: 3031.119629
	Iteration 45Q: 3 clusters Score -1385114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1385116.125000 Penalty: 3031.119629
	Iteration 46Q: 3 clusters Score -1385116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1385117.000000 Penalty: 3031.119629
	Iteration 47Q: 3 clusters Score -1385117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1385116.125000 Penalty: 3031.119629
	Iteration 48Q: 3 clusters Score -1385116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1385118.250000 Penalty: 3031.119629
	Iteration 49Q: 3 clusters Score -1385118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1385118.250000 Penalty: 3031.119629
	Iteration 50F: 3 clusters Score -1385118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -36734.363281 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -36734.36 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 175 members 
Entering Unmasked Estep 
Score: -35868.628906 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -35868.63 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36071.460938 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -36071.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36124.507812 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -36124.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36140.816406 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -36140.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36148.906250 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -36148.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36159.921875 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -36159.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36167.601562 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -36167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36169.519531 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -36169.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36169.519531 Penalty: 1917.466675
	Iteration 8F: 3 clusters Score -36169.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -375489.375000 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -375489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -372609.468750 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -372609.5 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -373358.062500 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -373358.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -373482.125000 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -373482.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -373556.312500 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -373556.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -373623.062500 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -373623.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -373665.812500 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -373665.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -373704.187500 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -373704.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -373741.718750 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -373741.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -373779.437500 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -373779.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373812.125000 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -373812.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -373842.312500 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -373842.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -373870.593750 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -373870.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -373901.500000 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -373901.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -373930.375000 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -373930.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -373952.375000 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -373952.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -373982.125000 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -373982.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -374010.031250 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -374010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -374039.687500 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -374039.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -374068.468750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -374068.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -374093.000000 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -374093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -374117.437500 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -374117.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -374142.875000 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -374142.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -374167.843750 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -374167.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -374188.468750 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -374188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -374203.156250 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -374203.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -374217.406250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -374217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -374228.781250 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -374228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -374238.562500 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -374238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -374248.875000 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -374248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -374256.906250 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -374256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -374262.000000 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -374262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -374266.375000 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -374266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -374270.593750 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -374270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -374274.218750 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -374274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -374275.500000 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -374275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -374277.093750 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -374277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -374280.156250 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -374280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -374281.406250 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -374281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -374282.656250 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -374282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -374286.250000 Penalty: 2631.069336
	Iteration 39Q: 3 clusters Score -374286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -374287.250000 Penalty: 2631.069336
	Iteration 40F: 3 clusters Score -374287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -374289.281250 Penalty: 2631.069336
	Iteration 41Q: 3 clusters Score -374289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -374292.281250 Penalty: 2631.069336
	Iteration 42Q: 3 clusters Score -374292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -374293.593750 Penalty: 2631.069336
	Iteration 43Q: 3 clusters Score -374293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -374295.500000 Penalty: 2631.069336
	Iteration 44Q: 3 clusters Score -374295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -374299.156250 Penalty: 2631.069336
	Iteration 45Q: 3 clusters Score -374299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -374300.062500 Penalty: 2631.069336
	Iteration 46Q: 3 clusters Score -374300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -374302.125000 Penalty: 2631.069336
	Iteration 47Q: 3 clusters Score -374302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -374303.156250 Penalty: 2631.069336
	Iteration 48Q: 3 clusters Score -374303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -374303.343750 Penalty: 2631.069336
	Iteration 49Q: 3 clusters Score -374303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -374304.250000 Penalty: 2631.069336
	Iteration 50Q: 3 clusters Score -374304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -374304.625000 Penalty: 2631.069336
	Iteration 51Q: 3 clusters Score -374304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -374304.625000 Penalty: 2631.069336
	Iteration 52F: 3 clusters Score -374304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141432 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440172.000000 Penalty: 34291.625000
Iteration 479Q: 18 clusters Score -2.944017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141431 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440186.000000 Penalty: 34291.625000
Iteration 480F: 18 clusters Score -2.944019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141433 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440178.000000 Penalty: 34291.625000
Iteration 481Q: 18 clusters Score -2.944018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141433 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440182.000000 Penalty: 34291.625000
Iteration 482Q: 18 clusters Score -2.944018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141434 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440166.000000 Penalty: 34291.625000
Iteration 483Q: 18 clusters Score -2.944017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141435 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440172.000000 Penalty: 34291.625000
Iteration 484Q: 18 clusters Score -2.944017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141436 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440172.000000 Penalty: 34291.625000
Iteration 485Q: 18 clusters Score -2.944017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20061 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141438 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440176.000000 Penalty: 34291.625000
Iteration 486Q: 18 clusters Score -2.944018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141439 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440176.000000 Penalty: 34291.625000
Iteration 487Q: 18 clusters Score -2.944018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141441 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440188.000000 Penalty: 34291.625000
Iteration 488Q: 18 clusters Score -2.944019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141442 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440184.000000 Penalty: 34291.625000
Iteration 489Q: 18 clusters Score -2.944018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141442 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440186.000000 Penalty: 34291.625000
Iteration 490Q: 18 clusters Score -2.944019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141443 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440186.000000 Penalty: 34291.625000
Iteration 491Q: 18 clusters Score -2.944019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141443 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440200.000000 Penalty: 34291.625000
Iteration 492Q: 18 clusters Score -2.94402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 141443 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440200.000000 Penalty: 34291.625000
Iteration 493F: 18 clusters Score -2.94402e+07 nChanged 0
Entering ConstructFrom: 
Score: -29440200.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1187090.500000 Penalty: 1489.283203
	Iteration 0F: 2 clusters Score -1187090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1180142.750000 Penalty: 2978.566406
	Iteration 0F: 3 clusters Score -1180143 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1182276.250000 Penalty: 2978.566406
	Iteration 1F: 3 clusters Score -1182276 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1182509.125000 Penalty: 2978.566406
	Iteration 2F: 3 clusters Score -1182509 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1182706.875000 Penalty: 2978.566406
	Iteration 3F: 3 clusters Score -1182707 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1182887.625000 Penalty: 2978.566406
	Iteration 4Q: 3 clusters Score -1182888 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1183070.250000 Penalty: 2978.566406
	Iteration 5Q: 3 clusters Score -1183070 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1183266.500000 Penalty: 2978.566406
	Iteration 6Q: 3 clusters Score -1183266 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1183489.375000 Penalty: 2978.566406
	Iteration 7Q: 3 clusters Score -1183489 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1183782.250000 Penalty: 2978.566406
	Iteration 8Q: 3 clusters Score -1183782 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1184091.625000 Penalty: 2978.566406
	Iteration 9Q: 3 clusters Score -1184092 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1184425.375000 Penalty: 2978.566406
	Iteration 10Q: 3 clusters Score -1184425 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1184742.750000 Penalty: 2978.566406
	Iteration 11Q: 3 clusters Score -1184743 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1185038.500000 Penalty: 2978.566406
	Iteration 12Q: 3 clusters Score -1185038 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1185254.250000 Penalty: 2978.566406
	Iteration 13Q: 3 clusters Score -1185254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1185426.875000 Penalty: 2978.566406
	Iteration 14Q: 3 clusters Score -1185427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1185562.875000 Penalty: 2978.566406
	Iteration 15Q: 3 clusters Score -1185563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1185629.500000 Penalty: 2978.566406
	Iteration 16Q: 3 clusters Score -1185630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1185667.875000 Penalty: 2978.566406
	Iteration 17Q: 3 clusters Score -1185668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1185704.875000 Penalty: 2978.566406
	Iteration 18Q: 3 clusters Score -1185705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1185722.375000 Penalty: 2978.566406
	Iteration 19Q: 3 clusters Score -1185722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1185731.750000 Penalty: 2978.566406
	Iteration 20F: 3 clusters Score -1185732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1185739.125000 Penalty: 2978.566406
	Iteration 21Q: 3 clusters Score -1185739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1185749.375000 Penalty: 2978.566406
	Iteration 22Q: 3 clusters Score -1185749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1185752.750000 Penalty: 2978.566406
	Iteration 23Q: 3 clusters Score -1185753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1185755.750000 Penalty: 2978.566406
	Iteration 24Q: 3 clusters Score -1185756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1185759.875000 Penalty: 2978.566406
	Iteration 25Q: 3 clusters Score -1185760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1185763.750000 Penalty: 2978.566406
	Iteration 26Q: 3 clusters Score -1185764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1185769.625000 Penalty: 2978.566406
	Iteration 27Q: 3 clusters Score -1185770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1185769.125000 Penalty: 2978.566406
	Iteration 28Q: 3 clusters Score -1185769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1185770.750000 Penalty: 2978.566406
	Iteration 29Q: 3 clusters Score -1185771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1185771.125000 Penalty: 2978.566406
	Iteration 30Q: 3 clusters Score -1185771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1185769.875000 Penalty: 2978.566406
	Iteration 31Q: 3 clusters Score -1185770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1185770.000000 Penalty: 2978.566406
	Iteration 32Q: 3 clusters Score -1185770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1185771.250000 Penalty: 2978.566406
	Iteration 33Q: 3 clusters Score -1185771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1185772.000000 Penalty: 2978.566406
	Iteration 34Q: 3 clusters Score -1185772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1185772.000000 Penalty: 2978.566406
	Iteration 35F: 3 clusters Score -1185772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Entering Unmasked Estep 
Score: -2382299.500000 Penalty: 1609.819702
	Iteration 0F: 2 clusters Score -2382300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2368618.750000 Penalty: 3219.639404
	Iteration 0F: 3 clusters Score -2368619 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2373581.750000 Penalty: 3219.639404
	Iteration 1F: 3 clusters Score -2373582 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2374097.500000 Penalty: 3219.639404
	Iteration 2F: 3 clusters Score -2374098 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2374583.750000 Penalty: 3219.639404
	Iteration 3F: 3 clusters Score -2374584 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2375066.250000 Penalty: 3219.639404
	Iteration 4F: 3 clusters Score -2375066 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2375483.750000 Penalty: 3219.639404
	Iteration 5Q: 3 clusters Score -2375484 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2375805.500000 Penalty: 3219.639404
	Iteration 6Q: 3 clusters Score -2375806 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2376106.750000 Penalty: 3219.639404
	Iteration 7Q: 3 clusters Score -2376107 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2376374.250000 Penalty: 3219.639404
	Iteration 8Q: 3 clusters Score -2376374 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2376642.000000 Penalty: 3219.639404
	Iteration 9Q: 3 clusters Score -2376642 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2376978.750000 Penalty: 3219.639404
	Iteration 10Q: 3 clusters Score -2376979 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2377403.000000 Penalty: 3219.639404
	Iteration 11Q: 3 clusters Score -2377403 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2377878.000000 Penalty: 3219.639404
	Iteration 12Q: 3 clusters Score -2377878 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2378343.500000 Penalty: 3219.639404
	Iteration 13Q: 3 clusters Score -2378344 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2378746.750000 Penalty: 3219.639404
	Iteration 14Q: 3 clusters Score -2378747 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2379069.500000 Penalty: 3219.639404
	Iteration 15Q: 3 clusters Score -2379070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2379309.000000 Penalty: 3219.639404
	Iteration 16Q: 3 clusters Score -2379309 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2379484.000000 Penalty: 3219.639404
	Iteration 17Q: 3 clusters Score -2379484 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2379645.500000 Penalty: 3219.639404
	Iteration 18Q: 3 clusters Score -2379646 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2379778.500000 Penalty: 3219.639404
	Iteration 19Q: 3 clusters Score -2379778 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2379906.250000 Penalty: 3219.639404
	Iteration 20F: 3 clusters Score -2379906 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2380042.000000 Penalty: 3219.639404
	Iteration 21Q: 3 clusters Score -2380042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2380166.500000 Penalty: 3219.639404
	Iteration 22Q: 3 clusters Score -2380166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2380282.750000 Penalty: 3219.639404
	Iteration 23Q: 3 clusters Score -2380283 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2380376.750000 Penalty: 3219.639404
	Iteration 24Q: 3 clusters Score -2380377 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2380458.750000 Penalty: 3219.639404
	Iteration 25Q: 3 clusters Score -2380459 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2380524.750000 Penalty: 3219.639404
	Iteration 26Q: 3 clusters Score -2380525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2380568.250000 Penalty: 3219.639404
	Iteration 27Q: 3 clusters Score -2380568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2380605.000000 Penalty: 3219.639404
	Iteration 28Q: 3 clusters Score -2380605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2380647.500000 Penalty: 3219.639404
	Iteration 29Q: 3 clusters Score -2380648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2380668.750000 Penalty: 3219.639404
	Iteration 30Q: 3 clusters Score -2380669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2380693.750000 Penalty: 3219.639404
	Iteration 31Q: 3 clusters Score -2380694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2380712.750000 Penalty: 3219.639404
	Iteration 32Q: 3 clusters Score -2380713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2380727.500000 Penalty: 3219.639404
	Iteration 33Q: 3 clusters Score -2380728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2380751.000000 Penalty: 3219.639404
	Iteration 34Q: 3 clusters Score -2380751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2380783.250000 Penalty: 3219.639404
	Iteration 35Q: 3 clusters Score -2380783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2380792.250000 Penalty: 3219.639404
	Iteration 36Q: 3 clusters Score -2380792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2380803.250000 Penalty: 3219.639404
	Iteration 37Q: 3 clusters Score -2380803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2380809.000000 Penalty: 3219.639404
	Iteration 38Q: 3 clusters Score -2380809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2380826.250000 Penalty: 3219.639404
	Iteration 39Q: 3 clusters Score -2380826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2380834.750000 Penalty: 3219.639404
	Iteration 40F: 3 clusters Score -2380835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2380845.250000 Penalty: 3219.639404
	Iteration 41Q: 3 clusters Score -2380845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2380852.000000 Penalty: 3219.639404
	Iteration 42Q: 3 clusters Score -2380852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2380864.500000 Penalty: 3219.639404
	Iteration 43Q: 3 clusters Score -2380864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2380866.250000 Penalty: 3219.639404
	Iteration 44Q: 3 clusters Score -2380866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2380873.750000 Penalty: 3219.639404
	Iteration 45Q: 3 clusters Score -2380874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2380877.000000 Penalty: 3219.639404
	Iteration 46Q: 3 clusters Score -2380877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2380878.000000 Penalty: 3219.639404
	Iteration 47Q: 3 clusters Score -2380878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2380884.250000 Penalty: 3219.639404
	Iteration 48Q: 3 clusters Score -2380884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2380884.000000 Penalty: 3219.639404
	Iteration 49Q: 3 clusters Score -2380884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2380884.750000 Penalty: 3219.639404
	Iteration 50Q: 3 clusters Score -2380885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2380889.500000 Penalty: 3219.639404
	Iteration 51Q: 3 clusters Score -2380890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2380889.750000 Penalty: 3219.639404
	Iteration 52Q: 3 clusters Score -2380890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2380895.750000 Penalty: 3219.639404
	Iteration 53Q: 3 clusters Score -2380896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2380901.250000 Penalty: 3219.639404
	Iteration 54Q: 3 clusters Score -2380901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2380902.750000 Penalty: 3219.639404
	Iteration 55Q: 3 clusters Score -2380903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2380907.250000 Penalty: 3219.639404
	Iteration 56Q: 3 clusters Score -2380907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2380905.750000 Penalty: 3219.639404
	Iteration 57Q: 3 clusters Score -2380906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2380908.750000 Penalty: 3219.639404
	Iteration 58Q: 3 clusters Score -2380909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2380913.500000 Penalty: 3219.639404
	Iteration 59Q: 3 clusters Score -2380914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2380911.500000 Penalty: 3219.639404
	Iteration 60F: 3 clusters Score -2380912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2380913.500000 Penalty: 3219.639404
	Iteration 61Q: 3 clusters Score -2380914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2380916.250000 Penalty: 3219.639404
	Iteration 62Q: 3 clusters Score -2380916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2380914.750000 Penalty: 3219.639404
	Iteration 63Q: 3 clusters Score -2380915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2380915.750000 Penalty: 3219.639404
	Iteration 64Q: 3 clusters Score -2380916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2380916.500000 Penalty: 3219.639404
	Iteration 65Q: 3 clusters Score -2380916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2380916.500000 Penalty: 3219.639404
	Iteration 66F: 3 clusters Score -2380916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Entering Unmasked Estep 
Score: -1777191.750000 Penalty: 1552.721069
	Iteration 0F: 2 clusters Score -1777192 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 7010 members 
Entering Unmasked Estep 
Score: -1766993.750000 Penalty: 3105.442139
	Iteration 0F: 3 clusters Score -1766994 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1770162.500000 Penalty: 3105.442139
	Iteration 1F: 3 clusters Score -1770162 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1770393.750000 Penalty: 3105.442139
	Iteration 2F: 3 clusters Score -1770394 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1770573.625000 Penalty: 3105.442139
	Iteration 3Q: 3 clusters Score -1770574 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1770723.625000 Penalty: 3105.442139
	Iteration 4Q: 3 clusters Score -1770724 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1770846.250000 Penalty: 3105.442139
	Iteration 5Q: 3 clusters Score -1770846 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1770994.750000 Penalty: 3105.442139
	Iteration 6Q: 3 clusters Score -1770995 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1771176.875000 Penalty: 3105.442139
	Iteration 7Q: 3 clusters Score -1771177 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1771433.125000 Penalty: 3105.442139
	Iteration 8Q: 3 clusters Score -1771433 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1771733.000000 Penalty: 3105.442139
	Iteration 9Q: 3 clusters Score -1771733 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1772172.375000 Penalty: 3105.442139
	Iteration 10Q: 3 clusters Score -1772172 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1772679.500000 Penalty: 3105.442139
	Iteration 11Q: 3 clusters Score -1772680 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1773254.875000 Penalty: 3105.442139
	Iteration 12Q: 3 clusters Score -1773255 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1773782.500000 Penalty: 3105.442139
	Iteration 13Q: 3 clusters Score -1773782 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1774185.250000 Penalty: 3105.442139
	Iteration 14Q: 3 clusters Score -1774185 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1774443.625000 Penalty: 3105.442139
	Iteration 15Q: 3 clusters Score -1774444 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1774639.500000 Penalty: 3105.442139
	Iteration 16Q: 3 clusters Score -1774640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1774783.750000 Penalty: 3105.442139
	Iteration 17Q: 3 clusters Score -1774784 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1774917.125000 Penalty: 3105.442139
	Iteration 18Q: 3 clusters Score -1774917 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1775040.250000 Penalty: 3105.442139
	Iteration 19Q: 3 clusters Score -1775040 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1775145.625000 Penalty: 3105.442139
	Iteration 20F: 3 clusters Score -1775146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1775240.500000 Penalty: 3105.442139
	Iteration 21Q: 3 clusters Score -1775240 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1775329.750000 Penalty: 3105.442139
	Iteration 22Q: 3 clusters Score -1775330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1775408.375000 Penalty: 3105.442139
	Iteration 23Q: 3 clusters Score -1775408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1775462.250000 Penalty: 3105.442139
	Iteration 24Q: 3 clusters Score -1775462 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1775512.875000 Penalty: 3105.442139
	Iteration 25Q: 3 clusters Score -1775513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1775564.500000 Penalty: 3105.442139
	Iteration 26Q: 3 clusters Score -1775564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1775614.625000 Penalty: 3105.442139
	Iteration 27Q: 3 clusters Score -1775615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1775665.750000 Penalty: 3105.442139
	Iteration 28Q: 3 clusters Score -1775666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1775707.000000 Penalty: 3105.442139
	Iteration 29Q: 3 clusters Score -1775707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1775736.125000 Penalty: 3105.442139
	Iteration 30Q: 3 clusters Score -1775736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1775756.125000 Penalty: 3105.442139
	Iteration 31Q: 3 clusters Score -1775756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1775785.625000 Penalty: 3105.442139
	Iteration 32Q: 3 clusters Score -1775786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1775811.250000 Penalty: 3105.442139
	Iteration 33Q: 3 clusters Score -1775811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1775840.875000 Penalty: 3105.442139
	Iteration 34Q: 3 clusters Score -1775841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1775871.000000 Penalty: 3105.442139
	Iteration 35Q: 3 clusters Score -1775871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1775886.250000 Penalty: 3105.442139
	Iteration 36Q: 3 clusters Score -1775886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1775906.750000 Penalty: 3105.442139
	Iteration 37Q: 3 clusters Score -1775907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1775930.000000 Penalty: 3105.442139
	Iteration 38Q: 3 clusters Score -1775930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1775951.250000 Penalty: 3105.442139
	Iteration 39Q: 3 clusters Score -1775951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1775960.875000 Penalty: 3105.442139
	Iteration 40F: 3 clusters Score -1775961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1775973.750000 Penalty: 3105.442139
	Iteration 41Q: 3 clusters Score -1775974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1775983.500000 Penalty: 3105.442139
	Iteration 42Q: 3 clusters Score -1775984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1775997.500000 Penalty: 3105.442139
	Iteration 43Q: 3 clusters Score -1775998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1776012.375000 Penalty: 3105.442139
	Iteration 44Q: 3 clusters Score -1776012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1776020.500000 Penalty: 3105.442139
	Iteration 45Q: 3 clusters Score -1776020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1776029.875000 Penalty: 3105.442139
	Iteration 46Q: 3 clusters Score -1776030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1776044.875000 Penalty: 3105.442139
	Iteration 47Q: 3 clusters Score -1776045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1776049.125000 Penalty: 3105.442139
	Iteration 48Q: 3 clusters Score -1776049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1776051.000000 Penalty: 3105.442139
	Iteration 49Q: 3 clusters Score -1776051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1776057.000000 Penalty: 3105.442139
	Iteration 50Q: 3 clusters Score -1776057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1776057.000000 Penalty: 3105.442139
	Iteration 51Q: 3 clusters Score -1776057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1776057.000000 Penalty: 3105.442139
	Iteration 52F: 3 clusters Score -1776057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Entering Unmasked Estep 
Score: -2556356.500000 Penalty: 1618.747070
	Iteration 0F: 2 clusters Score -2556356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2541891.500000 Penalty: 3237.494141
	Iteration 0F: 3 clusters Score -2541892 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2547090.000000 Penalty: 3237.494141
	Iteration 1F: 3 clusters Score -2547090 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2547485.750000 Penalty: 3237.494141
	Iteration 2F: 3 clusters Score -2547486 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2547879.750000 Penalty: 3237.494141
	Iteration 3Q: 3 clusters Score -2547880 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2548326.000000 Penalty: 3237.494141
	Iteration 4Q: 3 clusters Score -2548326 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2548819.250000 Penalty: 3237.494141
	Iteration 5Q: 3 clusters Score -2548819 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2549355.250000 Penalty: 3237.494141
	Iteration 6F: 3 clusters Score -2549355 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2549937.500000 Penalty: 3237.494141
	Iteration 7Q: 3 clusters Score -2549938 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2550567.250000 Penalty: 3237.494141
	Iteration 8F: 3 clusters Score -2550567 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2551236.750000 Penalty: 3237.494141
	Iteration 9Q: 3 clusters Score -2551237 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2551852.000000 Penalty: 3237.494141
	Iteration 10Q: 3 clusters Score -2551852 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2552373.750000 Penalty: 3237.494141
	Iteration 11Q: 3 clusters Score -2552374 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2552767.250000 Penalty: 3237.494141
	Iteration 12Q: 3 clusters Score -2552767 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2553052.750000 Penalty: 3237.494141
	Iteration 13Q: 3 clusters Score -2553053 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2553232.250000 Penalty: 3237.494141
	Iteration 14Q: 3 clusters Score -2553232 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2553374.500000 Penalty: 3237.494141
	Iteration 15Q: 3 clusters Score -2553374 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2553470.750000 Penalty: 3237.494141
	Iteration 16Q: 3 clusters Score -2553471 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2553568.250000 Penalty: 3237.494141
	Iteration 17Q: 3 clusters Score -2553568 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2553659.250000 Penalty: 3237.494141
	Iteration 18Q: 3 clusters Score -2553659 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2553725.000000 Penalty: 3237.494141
	Iteration 19Q: 3 clusters Score -2553725 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2553802.750000 Penalty: 3237.494141
	Iteration 20F: 3 clusters Score -2553803 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2553849.000000 Penalty: 3237.494141
	Iteration 21Q: 3 clusters Score -2553849 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2553884.000000 Penalty: 3237.494141
	Iteration 22Q: 3 clusters Score -2553884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2553928.250000 Penalty: 3237.494141
	Iteration 23Q: 3 clusters Score -2553928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2553957.500000 Penalty: 3237.494141
	Iteration 24Q: 3 clusters Score -2553958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2553979.250000 Penalty: 3237.494141
	Iteration 25Q: 3 clusters Score -2553979 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2554004.750000 Penalty: 3237.494141
	Iteration 26Q: 3 clusters Score -2554005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2554021.000000 Penalty: 3237.494141
	Iteration 27Q: 3 clusters Score -2554021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2554047.750000 Penalty: 3237.494141
	Iteration 28Q: 3 clusters Score -2554048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2554077.250000 Penalty: 3237.494141
	Iteration 29Q: 3 clusters Score -2554077 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2554096.750000 Penalty: 3237.494141
	Iteration 30Q: 3 clusters Score -2554097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2554108.250000 Penalty: 3237.494141
	Iteration 31Q: 3 clusters Score -2554108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2554130.000000 Penalty: 3237.494141
	Iteration 32Q: 3 clusters Score -2554130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2554152.500000 Penalty: 3237.494141
	Iteration 33Q: 3 clusters Score -2554152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2554171.250000 Penalty: 3237.494141
	Iteration 34Q: 3 clusters Score -2554171 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2554186.250000 Penalty: 3237.494141
	Iteration 35Q: 3 clusters Score -2554186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2554200.750000 Penalty: 3237.494141
	Iteration 36Q: 3 clusters Score -2554201 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2554211.250000 Penalty: 3237.494141
	Iteration 37Q: 3 clusters Score -2554211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2554230.250000 Penalty: 3237.494141
	Iteration 38Q: 3 clusters Score -2554230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2554234.750000 Penalty: 3237.494141
	Iteration 39Q: 3 clusters Score -2554235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2554250.250000 Penalty: 3237.494141
	Iteration 40F: 3 clusters Score -2554250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2554266.000000 Penalty: 3237.494141
	Iteration 41Q: 3 clusters Score -2554266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2554285.750000 Penalty: 3237.494141
	Iteration 42Q: 3 clusters Score -2554286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2554304.000000 Penalty: 3237.494141
	Iteration 43Q: 3 clusters Score -2554304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2554317.250000 Penalty: 3237.494141
	Iteration 44Q: 3 clusters Score -2554317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2554338.250000 Penalty: 3237.494141
	Iteration 45Q: 3 clusters Score -2554338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2554368.250000 Penalty: 3237.494141
	Iteration 46Q: 3 clusters Score -2554368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2554385.750000 Penalty: 3237.494141
	Iteration 47Q: 3 clusters Score -2554386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2554420.500000 Penalty: 3237.494141
	Iteration 48Q: 3 clusters Score -2554420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2554442.500000 Penalty: 3237.494141
	Iteration 49Q: 3 clusters Score -2554442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2554476.500000 Penalty: 3237.494141
	Iteration 50Q: 3 clusters Score -2554476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2554488.500000 Penalty: 3237.494141
	Iteration 51Q: 3 clusters Score -2554488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2554514.250000 Penalty: 3237.494141
	Iteration 52Q: 3 clusters Score -2554514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2554524.750000 Penalty: 3237.494141
	Iteration 53Q: 3 clusters Score -2554525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2554542.500000 Penalty: 3237.494141
	Iteration 54Q: 3 clusters Score -2554542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2554546.000000 Penalty: 3237.494141
	Iteration 55Q: 3 clusters Score -2554546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2554556.000000 Penalty: 3237.494141
	Iteration 56Q: 3 clusters Score -2554556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2554565.250000 Penalty: 3237.494141
	Iteration 57Q: 3 clusters Score -2554565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2554566.250000 Penalty: 3237.494141
	Iteration 58Q: 3 clusters Score -2554566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2554571.250000 Penalty: 3237.494141
	Iteration 59Q: 3 clusters Score -2554571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2554586.500000 Penalty: 3237.494141
	Iteration 60F: 3 clusters Score -2554586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2554589.250000 Penalty: 3237.494141
	Iteration 61Q: 3 clusters Score -2554589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2554596.500000 Penalty: 3237.494141
	Iteration 62Q: 3 clusters Score -2554596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2554597.500000 Penalty: 3237.494141
	Iteration 63Q: 3 clusters Score -2554598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2554602.250000 Penalty: 3237.494141
	Iteration 64Q: 3 clusters Score -2554602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2554614.000000 Penalty: 3237.494141
	Iteration 65Q: 3 clusters Score -2554614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2554616.750000 Penalty: 3237.494141
	Iteration 66Q: 3 clusters Score -2554617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2554617.750000 Penalty: 3237.494141
	Iteration 67Q: 3 clusters Score -2554618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2554626.500000 Penalty: 3237.494141
	Iteration 68Q: 3 clusters Score -2554626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2554622.500000 Penalty: 3237.494141
	Iteration 69Q: 3 clusters Score -2554622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2554627.500000 Penalty: 3237.494141
	Iteration 70Q: 3 clusters Score -2554628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2554628.500000 Penalty: 3237.494141
	Iteration 71Q: 3 clusters Score -2554628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2554635.250000 Penalty: 3237.494141
	Iteration 72Q: 3 clusters Score -2554635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2554631.500000 Penalty: 3237.494141
	Iteration 73Q: 3 clusters Score -2554632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2554636.250000 Penalty: 3237.494141
	Iteration 74Q: 3 clusters Score -2554636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2554642.750000 Penalty: 3237.494141
	Iteration 75Q: 3 clusters Score -2554643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2554649.500000 Penalty: 3237.494141
	Iteration 76Q: 3 clusters Score -2554650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2554656.250000 Penalty: 3237.494141
	Iteration 77Q: 3 clusters Score -2554656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2554664.750000 Penalty: 3237.494141
	Iteration 78Q: 3 clusters Score -2554665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2554665.750000 Penalty: 3237.494141
	Iteration 79Q: 3 clusters Score -2554666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2554670.000000 Penalty: 3237.494141
	Iteration 80F: 3 clusters Score -2554670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2554673.500000 Penalty: 3237.494141
	Iteration 81Q: 3 clusters Score -2554674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2554679.000000 Penalty: 3237.494141
	Iteration 82Q: 3 clusters Score -2554679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2554691.500000 Penalty: 3237.494141
	Iteration 83Q: 3 clusters Score -2554692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2554692.750000 Penalty: 3237.494141
	Iteration 84Q: 3 clusters Score -2554693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2554702.750000 Penalty: 3237.494141
	Iteration 85Q: 3 clusters Score -2554703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2554720.000000 Penalty: 3237.494141
	Iteration 86Q: 3 clusters Score -2554720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2554720.500000 Penalty: 3237.494141
	Iteration 87Q: 3 clusters Score -2554720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2554728.500000 Penalty: 3237.494141
	Iteration 88Q: 3 clusters Score -2554728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2554732.500000 Penalty: 3237.494141
	Iteration 89Q: 3 clusters Score -2554732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2554732.250000 Penalty: 3237.494141
	Iteration 90Q: 3 clusters Score -2554732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2554744.500000 Penalty: 3237.494141
	Iteration 91Q: 3 clusters Score -2554744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2554746.000000 Penalty: 3237.494141
	Iteration 92Q: 3 clusters Score -2554746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2554749.500000 Penalty: 3237.494141
	Iteration 93Q: 3 clusters Score -2554750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2554752.000000 Penalty: 3237.494141
	Iteration 94Q: 3 clusters Score -2554752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2554748.250000 Penalty: 3237.494141
	Iteration 95Q: 3 clusters Score -2554748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2554749.750000 Penalty: 3237.494141
	Iteration 96Q: 3 clusters Score -2554750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2554758.000000 Penalty: 3237.494141
	Iteration 97Q: 3 clusters Score -2554758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2554770.000000 Penalty: 3237.494141
	Iteration 98Q: 3 clusters Score -2554770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2554774.500000 Penalty: 3237.494141
	Iteration 99Q: 3 clusters Score -2554774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2554783.250000 Penalty: 3237.494141
	Iteration 100F: 3 clusters Score -2554783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2554785.000000 Penalty: 3237.494141
	Iteration 101Q: 3 clusters Score -2554785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2554783.750000 Penalty: 3237.494141
	Iteration 102Q: 3 clusters Score -2554784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2554794.750000 Penalty: 3237.494141
	Iteration 103Q: 3 clusters Score -2554795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2554801.500000 Penalty: 3237.494141
	Iteration 104Q: 3 clusters Score -2554802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2554805.000000 Penalty: 3237.494141
	Iteration 105Q: 3 clusters Score -2554805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2554814.500000 Penalty: 3237.494141
	Iteration 106Q: 3 clusters Score -2554814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2554821.250000 Penalty: 3237.494141
	Iteration 107Q: 3 clusters Score -2554821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2554820.750000 Penalty: 3237.494141
	Iteration 108Q: 3 clusters Score -2554821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2554824.000000 Penalty: 3237.494141
	Iteration 109Q: 3 clusters Score -2554824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2554828.500000 Penalty: 3237.494141
	Iteration 110Q: 3 clusters Score -2554828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2554831.250000 Penalty: 3237.494141
	Iteration 111Q: 3 clusters Score -2554831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2554831.750000 Penalty: 3237.494141
	Iteration 112Q: 3 clusters Score -2554832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2554830.500000 Penalty: 3237.494141
	Iteration 113Q: 3 clusters Score -2554830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2554838.000000 Penalty: 3237.494141
	Iteration 114Q: 3 clusters Score -2554838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2554838.250000 Penalty: 3237.494141
	Iteration 115Q: 3 clusters Score -2554838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2554846.500000 Penalty: 3237.494141
	Iteration 116Q: 3 clusters Score -2554846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2554846.000000 Penalty: 3237.494141
	Iteration 117Q: 3 clusters Score -2554846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2554849.000000 Penalty: 3237.494141
	Iteration 118Q: 3 clusters Score -2554849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2554847.250000 Penalty: 3237.494141
	Iteration 119Q: 3 clusters Score -2554847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2554850.000000 Penalty: 3237.494141
	Iteration 120F: 3 clusters Score -2554850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2554850.750000 Penalty: 3237.494141
	Iteration 121Q: 3 clusters Score -2554851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2554852.000000 Penalty: 3237.494141
	Iteration 122Q: 3 clusters Score -2554852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2554850.750000 Penalty: 3237.494141
	Iteration 123Q: 3 clusters Score -2554851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2554851.250000 Penalty: 3237.494141
	Iteration 124Q: 3 clusters Score -2554851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2554851.250000 Penalty: 3237.494141
	Iteration 125F: 3 clusters Score -2554851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -606951.312500 Penalty: 1380.262695
	Iteration 0F: 2 clusters Score -606951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -602979.625000 Penalty: 2760.525391
	Iteration 0F: 3 clusters Score -602979.6 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -604050.312500 Penalty: 2760.525391
	Iteration 1F: 3 clusters Score -604050.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -604249.000000 Penalty: 2760.525391
	Iteration 2F: 3 clusters Score -604249 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -604377.937500 Penalty: 2760.525391
	Iteration 3F: 3 clusters Score -604377.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -604480.937500 Penalty: 2760.525391
	Iteration 4Q: 3 clusters Score -604480.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -604546.250000 Penalty: 2760.525391
	Iteration 5Q: 3 clusters Score -604546.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -604589.625000 Penalty: 2760.525391
	Iteration 6Q: 3 clusters Score -604589.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -604629.500000 Penalty: 2760.525391
	Iteration 7Q: 3 clusters Score -604629.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -604673.125000 Penalty: 2760.525391
	Iteration 8Q: 3 clusters Score -604673.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -604710.500000 Penalty: 2760.525391
	Iteration 9Q: 3 clusters Score -604710.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -604731.125000 Penalty: 2760.525391
	Iteration 10Q: 3 clusters Score -604731.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -604754.500000 Penalty: 2760.525391
	Iteration 11Q: 3 clusters Score -604754.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -604776.625000 Penalty: 2760.525391
	Iteration 12Q: 3 clusters Score -604776.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -604800.375000 Penalty: 2760.525391
	Iteration 13Q: 3 clusters Score -604800.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -604828.125000 Penalty: 2760.525391
	Iteration 14Q: 3 clusters Score -604828.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -604860.312500 Penalty: 2760.525391
	Iteration 15Q: 3 clusters Score -604860.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -604897.187500 Penalty: 2760.525391
	Iteration 16Q: 3 clusters Score -604897.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -604941.875000 Penalty: 2760.525391
	Iteration 17Q: 3 clusters Score -604941.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -604983.875000 Penalty: 2760.525391
	Iteration 18Q: 3 clusters Score -604983.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -605024.062500 Penalty: 2760.525391
	Iteration 19Q: 3 clusters Score -605024.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -605066.312500 Penalty: 2760.525391
	Iteration 20F: 3 clusters Score -605066.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -605107.750000 Penalty: 2760.525391
	Iteration 21Q: 3 clusters Score -605107.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -605143.625000 Penalty: 2760.525391
	Iteration 22Q: 3 clusters Score -605143.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -605171.000000 Penalty: 2760.525391
	Iteration 23Q: 3 clusters Score -605171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -605197.375000 Penalty: 2760.525391
	Iteration 24Q: 3 clusters Score -605197.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -605227.750000 Penalty: 2760.525391
	Iteration 25Q: 3 clusters Score -605227.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -605254.312500 Penalty: 2760.525391
	Iteration 26Q: 3 clusters Score -605254.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605275.812500 Penalty: 2760.525391
	Iteration 27Q: 3 clusters Score -605275.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -605292.125000 Penalty: 2760.525391
	Iteration 28Q: 3 clusters Score -605292.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -605302.000000 Penalty: 2760.525391
	Iteration 29Q: 3 clusters Score -605302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -605310.062500 Penalty: 2760.525391
	Iteration 30Q: 3 clusters Score -605310.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -605313.500000 Penalty: 2760.525391
	Iteration 31Q: 3 clusters Score -605313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -605315.812500 Penalty: 2760.525391
	Iteration 32Q: 3 clusters Score -605315.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -605321.375000 Penalty: 2760.525391
	Iteration 33Q: 3 clusters Score -605321.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -605326.187500 Penalty: 2760.525391
	Iteration 34Q: 3 clusters Score -605326.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -605331.250000 Penalty: 2760.525391
	Iteration 35Q: 3 clusters Score -605331.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -605337.250000 Penalty: 2760.525391
	Iteration 36Q: 3 clusters Score -605337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -605339.250000 Penalty: 2760.525391
	Iteration 37Q: 3 clusters Score -605339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -605342.750000 Penalty: 2760.525391
	Iteration 38Q: 3 clusters Score -605342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -605344.937500 Penalty: 2760.525391
	Iteration 39Q: 3 clusters Score -605344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -605347.750000 Penalty: 2760.525391
	Iteration 40F: 3 clusters Score -605347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -605348.187500 Penalty: 2760.525391
	Iteration 41Q: 3 clusters Score -605348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -605349.187500 Penalty: 2760.525391
	Iteration 42Q: 3 clusters Score -605349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -605350.125000 Penalty: 2760.525391
	Iteration 43Q: 3 clusters Score -605350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -605349.375000 Penalty: 2760.525391
	Iteration 44Q: 3 clusters Score -605349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -605351.000000 Penalty: 2760.525391
	Iteration 45Q: 3 clusters Score -605351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -605352.187500 Penalty: 2760.525391
	Iteration 46Q: 3 clusters Score -605352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -605351.625000 Penalty: 2760.525391
	Iteration 47Q: 3 clusters Score -605351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -605352.937500 Penalty: 2760.525391
	Iteration 48Q: 3 clusters Score -605352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -605351.937500 Penalty: 2760.525391
	Iteration 49Q: 3 clusters Score -605351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -605352.437500 Penalty: 2760.525391
	Iteration 50Q: 3 clusters Score -605352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -605353.500000 Penalty: 2760.525391
	Iteration 51Q: 3 clusters Score -605353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -605353.562500 Penalty: 2760.525391
	Iteration 52Q: 3 clusters Score -605353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -605355.562500 Penalty: 2760.525391
	Iteration 53Q: 3 clusters Score -605355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -605355.562500 Penalty: 2760.525391
	Iteration 54F: 3 clusters Score -605355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -16070.646484 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -16070.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -15535.797852 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -15535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15568.381836 Penalty: 1515.617798
	Iteration 1F: 3 clusters Score -15568.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -15572.753906 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -15572.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -15572.753906 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -15572.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -432170.406250 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -432170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429099.125000 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -429099.1 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429917.906250 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -429917.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -430063.562500 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -430063.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -430137.781250 Penalty: 2658.968018
	Iteration 3Q: 3 clusters Score -430137.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -430196.625000 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -430196.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -430249.937500 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -430249.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -430294.187500 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -430294.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -430330.562500 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -430330.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -430374.906250 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -430374.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -430412.187500 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -430412.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -430453.250000 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -430453.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -430496.937500 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -430496.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -430550.062500 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -430550.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -430608.906250 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -430608.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -430672.531250 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -430672.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -430728.218750 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -430728.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -430762.781250 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -430762.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -430791.000000 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -430791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -430816.937500 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -430816.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -430838.562500 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -430838.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -430854.625000 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -430854.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -430875.250000 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -430875.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -430901.843750 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -430901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -430926.750000 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -430926.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -430948.312500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -430948.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -430965.875000 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -430965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -430971.750000 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -430971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -430980.031250 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -430980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -430984.250000 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -430984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -430986.906250 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -430986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -430988.312500 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -430988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -430991.375000 Penalty: 2658.968018
	Iteration 31Q: 3 clusters Score -430991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -430993.187500 Penalty: 2658.968018
	Iteration 32Q: 3 clusters Score -430993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -430997.218750 Penalty: 2658.968018
	Iteration 33Q: 3 clusters Score -430997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -431000.125000 Penalty: 2658.968018
	Iteration 34Q: 3 clusters Score -431000.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -431004.750000 Penalty: 2658.968018
	Iteration 35Q: 3 clusters Score -431004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -431006.968750 Penalty: 2658.968018
	Iteration 36Q: 3 clusters Score -431007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -431010.750000 Penalty: 2658.968018
	Iteration 37Q: 3 clusters Score -431010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -431012.062500 Penalty: 2658.968018
	Iteration 38Q: 3 clusters Score -431012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -431013.906250 Penalty: 2658.968018
	Iteration 39Q: 3 clusters Score -431013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -431014.406250 Penalty: 2658.968018
	Iteration 40F: 3 clusters Score -431014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -431014.500000 Penalty: 2658.968018
	Iteration 41Q: 3 clusters Score -431014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -431015.093750 Penalty: 2658.968018
	Iteration 42Q: 3 clusters Score -431015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -431015.718750 Penalty: 2658.968018
	Iteration 43Q: 3 clusters Score -431015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -431016.843750 Penalty: 2658.968018
	Iteration 44Q: 3 clusters Score -431016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -431017.531250 Penalty: 2658.968018
	Iteration 45Q: 3 clusters Score -431017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -431017.750000 Penalty: 2658.968018
	Iteration 46Q: 3 clusters Score -431017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431018.375000 Penalty: 2658.968018
	Iteration 47Q: 3 clusters Score -431018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431018.375000 Penalty: 2658.968018
	Iteration 48F: 3 clusters Score -431018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -752797.875000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -752797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -748100.125000 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -748100.1 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -749393.062500 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -749393.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -749603.687500 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -749603.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -749765.687500 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -749765.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -749892.312500 Penalty: 2830.415283
	Iteration 4Q: 3 clusters Score -749892.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -749996.875000 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -749996.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -750093.437500 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -750093.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -750183.500000 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -750183.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -750289.000000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -750289 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -750422.250000 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -750422.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -750558.500000 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -750558.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -750685.687500 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -750685.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -750800.625000 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -750800.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -750897.375000 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -750897.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -750983.562500 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -750983.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -751071.812500 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -751071.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -751150.750000 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -751150.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -751195.937500 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -751195.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -751229.250000 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -751229.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -751244.562500 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -751244.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -751264.250000 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -751264.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -751283.812500 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -751283.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -751303.125000 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -751303.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -751315.375000 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -751315.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -751327.125000 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -751327.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -751338.125000 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -751338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -751346.125000 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -751346.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -751354.875000 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -751354.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -751357.375000 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -751357.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -751361.687500 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -751361.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -751365.125000 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -751365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -751367.875000 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -751367.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -751370.812500 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -751370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -751371.250000 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -751371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -751374.187500 Penalty: 2830.415283
	Iteration 34Q: 3 clusters Score -751374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -751373.937500 Penalty: 2830.415283
	Iteration 35Q: 3 clusters Score -751373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -751377.562500 Penalty: 2830.415283
	Iteration 36Q: 3 clusters Score -751377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -751377.625000 Penalty: 2830.415283
	Iteration 37Q: 3 clusters Score -751377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -751377.562500 Penalty: 2830.415283
	Iteration 38Q: 3 clusters Score -751377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -751378.437500 Penalty: 2830.415283
	Iteration 39Q: 3 clusters Score -751378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -751378.625000 Penalty: 2830.415283
	Iteration 40F: 3 clusters Score -751378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -751378.937500 Penalty: 2830.415283
	Iteration 41Q: 3 clusters Score -751378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -751379.625000 Penalty: 2830.415283
	Iteration 42Q: 3 clusters Score -751379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -751381.187500 Penalty: 2830.415283
	Iteration 43Q: 3 clusters Score -751381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -751381.000000 Penalty: 2830.415283
	Iteration 44Q: 3 clusters Score -751381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -751381.125000 Penalty: 2830.415283
	Iteration 45Q: 3 clusters Score -751381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -751382.562500 Penalty: 2830.415283
	Iteration 46Q: 3 clusters Score -751382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -751383.187500 Penalty: 2830.415283
	Iteration 47Q: 3 clusters Score -751383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -751384.500000 Penalty: 2830.415283
	Iteration 48Q: 3 clusters Score -751384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -751384.812500 Penalty: 2830.415283
	Iteration 49Q: 3 clusters Score -751384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -751385.750000 Penalty: 2830.415283
	Iteration 50Q: 3 clusters Score -751385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -751386.437500 Penalty: 2830.415283
	Iteration 51Q: 3 clusters Score -751386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -751387.000000 Penalty: 2830.415283
	Iteration 52Q: 3 clusters Score -751387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -751387.000000 Penalty: 2830.415283
	Iteration 53F: 3 clusters Score -751387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -456417.937500 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -456417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -453132.031250 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -453132 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -453958.625000 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -453958.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -454113.500000 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -454113.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -454210.968750 Penalty: 2686.085449
	Iteration 3F: 3 clusters Score -454211 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454281.343750 Penalty: 2686.085449
	Iteration 4Q: 3 clusters Score -454281.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -454335.187500 Penalty: 2686.085449
	Iteration 5Q: 3 clusters Score -454335.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -454389.437500 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -454389.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454446.531250 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -454446.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -454501.656250 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -454501.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -454556.250000 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -454556.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -454604.187500 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -454604.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -454658.937500 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -454658.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -454706.625000 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -454706.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -454734.718750 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -454734.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -454762.500000 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -454762.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -454788.031250 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -454788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -454812.625000 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -454812.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -454837.468750 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -454837.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -454863.250000 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -454863.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -454889.656250 Penalty: 2686.085449
	Iteration 19Q: 3 clusters Score -454889.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -454916.906250 Penalty: 2686.085449
	Iteration 20F: 3 clusters Score -454916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -454941.937500 Penalty: 2686.085449
	Iteration 21Q: 3 clusters Score -454941.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -454964.437500 Penalty: 2686.085449
	Iteration 22Q: 3 clusters Score -454964.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -454981.906250 Penalty: 2686.085449
	Iteration 23Q: 3 clusters Score -454981.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -454993.812500 Penalty: 2686.085449
	Iteration 24Q: 3 clusters Score -454993.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -455000.218750 Penalty: 2686.085449
	Iteration 25Q: 3 clusters Score -455000.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -455005.750000 Penalty: 2686.085449
	Iteration 26Q: 3 clusters Score -455005.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -455011.718750 Penalty: 2686.085449
	Iteration 27Q: 3 clusters Score -455011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -455015.750000 Penalty: 2686.085449
	Iteration 28Q: 3 clusters Score -455015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -455021.187500 Penalty: 2686.085449
	Iteration 29Q: 3 clusters Score -455021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -455025.500000 Penalty: 2686.085449
	Iteration 30Q: 3 clusters Score -455025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -455029.625000 Penalty: 2686.085449
	Iteration 31Q: 3 clusters Score -455029.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -455033.718750 Penalty: 2686.085449
	Iteration 32Q: 3 clusters Score -455033.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -455037.343750 Penalty: 2686.085449
	Iteration 33Q: 3 clusters Score -455037.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -455041.375000 Penalty: 2686.085449
	Iteration 34Q: 3 clusters Score -455041.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -455046.250000 Penalty: 2686.085449
	Iteration 35Q: 3 clusters Score -455046.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -455050.562500 Penalty: 2686.085449
	Iteration 36Q: 3 clusters Score -455050.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -455056.562500 Penalty: 2686.085449
	Iteration 37Q: 3 clusters Score -455056.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -455063.406250 Penalty: 2686.085449
	Iteration 38Q: 3 clusters Score -455063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -455075.187500 Penalty: 2686.085449
	Iteration 39Q: 3 clusters Score -455075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -455088.031250 Penalty: 2686.085449
	Iteration 40F: 3 clusters Score -455088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -455094.375000 Penalty: 2686.085449
	Iteration 41Q: 3 clusters Score -455094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -455097.125000 Penalty: 2686.085449
	Iteration 42Q: 3 clusters Score -455097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -455099.625000 Penalty: 2686.085449
	Iteration 43Q: 3 clusters Score -455099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -455101.000000 Penalty: 2686.085449
	Iteration 44Q: 3 clusters Score -455101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -455102.156250 Penalty: 2686.085449
	Iteration 45Q: 3 clusters Score -455102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -455103.906250 Penalty: 2686.085449
	Iteration 46Q: 3 clusters Score -455103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -455105.750000 Penalty: 2686.085449
	Iteration 47Q: 3 clusters Score -455105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -455110.718750 Penalty: 2686.085449
	Iteration 48Q: 3 clusters Score -455110.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -455115.125000 Penalty: 2686.085449
	Iteration 49Q: 3 clusters Score -455115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -455118.718750 Penalty: 2686.085449
	Iteration 50Q: 3 clusters Score -455118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -455120.937500 Penalty: 2686.085449
	Iteration 51Q: 3 clusters Score -455120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -455123.375000 Penalty: 2686.085449
	Iteration 52Q: 3 clusters Score -455123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -455124.812500 Penalty: 2686.085449
	Iteration 53Q: 3 clusters Score -455124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -455124.812500 Penalty: 2686.085449
	Iteration 54F: 3 clusters Score -455124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -173320.140625 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -173320.1 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 732 members 
Entering Unmasked Estep 
Score: -171532.375000 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -171532.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -171897.062500 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -171897.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171993.843750 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -171993.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -172048.500000 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -172048.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172100.093750 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -172100.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -172142.625000 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -172142.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172172.718750 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -172172.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -172201.718750 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -172201.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -172227.671875 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -172227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -172245.609375 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -172245.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -172260.750000 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -172260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -172267.593750 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -172267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -172271.500000 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -172271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -172274.015625 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -172274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -172274.750000 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -172274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -172275.062500 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -172275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -172275.828125 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -172275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -172276.156250 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -172276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -172276.625000 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -172276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172277.109375 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -172277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172277.109375 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -172277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -492325.281250 Penalty: 1348.310425
	Iteration 0F: 2 clusters Score -492325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -488967.625000 Penalty: 2696.620850
	Iteration 0F: 3 clusters Score -488967.6 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -489824.906250 Penalty: 2696.620850
	Iteration 1F: 3 clusters Score -489824.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -489969.343750 Penalty: 2696.620850
	Iteration 2F: 3 clusters Score -489969.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490051.218750 Penalty: 2696.620850
	Iteration 3Q: 3 clusters Score -490051.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -490103.468750 Penalty: 2696.620850
	Iteration 4Q: 3 clusters Score -490103.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -490145.437500 Penalty: 2696.620850
	Iteration 5Q: 3 clusters Score -490145.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -490180.906250 Penalty: 2696.620850
	Iteration 6Q: 3 clusters Score -490180.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -490203.625000 Penalty: 2696.620850
	Iteration 7Q: 3 clusters Score -490203.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -490222.781250 Penalty: 2696.620850
	Iteration 8Q: 3 clusters Score -490222.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -490242.812500 Penalty: 2696.620850
	Iteration 9Q: 3 clusters Score -490242.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -490267.937500 Penalty: 2696.620850
	Iteration 10Q: 3 clusters Score -490267.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -490296.000000 Penalty: 2696.620850
	Iteration 11Q: 3 clusters Score -490296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -490324.093750 Penalty: 2696.620850
	Iteration 12Q: 3 clusters Score -490324.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -490356.750000 Penalty: 2696.620850
	Iteration 13Q: 3 clusters Score -490356.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -490396.593750 Penalty: 2696.620850
	Iteration 14Q: 3 clusters Score -490396.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -490441.937500 Penalty: 2696.620850
	Iteration 15Q: 3 clusters Score -490441.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -490501.593750 Penalty: 2696.620850
	Iteration 16Q: 3 clusters Score -490501.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -490563.125000 Penalty: 2696.620850
	Iteration 17Q: 3 clusters Score -490563.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -490623.593750 Penalty: 2696.620850
	Iteration 18Q: 3 clusters Score -490623.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -490693.937500 Penalty: 2696.620850
	Iteration 19Q: 3 clusters Score -490693.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -490776.656250 Penalty: 2696.620850
	Iteration 20F: 3 clusters Score -490776.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -490847.062500 Penalty: 2696.620850
	Iteration 21Q: 3 clusters Score -490847.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -490919.625000 Penalty: 2696.620850
	Iteration 22Q: 3 clusters Score -490919.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -490982.875000 Penalty: 2696.620850
	Iteration 23Q: 3 clusters Score -490982.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -491032.562500 Penalty: 2696.620850
	Iteration 24Q: 3 clusters Score -491032.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -491092.218750 Penalty: 2696.620850
	Iteration 25Q: 3 clusters Score -491092.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -491138.875000 Penalty: 2696.620850
	Iteration 26Q: 3 clusters Score -491138.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -491173.875000 Penalty: 2696.620850
	Iteration 27Q: 3 clusters Score -491173.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -491198.687500 Penalty: 2696.620850
	Iteration 28Q: 3 clusters Score -491198.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -491220.968750 Penalty: 2696.620850
	Iteration 29Q: 3 clusters Score -491221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -491240.437500 Penalty: 2696.620850
	Iteration 30Q: 3 clusters Score -491240.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -491261.343750 Penalty: 2696.620850
	Iteration 31Q: 3 clusters Score -491261.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -491276.031250 Penalty: 2696.620850
	Iteration 32Q: 3 clusters Score -491276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -491282.718750 Penalty: 2696.620850
	Iteration 33Q: 3 clusters Score -491282.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -491287.312500 Penalty: 2696.620850
	Iteration 34Q: 3 clusters Score -491287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -491290.718750 Penalty: 2696.620850
	Iteration 35Q: 3 clusters Score -491290.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -491294.375000 Penalty: 2696.620850
	Iteration 36Q: 3 clusters Score -491294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -491299.937500 Penalty: 2696.620850
	Iteration 37Q: 3 clusters Score -491299.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -491305.031250 Penalty: 2696.620850
	Iteration 38Q: 3 clusters Score -491305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -491311.343750 Penalty: 2696.620850
	Iteration 39Q: 3 clusters Score -491311.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -491318.437500 Penalty: 2696.620850
	Iteration 40F: 3 clusters Score -491318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -491323.437500 Penalty: 2696.620850
	Iteration 41Q: 3 clusters Score -491323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -491324.875000 Penalty: 2696.620850
	Iteration 42Q: 3 clusters Score -491324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -491326.937500 Penalty: 2696.620850
	Iteration 43Q: 3 clusters Score -491326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -491328.718750 Penalty: 2696.620850
	Iteration 44Q: 3 clusters Score -491328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -491330.781250 Penalty: 2696.620850
	Iteration 45Q: 3 clusters Score -491330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -491332.000000 Penalty: 2696.620850
	Iteration 46Q: 3 clusters Score -491332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -491334.656250 Penalty: 2696.620850
	Iteration 47Q: 3 clusters Score -491334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -491335.312500 Penalty: 2696.620850
	Iteration 48Q: 3 clusters Score -491335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -491337.468750 Penalty: 2696.620850
	Iteration 49Q: 3 clusters Score -491337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -491337.906250 Penalty: 2696.620850
	Iteration 50Q: 3 clusters Score -491337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -491338.062500 Penalty: 2696.620850
	Iteration 51Q: 3 clusters Score -491338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -491340.000000 Penalty: 2696.620850
	Iteration 52Q: 3 clusters Score -491340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -491339.562500 Penalty: 2696.620850
	Iteration 53Q: 3 clusters Score -491339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -491341.656250 Penalty: 2696.620850
	Iteration 54Q: 3 clusters Score -491341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -491342.468750 Penalty: 2696.620850
	Iteration 55Q: 3 clusters Score -491342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -491342.875000 Penalty: 2696.620850
	Iteration 56Q: 3 clusters Score -491342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -491342.875000 Penalty: 2696.620850
	Iteration 57F: 3 clusters Score -491342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (141443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141443 members 
Entering Unmasked Estep 
Score: -17136202.000000 Penalty: 1927.193481
	Iteration 0F: 2 clusters Score -1.71362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -17046728.000000 Penalty: 3854.386963
	Iteration 0F: 3 clusters Score -1.704673e+07 nChanged 68269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -17087484.000000 Penalty: 3854.386963
	Iteration 1F: 3 clusters Score -1.708748e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -17089042.000000 Penalty: 3854.386963
	Iteration 2Q: 3 clusters Score -1.708904e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -17091328.000000 Penalty: 3854.386963
	Iteration 3Q: 3 clusters Score -1.709133e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -17094656.000000 Penalty: 3854.386963
	Iteration 4Q: 3 clusters Score -1.709466e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -17099700.000000 Penalty: 3854.386963
	Iteration 5F: 3 clusters Score -1.70997e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -17106982.000000 Penalty: 3854.386963
	Iteration 6F: 3 clusters Score -1.710698e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -17115016.000000 Penalty: 3854.386963
	Iteration 7F: 3 clusters Score -1.711502e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -17120600.000000 Penalty: 3854.386963
	Iteration 8F: 3 clusters Score -1.71206e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -17123676.000000 Penalty: 3854.386963
	Iteration 9Q: 3 clusters Score -1.712368e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -17125588.000000 Penalty: 3854.386963
	Iteration 10Q: 3 clusters Score -1.712559e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 116780 members 
Entering Unmasked Estep 
Score: -17127020.000000 Penalty: 3854.386963
	Iteration 11Q: 3 clusters Score -1.712702e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -17128312.000000 Penalty: 3854.386963
	Iteration 12Q: 3 clusters Score -1.712831e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -17129536.000000 Penalty: 3854.386963
	Iteration 13Q: 3 clusters Score -1.712954e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 124031 members 
Entering Unmasked Estep 
Score: -17130710.000000 Penalty: 3854.386963
	Iteration 14Q: 3 clusters Score -1.713071e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -17131632.000000 Penalty: 3854.386963
	Iteration 15Q: 3 clusters Score -1.713163e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -17132592.000000 Penalty: 3854.386963
	Iteration 16Q: 3 clusters Score -1.713259e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -17133496.000000 Penalty: 3854.386963
	Iteration 17Q: 3 clusters Score -1.71335e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 130898 members 
Entering Unmasked Estep 
Score: -17134098.000000 Penalty: 3854.386963
	Iteration 18Q: 3 clusters Score -1.71341e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -17134754.000000 Penalty: 3854.386963
	Iteration 19Q: 3 clusters Score -1.713475e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -17135192.000000 Penalty: 3854.386963
	Iteration 20F: 3 clusters Score -1.713519e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -17135438.000000 Penalty: 3854.386963
	Iteration 21Q: 3 clusters Score -1.713544e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -17135660.000000 Penalty: 3854.386963
	Iteration 22Q: 3 clusters Score -1.713566e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 135239 members 
Entering Unmasked Estep 
Score: -17135778.000000 Penalty: 3854.386963
	Iteration 23Q: 3 clusters Score -1.713578e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -17135930.000000 Penalty: 3854.386963
	Iteration 24Q: 3 clusters Score -1.713593e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -17136050.000000 Penalty: 3854.386963
	Iteration 25Q: 3 clusters Score -1.713605e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -17136176.000000 Penalty: 3854.386963
	Iteration 26Q: 3 clusters Score -1.713618e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 136709 members 
Entering Unmasked Estep 
Score: -17136254.000000 Penalty: 3854.386963
	Iteration 27Q: 3 clusters Score -1.713625e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 136924 members 
Entering Unmasked Estep 
Score: -17136332.000000 Penalty: 3854.386963
	Iteration 28Q: 3 clusters Score -1.713633e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -17136342.000000 Penalty: 3854.386963
	Iteration 29Q: 3 clusters Score -1.713634e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 137263 members 
Entering Unmasked Estep 
Score: -17136330.000000 Penalty: 3854.386963
	Iteration 30Q: 3 clusters Score -1.713633e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 137408 members 
Entering Unmasked Estep 
Score: -17136398.000000 Penalty: 3854.386963
	Iteration 31Q: 3 clusters Score -1.71364e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 137522 members 
Entering Unmasked Estep 
Score: -17136452.000000 Penalty: 3854.386963
	Iteration 32Q: 3 clusters Score -1.713645e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 137615 members 
Entering Unmasked Estep 
Score: -17136434.000000 Penalty: 3854.386963
	Iteration 33Q: 3 clusters Score -1.713643e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -17136444.000000 Penalty: 3854.386963
	Iteration 34Q: 3 clusters Score -1.713644e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 137744 members 
Entering Unmasked Estep 
Score: -17136456.000000 Penalty: 3854.386963
	Iteration 35Q: 3 clusters Score -1.713646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 137780 members 
Entering Unmasked Estep 
Score: -17136446.000000 Penalty: 3854.386963
	Iteration 36Q: 3 clusters Score -1.713645e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -17136448.000000 Penalty: 3854.386963
	Iteration 37Q: 3 clusters Score -1.713645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 137830 members 
Entering Unmasked Estep 
Score: -17136436.000000 Penalty: 3854.386963
	Iteration 38Q: 3 clusters Score -1.713644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 137848 members 
Entering Unmasked Estep 
Score: -17136450.000000 Penalty: 3854.386963
	Iteration 39Q: 3 clusters Score -1.713645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -17136440.000000 Penalty: 3854.386963
	Iteration 40F: 3 clusters Score -1.713644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -17136426.000000 Penalty: 3854.386963
	Iteration 41Q: 3 clusters Score -1.713643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -17136414.000000 Penalty: 3854.386963
	Iteration 42Q: 3 clusters Score -1.713641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -17136422.000000 Penalty: 3854.386963
	Iteration 43Q: 3 clusters Score -1.713642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 137945 members 
Entering Unmasked Estep 
Score: -17136422.000000 Penalty: 3854.386963
	Iteration 44Q: 3 clusters Score -1.713642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -17136428.000000 Penalty: 3854.386963
	Iteration 45Q: 3 clusters Score -1.713643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 137983 members 
Entering Unmasked Estep 
Score: -17136428.000000 Penalty: 3854.386963
	Iteration 46Q: 3 clusters Score -1.713643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 138009 members 
Entering Unmasked Estep 
Score: -17136430.000000 Penalty: 3854.386963
	Iteration 47Q: 3 clusters Score -1.713643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 138034 members 
Entering Unmasked Estep 
Score: -17136444.000000 Penalty: 3854.386963
	Iteration 48Q: 3 clusters Score -1.713644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 138054 members 
Entering Unmasked Estep 
Score: -17136430.000000 Penalty: 3854.386963
	Iteration 49Q: 3 clusters Score -1.713643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 138070 members 
Entering Unmasked Estep 
Score: -17136442.000000 Penalty: 3854.386963
	Iteration 50Q: 3 clusters Score -1.713644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -17136432.000000 Penalty: 3854.386963
	Iteration 51Q: 3 clusters Score -1.713643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -17136458.000000 Penalty: 3854.386963
	Iteration 52Q: 3 clusters Score -1.713646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -17136446.000000 Penalty: 3854.386963
	Iteration 53Q: 3 clusters Score -1.713645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 138138 members 
Entering Unmasked Estep 
Score: -17136456.000000 Penalty: 3854.386963
	Iteration 54Q: 3 clusters Score -1.713646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 138151 members 
Entering Unmasked Estep 
Score: -17136452.000000 Penalty: 3854.386963
	Iteration 55Q: 3 clusters Score -1.713645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -17136454.000000 Penalty: 3854.386963
	Iteration 56Q: 3 clusters Score -1.713645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 138172 members 
Entering Unmasked Estep 
Score: -17136462.000000 Penalty: 3854.386963
	Iteration 57Q: 3 clusters Score -1.713646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -17136460.000000 Penalty: 3854.386963
	Iteration 58Q: 3 clusters Score -1.713646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 138191 members 
Entering Unmasked Estep 
Score: -17136462.000000 Penalty: 3854.386963
	Iteration 59Q: 3 clusters Score -1.713646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 138196 members 
Entering Unmasked Estep 
Score: -17136450.000000 Penalty: 3854.386963
	Iteration 60F: 3 clusters Score -1.713645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -17136448.000000 Penalty: 3854.386963
	Iteration 61Q: 3 clusters Score -1.713645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 138208 members 
Entering Unmasked Estep 
Score: -17136454.000000 Penalty: 3854.386963
	Iteration 62Q: 3 clusters Score -1.713645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -17136460.000000 Penalty: 3854.386963
	Iteration 63Q: 3 clusters Score -1.713646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -17136460.000000 Penalty: 3854.386963
	Iteration 64Q: 3 clusters Score -1.713646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 138241 members 
Entering Unmasked Estep 
Score: -17136440.000000 Penalty: 3854.386963
	Iteration 65Q: 3 clusters Score -1.713644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 138252 members 
Entering Unmasked Estep 
Score: -17136448.000000 Penalty: 3854.386963
	Iteration 66Q: 3 clusters Score -1.713645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 138264 members 
Entering Unmasked Estep 
Score: -17136448.000000 Penalty: 3854.386963
	Iteration 67Q: 3 clusters Score -1.713645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -17136464.000000 Penalty: 3854.386963
	Iteration 68Q: 3 clusters Score -1.713646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 138283 members 
Entering Unmasked Estep 
Score: -17136466.000000 Penalty: 3854.386963
	Iteration 69Q: 3 clusters Score -1.713647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -17136478.000000 Penalty: 3854.386963
	Iteration 70Q: 3 clusters Score -1.713648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 138294 members 
Entering Unmasked Estep 
Score: -17136476.000000 Penalty: 3854.386963
	Iteration 71Q: 3 clusters Score -1.713648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -17136464.000000 Penalty: 3854.386963
	Iteration 72Q: 3 clusters Score -1.713646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -17136480.000000 Penalty: 3854.386963
	Iteration 73Q: 3 clusters Score -1.713648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -17136470.000000 Penalty: 3854.386963
	Iteration 74Q: 3 clusters Score -1.713647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -17136470.000000 Penalty: 3854.386963
	Iteration 75F: 3 clusters Score -1.713647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 138300 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
Score: -29440210.000000 Penalty: 36308.777344
Splitting cluster 13 changes total score from -29440200.000000 to -29440210.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -43169.914062 Penalty: 933.238037
	Iteration 0F: 2 clusters Score -43169.91 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 155 members 
Entering Unmasked Estep 
Score: -42259.957031 Penalty: 1866.476074
	Iteration 0F: 3 clusters Score -42259.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42534.757812 Penalty: 1866.476074
	Iteration 1F: 3 clusters Score -42534.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43249.328125 Penalty: 1866.476074
	Iteration 2F: 3 clusters Score -43249.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -43483.527344 Penalty: 1866.476074
	Iteration 3F: 3 clusters Score -43483.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -43618.160156 Penalty: 1866.476074
	Iteration 4F: 3 clusters Score -43618.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -43670.601562 Penalty: 1866.476074
	Iteration 5Q: 3 clusters Score -43670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -43701.757812 Penalty: 1866.476074
	Iteration 6Q: 3 clusters Score -43701.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -43729.035156 Penalty: 1866.476074
	Iteration 7Q: 3 clusters Score -43729.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -43765.023438 Penalty: 1866.476074
	Iteration 8Q: 3 clusters Score -43765.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -43765.023438 Penalty: 1866.476074
	Iteration 9F: 3 clusters Score -43765.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 138300 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 17 contains 54 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
Score: -29439720.000000 Penalty: 38325.933594
Splitting cluster 14 changes total score from -29440200.000000 to -29439720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46997.109375 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -46997.11 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 202 members 
Entering Unmasked Estep 
Score: -45966.785156 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -45966.79 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46097.636719 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -46097.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46135.296875 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -46135.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46179.929688 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -46179.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46198.621094 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -46198.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46209.960938 Penalty: 1976.721191
	Iteration 5Q: 3 clusters Score -46209.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46218.136719 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -46218.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46220.308594 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -46220.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46222.527344 Penalty: 1976.721191
	Iteration 8Q: 3 clusters Score -46222.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46224.101562 Penalty: 1976.721191
	Iteration 9Q: 3 clusters Score -46224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46224.101562 Penalty: 1976.721191
	Iteration 10F: 3 clusters Score -46224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1386239.625000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1386240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1378310.625000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1378311 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1380961.875000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1380962 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1381269.500000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1381270 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1381536.625000 Penalty: 3031.119629
	Iteration 3F: 3 clusters Score -1381537 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1381799.000000 Penalty: 3031.119629
	Iteration 4Q: 3 clusters Score -1381799 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1382092.000000 Penalty: 3031.119629
	Iteration 5Q: 3 clusters Score -1382092 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1382417.125000 Penalty: 3031.119629
	Iteration 6Q: 3 clusters Score -1382417 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1382806.125000 Penalty: 3031.119629
	Iteration 7F: 3 clusters Score -1382806 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1383245.250000 Penalty: 3031.119629
	Iteration 8F: 3 clusters Score -1383245 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1383652.500000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1383652 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1383968.250000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1383968 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1384244.125000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1384244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1384439.500000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1384440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1384561.125000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1384561 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1384655.500000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1384656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1384717.000000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1384717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1384758.250000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1384758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1384780.750000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1384781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1384804.875000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1384805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1384830.625000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1384831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1384852.375000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1384852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1384872.250000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1384872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1384887.250000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1384887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1384901.250000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1384901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1384905.125000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1384905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1384914.250000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1384914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1384920.250000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1384920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1384919.250000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1384919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1384923.500000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1384924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1384925.750000 Penalty: 3031.119629
	Iteration 29Q: 3 clusters Score -1384926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1384925.750000 Penalty: 3031.119629
	Iteration 30F: 3 clusters Score -1384926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -36734.363281 Penalty: 958.733337
	Iteration 0F: 2 clusters Score -36734.36 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 180 members 
Entering Unmasked Estep 
Score: -35881.800781 Penalty: 1917.466675
	Iteration 0F: 3 clusters Score -35881.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36083.351562 Penalty: 1917.466675
	Iteration 1F: 3 clusters Score -36083.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36126.558594 Penalty: 1917.466675
	Iteration 2F: 3 clusters Score -36126.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36151.468750 Penalty: 1917.466675
	Iteration 3Q: 3 clusters Score -36151.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36165.085938 Penalty: 1917.466675
	Iteration 4Q: 3 clusters Score -36165.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36172.148438 Penalty: 1917.466675
	Iteration 5Q: 3 clusters Score -36172.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36174.789062 Penalty: 1917.466675
	Iteration 6Q: 3 clusters Score -36174.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36181.628906 Penalty: 1917.466675
	Iteration 7Q: 3 clusters Score -36181.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36190.859375 Penalty: 1917.466675
	Iteration 8Q: 3 clusters Score -36190.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36193.812500 Penalty: 1917.466675
	Iteration 9Q: 3 clusters Score -36193.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36195.726562 Penalty: 1917.466675
	Iteration 10Q: 3 clusters Score -36195.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36199.734375 Penalty: 1917.466675
	Iteration 11Q: 3 clusters Score -36199.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36205.671875 Penalty: 1917.466675
	Iteration 12Q: 3 clusters Score -36205.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36205.671875 Penalty: 1917.466675
	Iteration 13F: 3 clusters Score -36205.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -375489.375000 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -375489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -372589.343750 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -372589.3 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -373286.906250 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -373286.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -373437.250000 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -373437.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -373556.406250 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -373556.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -373623.375000 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -373623.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -373675.750000 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -373675.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -373719.437500 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -373719.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -373759.750000 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -373759.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -373792.656250 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -373792.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -373828.343750 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -373828.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -373871.437500 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -373871.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -373908.218750 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -373908.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -373945.343750 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -373945.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -373977.968750 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -373978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -374003.062500 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -374003.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -374037.656250 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -374037.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -374064.218750 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -374064.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -374082.625000 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -374082.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -374106.062500 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -374106.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -374129.468750 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -374129.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -374152.875000 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -374152.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -374168.000000 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -374168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -374182.375000 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -374182.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -374193.437500 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -374193.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -374204.562500 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -374204.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -374217.062500 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -374217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -374228.906250 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -374228.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -374240.281250 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -374240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -374244.906250 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -374244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -374247.343750 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -374247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -374249.156250 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -374249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -374249.312500 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -374249.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -374249.312500 Penalty: 2631.069336
	Iteration 32F: 3 clusters Score -374249.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20062 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11232 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440604.000000 Penalty: 36308.777344
Iteration 494F: 19 clusters Score -2.94406e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19917 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 21298 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 138149 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 11222 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440968.000000 Penalty: 36308.777344
Iteration 495Q: 19 clusters Score -2.944097e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19823 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 21381 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 6053 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 138074 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 11215 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440936.000000 Penalty: 36308.777344
Iteration 496Q: 19 clusters Score -2.944094e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 19752 members 
Mstep: Class 3 contains 14070 members 
Mstep: Class 4 contains 21426 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 138037 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440990.000000 Penalty: 36308.777344
Iteration 497Q: 19 clusters Score -2.944099e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 19712 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 21471 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 137984 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441074.000000 Penalty: 36308.777344
Iteration 498Q: 19 clusters Score -2.944107e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 19675 members 
Mstep: Class 3 contains 14085 members 
Mstep: Class 4 contains 21505 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 137949 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441104.000000 Penalty: 36308.777344
Iteration 499Q: 19 clusters Score -2.94411e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 21530 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 106 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 137933 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 11180 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441126.000000 Penalty: 36308.777344
Iteration 500F: 19 clusters Score -2.944113e+07 nChanged 144
Maximum iterations exceeded
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88360088.000000 Penalty: 39522.218750
21->19 Clusters: Score -88360088.000000, best is -88350312.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 11757 members 
Mstep: Class 4 contains 11626 members 
Mstep: Class 5 contains 11675 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 11751 members 
Mstep: Class 8 contains 11644 members 
Mstep: Class 9 contains 11659 members 
Mstep: Class 10 contains 11861 members 
Mstep: Class 11 contains 11651 members 
Mstep: Class 12 contains 11803 members 
Mstep: Class 13 contains 11801 members 
Mstep: Class 14 contains 11621 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 11712 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 11845 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 21 contains 11625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 136.741013 but Gain 2017.156250
Score: -28364056.000000 Penalty: 40343.085938
Iteration 0F: 21 clusters Score -2.836406e+07 nChanged 232961
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 103816 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 19 contains 57935 members 
Mstep: Class 20 contains 17055 members 
Mstep: Class 21 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 785.268921 but Gain 2017.152344
Score: -29175340.000000 Penalty: 38325.933594
Iteration 1F: 20 clusters Score -2.917534e+07 nChanged 63043
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 7 contains 4790 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 1883 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 9649 members 
Mstep: Class 16 contains 115697 members 
Mstep: Class 17 contains 555 members 
Mstep: Class 19 contains 64915 members 
Mstep: Class 20 contains 11541 members 
Mstep: Class 21 contains 13526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1137.005005 but Gain 2017.156250
Score: -29270044.000000 Penalty: 36308.777344
Iteration 2F: 19 clusters Score -2.927004e+07 nChanged 42272
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 785 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 686 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 1113 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 124172 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 19 contains 65427 members 
Mstep: Class 20 contains 8070 members 
Mstep: Class 21 contains 12847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1027.902100 but Gain 2017.152344
Score: -29322614.000000 Penalty: 34291.625000
Iteration 3F: 18 clusters Score -2.932261e+07 nChanged 31990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 15 contains 6363 members 
Mstep: Class 16 contains 130721 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 19 contains 64428 members 
Mstep: Class 20 contains 5983 members 
Mstep: Class 21 contains 11898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 884.910034 but Gain 2017.154297
Score: -29354590.000000 Penalty: 32274.470703
Iteration 4F: 17 clusters Score -2.935459e+07 nChanged 23597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 7 contains 7562 members 
Mstep: Class 8 contains 10442 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 135397 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 19 contains 62717 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 11072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1012.299255 but Gain 2017.156250
Score: -29375434.000000 Penalty: 30257.314453
Iteration 5F: 16 clusters Score -2.937543e+07 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 3 contains 1199 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 7 contains 7644 members 
Mstep: Class 8 contains 11072 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 11 contains 418 members 
Mstep: Class 12 contains 962 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 139357 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 19 contains 60637 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 10823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1424.373413 but Gain 2017.154297
Score: -29389632.000000 Penalty: 28240.160156
Iteration 6F: 15 clusters Score -2.938963e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 11548 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 11 contains 416 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 15 contains 6004 members 
Mstep: Class 16 contains 142590 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 19 contains 57135 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 11045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1382.910645 but Gain 2017.154297
Score: -29399606.000000 Penalty: 26223.005859
Iteration 7F: 14 clusters Score -2.939961e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 7 contains 7729 members 
Mstep: Class 8 contains 12268 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 145573 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1889.972534 but Gain 2017.154297
Score: -29406798.000000 Penalty: 24205.851562
Iteration 8Q: 13 clusters Score -2.94068e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 2181 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 148095 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 19 contains 50551 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 12067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29412028.000000 Penalty: 24205.851562
Iteration 9Q: 13 clusters Score -2.941203e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1552 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 7 contains 8139 members 
Mstep: Class 8 contains 12903 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 149450 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 19 contains 47986 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 12540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414394.000000 Penalty: 24205.851562
Iteration 10Q: 13 clusters Score -2.941439e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 13156 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 150387 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 19 contains 45789 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415970.000000 Penalty: 24205.851562
Iteration 11Q: 13 clusters Score -2.941597e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 13366 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6604 members 
Mstep: Class 16 contains 151153 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 19 contains 43903 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 13349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417156.000000 Penalty: 24205.851562
Iteration 12Q: 13 clusters Score -2.941716e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 13480 members 
Mstep: Class 9 contains 456 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 151689 members 
Mstep: Class 17 contains 1225 members 
Mstep: Class 19 contains 42323 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 13685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417888.000000 Penalty: 24205.851562
Iteration 13Q: 13 clusters Score -2.941789e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 13475 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 152110 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 40966 members 
Mstep: Class 20 contains 3462 members 
Mstep: Class 21 contains 13980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418550.000000 Penalty: 24205.851562
Iteration 14Q: 13 clusters Score -2.941855e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 13403 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 152437 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 19 contains 39785 members 
Mstep: Class 20 contains 3695 members 
Mstep: Class 21 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419090.000000 Penalty: 24205.851562
Iteration 15Q: 13 clusters Score -2.941909e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 7 contains 8714 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6792 members 
Mstep: Class 16 contains 152679 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 19 contains 38770 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 14411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419390.000000 Penalty: 24205.851562
Iteration 16Q: 13 clusters Score -2.941939e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 13195 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 152840 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 19 contains 37911 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419852.000000 Penalty: 24205.851562
Iteration 17Q: 13 clusters Score -2.941985e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 13088 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 152961 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 4274 members 
Mstep: Class 21 contains 14706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420190.000000 Penalty: 24205.851562
Iteration 18Q: 13 clusters Score -2.942019e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 12958 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 153033 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 19 contains 36543 members 
Mstep: Class 20 contains 4435 members 
Mstep: Class 21 contains 14792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420534.000000 Penalty: 24205.851562
Iteration 19Q: 13 clusters Score -2.942053e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 2319 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 7 contains 9629 members 
Mstep: Class 8 contains 12853 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 153121 members 
Mstep: Class 17 contains 1206 members 
Mstep: Class 19 contains 36011 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 14879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420932.000000 Penalty: 24205.851562
Iteration 20F: 13 clusters Score -2.942093e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 12763 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6784 members 
Mstep: Class 16 contains 153142 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 21 contains 14957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421210.000000 Penalty: 24205.851562
Iteration 21Q: 13 clusters Score -2.942121e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 12693 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 153142 members 
Mstep: Class 17 contains 1205 members 
Mstep: Class 19 contains 35227 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421450.000000 Penalty: 24205.851562
Iteration 22Q: 13 clusters Score -2.942145e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 7 contains 10193 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 153134 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 19 contains 34907 members 
Mstep: Class 20 contains 4924 members 
Mstep: Class 21 contains 15072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421604.000000 Penalty: 24205.851562
Iteration 23Q: 13 clusters Score -2.94216e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 7 contains 10342 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 153106 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 19 contains 34632 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 15118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421774.000000 Penalty: 24205.851562
Iteration 24Q: 13 clusters Score -2.942177e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2518 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 12466 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 153061 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 19 contains 34404 members 
Mstep: Class 20 contains 5139 members 
Mstep: Class 21 contains 15144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421990.000000 Penalty: 24205.851562
Iteration 25Q: 13 clusters Score -2.942199e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2543 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 153007 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 19 contains 34214 members 
Mstep: Class 20 contains 5235 members 
Mstep: Class 21 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422090.000000 Penalty: 24205.851562
Iteration 26Q: 13 clusters Score -2.942209e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 12309 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 152961 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 19 contains 34035 members 
Mstep: Class 20 contains 5337 members 
Mstep: Class 21 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422210.000000 Penalty: 24205.851562
Iteration 27Q: 13 clusters Score -2.942221e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 7 contains 10860 members 
Mstep: Class 8 contains 12239 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 152925 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 19 contains 33883 members 
Mstep: Class 20 contains 5421 members 
Mstep: Class 21 contains 15182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422158.000000 Penalty: 24205.851562
Iteration 28Q: 13 clusters Score -2.942216e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 12195 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 152912 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 19 contains 33737 members 
Mstep: Class 20 contains 5482 members 
Mstep: Class 21 contains 15187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422230.000000 Penalty: 24205.851562
Iteration 29Q: 13 clusters Score -2.942223e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 7 contains 11030 members 
Mstep: Class 8 contains 12144 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 152892 members 
Mstep: Class 17 contains 1201 members 
Mstep: Class 19 contains 33602 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 15183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422278.000000 Penalty: 24205.851562
Iteration 30Q: 13 clusters Score -2.942228e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 12110 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 152867 members 
Mstep: Class 17 contains 1201 members 
Mstep: Class 19 contains 33463 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 15187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422342.000000 Penalty: 24205.851562
Iteration 31Q: 13 clusters Score -2.942234e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 12085 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6844 members 
Mstep: Class 16 contains 152863 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 19 contains 33341 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 15176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422302.000000 Penalty: 24205.851562
Iteration 32Q: 13 clusters Score -2.94223e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 7 contains 11193 members 
Mstep: Class 8 contains 12066 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 152854 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 19 contains 33237 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422332.000000 Penalty: 24205.851562
Iteration 33Q: 13 clusters Score -2.942233e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6865 members 
Mstep: Class 16 contains 152850 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 19 contains 33132 members 
Mstep: Class 20 contains 5772 members 
Mstep: Class 21 contains 15172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422368.000000 Penalty: 24205.851562
Iteration 34Q: 13 clusters Score -2.942237e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 8 contains 12016 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6867 members 
Mstep: Class 16 contains 152839 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 19 contains 33037 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422426.000000 Penalty: 24205.851562
Iteration 35Q: 13 clusters Score -2.942243e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 7 contains 11294 members 
Mstep: Class 8 contains 12005 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 152838 members 
Mstep: Class 17 contains 1197 members 
Mstep: Class 19 contains 32939 members 
Mstep: Class 20 contains 5895 members 
Mstep: Class 21 contains 15172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422468.000000 Penalty: 24205.851562
Iteration 36Q: 13 clusters Score -2.942247e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 7 contains 11315 members 
Mstep: Class 8 contains 11976 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 19 contains 32858 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422434.000000 Penalty: 24205.851562
Iteration 37Q: 13 clusters Score -2.942243e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 7 contains 11320 members 
Mstep: Class 8 contains 11971 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6850 members 
Mstep: Class 16 contains 152847 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 19 contains 32780 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 15172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422412.000000 Penalty: 24205.851562
Iteration 38Q: 13 clusters Score -2.942241e+07 nChanged 204
Entering ConstructFrom: 
Score: -29422412.000000 Penalty: 24205.851562
Entering ConstructFrom: 
Trying to split cluster 4 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -307976.875000 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -307976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305477.281250 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -305477.3 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -306060.187500 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -306060.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -306223.687500 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -306223.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306338.000000 Penalty: 2571.418457
	Iteration 3F: 3 clusters Score -306338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -306435.468750 Penalty: 2571.418457
	Iteration 4Q: 3 clusters Score -306435.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -306561.500000 Penalty: 2571.418457
	Iteration 5F: 3 clusters Score -306561.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -306683.437500 Penalty: 2571.418457
	Iteration 6F: 3 clusters Score -306683.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306788.343750 Penalty: 2571.418457
	Iteration 7Q: 3 clusters Score -306788.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -306881.906250 Penalty: 2571.418457
	Iteration 8Q: 3 clusters Score -306881.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -306970.218750 Penalty: 2571.418457
	Iteration 9Q: 3 clusters Score -306970.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -307052.750000 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -307052.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -307095.781250 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -307095.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -307129.968750 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -307130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -307147.531250 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -307147.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -307157.218750 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -307157.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307164.468750 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -307164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307169.000000 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -307169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -307172.312500 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -307172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -307173.312500 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -307173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -307174.687500 Penalty: 2571.418457
	Iteration 19Q: 3 clusters Score -307174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -307175.562500 Penalty: 2571.418457
	Iteration 20F: 3 clusters Score -307175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -307175.437500 Penalty: 2571.418457
	Iteration 21Q: 3 clusters Score -307175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -307175.500000 Penalty: 2571.418457
	Iteration 22Q: 3 clusters Score -307175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -307176.218750 Penalty: 2571.418457
	Iteration 23Q: 3 clusters Score -307176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -307176.218750 Penalty: 2571.418457
	Iteration 24F: 3 clusters Score -307176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -510166.375000 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -510166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -506657.250000 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -506657.2 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -507583.937500 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -507583.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -507755.187500 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -507755.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -507858.718750 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -507858.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -507940.531250 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -507940.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -507992.906250 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -507992.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -508041.562500 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -508041.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -508089.656250 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -508089.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -508133.156250 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -508133.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -508179.468750 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -508179.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -508230.937500 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -508230.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -508297.843750 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -508297.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -508361.937500 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -508361.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -508424.437500 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -508424.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -508480.468750 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -508480.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -508530.687500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -508530.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -508596.718750 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -508596.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -508686.906250 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -508686.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -508810.593750 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -508810.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -509098.750000 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -509098.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -509835.156250 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -509835.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -510167.875000 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -510167.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -510312.718750 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -510312.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -510429.250000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -510429.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -510500.281250 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -510500.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -510551.843750 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -510551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -510581.281250 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -510581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -510589.062500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -510589.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -510598.593750 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -510598.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -510606.250000 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -510606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -510611.687500 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -510611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -510614.343750 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -510614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -510615.343750 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -510615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -510615.687500 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -510615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -510615.156250 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -510615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -510616.375000 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -510616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -510616.156250 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -510616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -510617.656250 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -510617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -510617.968750 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -510618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -510619.562500 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -510619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -510620.031250 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -510620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -510621.875000 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -510621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -510623.781250 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -510623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -510624.343750 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -510624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -510624.343750 Penalty: 2718.389404
	Iteration 44F: 3 clusters Score -510624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 32697 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 15170 members 
Entering Unmasked Estep 
Score: -29422260.000000 Penalty: 26223.005859
Splitting cluster 5 changes total score from -29422412.000000 to -29422260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Entering Unmasked Estep 
Score: -1323366.625000 Penalty: 1517.086304
	Iteration 0F: 2 clusters Score -1323367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1315410.625000 Penalty: 3034.172607
	Iteration 0F: 3 clusters Score -1315411 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1317993.125000 Penalty: 3034.172607
	Iteration 1F: 3 clusters Score -1317993 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1318212.500000 Penalty: 3034.172607
	Iteration 2F: 3 clusters Score -1318212 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1318393.000000 Penalty: 3034.172607
	Iteration 3Q: 3 clusters Score -1318393 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1318536.750000 Penalty: 3034.172607
	Iteration 4Q: 3 clusters Score -1318537 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1318670.750000 Penalty: 3034.172607
	Iteration 5Q: 3 clusters Score -1318671 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1318803.750000 Penalty: 3034.172607
	Iteration 6Q: 3 clusters Score -1318804 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1318939.625000 Penalty: 3034.172607
	Iteration 7Q: 3 clusters Score -1318940 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1319089.125000 Penalty: 3034.172607
	Iteration 8Q: 3 clusters Score -1319089 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1319273.375000 Penalty: 3034.172607
	Iteration 9Q: 3 clusters Score -1319273 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1319484.125000 Penalty: 3034.172607
	Iteration 10Q: 3 clusters Score -1319484 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1319761.250000 Penalty: 3034.172607
	Iteration 11Q: 3 clusters Score -1319761 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1320114.125000 Penalty: 3034.172607
	Iteration 12Q: 3 clusters Score -1320114 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1320551.625000 Penalty: 3034.172607
	Iteration 13Q: 3 clusters Score -1320552 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1320979.750000 Penalty: 3034.172607
	Iteration 14Q: 3 clusters Score -1320980 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1321353.500000 Penalty: 3034.172607
	Iteration 15Q: 3 clusters Score -1321354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1321670.500000 Penalty: 3034.172607
	Iteration 16Q: 3 clusters Score -1321670 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1321914.125000 Penalty: 3034.172607
	Iteration 17Q: 3 clusters Score -1321914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1322095.750000 Penalty: 3034.172607
	Iteration 18Q: 3 clusters Score -1322096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1322224.000000 Penalty: 3034.172607
	Iteration 19Q: 3 clusters Score -1322224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1322298.875000 Penalty: 3034.172607
	Iteration 20F: 3 clusters Score -1322299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1322339.000000 Penalty: 3034.172607
	Iteration 21Q: 3 clusters Score -1322339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1322361.875000 Penalty: 3034.172607
	Iteration 22Q: 3 clusters Score -1322362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1322381.250000 Penalty: 3034.172607
	Iteration 23Q: 3 clusters Score -1322381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1322390.750000 Penalty: 3034.172607
	Iteration 24Q: 3 clusters Score -1322391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1322403.625000 Penalty: 3034.172607
	Iteration 25Q: 3 clusters Score -1322404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1322413.250000 Penalty: 3034.172607
	Iteration 26Q: 3 clusters Score -1322413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1322416.875000 Penalty: 3034.172607
	Iteration 27Q: 3 clusters Score -1322417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1322420.625000 Penalty: 3034.172607
	Iteration 28Q: 3 clusters Score -1322421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1322423.250000 Penalty: 3034.172607
	Iteration 29Q: 3 clusters Score -1322423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1322425.500000 Penalty: 3034.172607
	Iteration 30Q: 3 clusters Score -1322426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1322425.500000 Penalty: 3034.172607
	Iteration 31F: 3 clusters Score -1322426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -1438684.875000 Penalty: 1525.765015
	Iteration 0F: 2 clusters Score -1438685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1430229.375000 Penalty: 3051.530029
	Iteration 0F: 3 clusters Score -1430229 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1433015.375000 Penalty: 3051.530029
	Iteration 1F: 3 clusters Score -1433015 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1433365.000000 Penalty: 3051.530029
	Iteration 2F: 3 clusters Score -1433365 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1433740.750000 Penalty: 3051.530029
	Iteration 3F: 3 clusters Score -1433741 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1434204.125000 Penalty: 3051.530029
	Iteration 4F: 3 clusters Score -1434204 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1434755.875000 Penalty: 3051.530029
	Iteration 5F: 3 clusters Score -1434756 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1435289.875000 Penalty: 3051.530029
	Iteration 6F: 3 clusters Score -1435290 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1435739.875000 Penalty: 3051.530029
	Iteration 7F: 3 clusters Score -1435740 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1436023.750000 Penalty: 3051.530029
	Iteration 8Q: 3 clusters Score -1436024 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1436192.625000 Penalty: 3051.530029
	Iteration 9Q: 3 clusters Score -1436193 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1436296.500000 Penalty: 3051.530029
	Iteration 10Q: 3 clusters Score -1436296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1436375.750000 Penalty: 3051.530029
	Iteration 11Q: 3 clusters Score -1436376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1436429.500000 Penalty: 3051.530029
	Iteration 12Q: 3 clusters Score -1436430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1436471.125000 Penalty: 3051.530029
	Iteration 13Q: 3 clusters Score -1436471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1436510.375000 Penalty: 3051.530029
	Iteration 14Q: 3 clusters Score -1436510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1436537.250000 Penalty: 3051.530029
	Iteration 15Q: 3 clusters Score -1436537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1436577.125000 Penalty: 3051.530029
	Iteration 16Q: 3 clusters Score -1436577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1436600.875000 Penalty: 3051.530029
	Iteration 17Q: 3 clusters Score -1436601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1436636.750000 Penalty: 3051.530029
	Iteration 18Q: 3 clusters Score -1436637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1436668.125000 Penalty: 3051.530029
	Iteration 19Q: 3 clusters Score -1436668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1436712.250000 Penalty: 3051.530029
	Iteration 20F: 3 clusters Score -1436712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1436753.750000 Penalty: 3051.530029
	Iteration 21Q: 3 clusters Score -1436754 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1436804.250000 Penalty: 3051.530029
	Iteration 22Q: 3 clusters Score -1436804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1436860.375000 Penalty: 3051.530029
	Iteration 23Q: 3 clusters Score -1436860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1436902.250000 Penalty: 3051.530029
	Iteration 24Q: 3 clusters Score -1436902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1436939.125000 Penalty: 3051.530029
	Iteration 25Q: 3 clusters Score -1436939 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1436981.375000 Penalty: 3051.530029
	Iteration 26Q: 3 clusters Score -1436981 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1437024.500000 Penalty: 3051.530029
	Iteration 27Q: 3 clusters Score -1437024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1437069.125000 Penalty: 3051.530029
	Iteration 28Q: 3 clusters Score -1437069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1437095.125000 Penalty: 3051.530029
	Iteration 29Q: 3 clusters Score -1437095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1437134.500000 Penalty: 3051.530029
	Iteration 30Q: 3 clusters Score -1437134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1437161.750000 Penalty: 3051.530029
	Iteration 31Q: 3 clusters Score -1437162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1437202.375000 Penalty: 3051.530029
	Iteration 32Q: 3 clusters Score -1437202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1437229.125000 Penalty: 3051.530029
	Iteration 33Q: 3 clusters Score -1437229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1437257.500000 Penalty: 3051.530029
	Iteration 34Q: 3 clusters Score -1437258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1437284.375000 Penalty: 3051.530029
	Iteration 35Q: 3 clusters Score -1437284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1437317.625000 Penalty: 3051.530029
	Iteration 36Q: 3 clusters Score -1437318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1437336.000000 Penalty: 3051.530029
	Iteration 37Q: 3 clusters Score -1437336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1437361.125000 Penalty: 3051.530029
	Iteration 38Q: 3 clusters Score -1437361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1437382.875000 Penalty: 3051.530029
	Iteration 39Q: 3 clusters Score -1437383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1437403.750000 Penalty: 3051.530029
	Iteration 40F: 3 clusters Score -1437404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1437418.500000 Penalty: 3051.530029
	Iteration 41Q: 3 clusters Score -1437418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1437433.500000 Penalty: 3051.530029
	Iteration 42Q: 3 clusters Score -1437434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1437441.625000 Penalty: 3051.530029
	Iteration 43Q: 3 clusters Score -1437442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1437454.250000 Penalty: 3051.530029
	Iteration 44Q: 3 clusters Score -1437454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1437462.000000 Penalty: 3051.530029
	Iteration 45Q: 3 clusters Score -1437462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1437468.750000 Penalty: 3051.530029
	Iteration 46Q: 3 clusters Score -1437469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1437473.625000 Penalty: 3051.530029
	Iteration 47Q: 3 clusters Score -1437474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1437477.500000 Penalty: 3051.530029
	Iteration 48Q: 3 clusters Score -1437478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1437477.875000 Penalty: 3051.530029
	Iteration 49Q: 3 clusters Score -1437478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1437479.500000 Penalty: 3051.530029
	Iteration 50Q: 3 clusters Score -1437480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1437482.750000 Penalty: 3051.530029
	Iteration 51Q: 3 clusters Score -1437483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1437489.125000 Penalty: 3051.530029
	Iteration 52Q: 3 clusters Score -1437489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1437496.875000 Penalty: 3051.530029
	Iteration 53Q: 3 clusters Score -1437497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1437497.125000 Penalty: 3051.530029
	Iteration 54Q: 3 clusters Score -1437497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1437500.625000 Penalty: 3051.530029
	Iteration 55Q: 3 clusters Score -1437501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1437503.500000 Penalty: 3051.530029
	Iteration 56Q: 3 clusters Score -1437504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1437501.500000 Penalty: 3051.530029
	Iteration 57Q: 3 clusters Score -1437502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1437502.750000 Penalty: 3051.530029
	Iteration 58Q: 3 clusters Score -1437503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1437502.750000 Penalty: 3051.530029
	Iteration 59Q: 3 clusters Score -1437503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1437504.000000 Penalty: 3051.530029
	Iteration 60F: 3 clusters Score -1437504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1437503.250000 Penalty: 3051.530029
	Iteration 61Q: 3 clusters Score -1437503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1437503.250000 Penalty: 3051.530029
	Iteration 62F: 3 clusters Score -1437503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -45483.914062 Penalty: 991.665771
	Iteration 0F: 2 clusters Score -45483.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44552.320312 Penalty: 1983.331543
	Iteration 0F: 3 clusters Score -44552.32 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44792.617188 Penalty: 1983.331543
	Iteration 1F: 3 clusters Score -44792.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44861.851562 Penalty: 1983.331543
	Iteration 2F: 3 clusters Score -44861.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44940.375000 Penalty: 1983.331543
	Iteration 3Q: 3 clusters Score -44940.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44962.265625 Penalty: 1983.331543
	Iteration 4Q: 3 clusters Score -44962.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44970.503906 Penalty: 1983.331543
	Iteration 5Q: 3 clusters Score -44970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44980.007812 Penalty: 1983.331543
	Iteration 6Q: 3 clusters Score -44980.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44983.714844 Penalty: 1983.331543
	Iteration 7Q: 3 clusters Score -44983.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44988.160156 Penalty: 1983.331543
	Iteration 8Q: 3 clusters Score -44988.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44988.160156 Penalty: 1983.331543
	Iteration 9F: 3 clusters Score -44988.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56345.453125 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -56345.45 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 208 members 
Entering Unmasked Estep 
Score: -55433.757812 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -55433.76 nChanged 107
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: -56189.914062 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -56189.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56531.304688 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -56531.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56664.847656 Penalty: 1958.406494
	Iteration 3F: 3 clusters Score -56664.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56724.703125 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -56724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56747.464844 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -56747.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56764.121094 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -56764.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56773.667969 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -56773.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56777.859375 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -56777.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56777.859375 Penalty: 1958.406494
	Iteration 9F: 3 clusters Score -56777.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 32697 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 15170 members 
Entering Unmasked Estep 
Score: -29421826.000000 Penalty: 26223.005859
Splitting cluster 11 changes total score from -29422412.000000 to -29421826.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -850214.375000 Penalty: 1435.224243
	Iteration 0F: 2 clusters Score -850214.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -845051.375000 Penalty: 2870.448486
	Iteration 0F: 3 clusters Score -845051.4 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -846607.250000 Penalty: 2870.448486
	Iteration 1F: 3 clusters Score -846607.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -846845.000000 Penalty: 2870.448486
	Iteration 2F: 3 clusters Score -846845 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -846999.625000 Penalty: 2870.448486
	Iteration 3Q: 3 clusters Score -846999.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -847135.875000 Penalty: 2870.448486
	Iteration 4Q: 3 clusters Score -847135.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -847250.312500 Penalty: 2870.448486
	Iteration 5Q: 3 clusters Score -847250.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -847374.625000 Penalty: 2870.448486
	Iteration 6Q: 3 clusters Score -847374.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -847515.125000 Penalty: 2870.448486
	Iteration 7Q: 3 clusters Score -847515.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -847671.062500 Penalty: 2870.448486
	Iteration 8Q: 3 clusters Score -847671.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -847834.500000 Penalty: 2870.448486
	Iteration 9Q: 3 clusters Score -847834.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -847972.812500 Penalty: 2870.448486
	Iteration 10Q: 3 clusters Score -847972.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -848100.000000 Penalty: 2870.448486
	Iteration 11Q: 3 clusters Score -848100 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -848224.312500 Penalty: 2870.448486
	Iteration 12Q: 3 clusters Score -848224.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -848350.062500 Penalty: 2870.448486
	Iteration 13Q: 3 clusters Score -848350.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -848457.750000 Penalty: 2870.448486
	Iteration 14Q: 3 clusters Score -848457.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -848559.312500 Penalty: 2870.448486
	Iteration 15Q: 3 clusters Score -848559.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -848633.812500 Penalty: 2870.448486
	Iteration 16Q: 3 clusters Score -848633.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -848682.187500 Penalty: 2870.448486
	Iteration 17Q: 3 clusters Score -848682.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -848723.375000 Penalty: 2870.448486
	Iteration 18Q: 3 clusters Score -848723.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -848754.187500 Penalty: 2870.448486
	Iteration 19Q: 3 clusters Score -848754.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -848782.187500 Penalty: 2870.448486
	Iteration 20F: 3 clusters Score -848782.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -848803.312500 Penalty: 2870.448486
	Iteration 21Q: 3 clusters Score -848803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -848822.500000 Penalty: 2870.448486
	Iteration 22Q: 3 clusters Score -848822.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -848843.875000 Penalty: 2870.448486
	Iteration 23Q: 3 clusters Score -848843.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -848871.250000 Penalty: 2870.448486
	Iteration 24Q: 3 clusters Score -848871.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -848894.125000 Penalty: 2870.448486
	Iteration 25Q: 3 clusters Score -848894.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -848914.000000 Penalty: 2870.448486
	Iteration 26Q: 3 clusters Score -848914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -848924.687500 Penalty: 2870.448486
	Iteration 27Q: 3 clusters Score -848924.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -848935.125000 Penalty: 2870.448486
	Iteration 28Q: 3 clusters Score -848935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -848942.687500 Penalty: 2870.448486
	Iteration 29Q: 3 clusters Score -848942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -848950.312500 Penalty: 2870.448486
	Iteration 30Q: 3 clusters Score -848950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -848952.625000 Penalty: 2870.448486
	Iteration 31Q: 3 clusters Score -848952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -848954.250000 Penalty: 2870.448486
	Iteration 32Q: 3 clusters Score -848954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -848956.750000 Penalty: 2870.448486
	Iteration 33Q: 3 clusters Score -848956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -848956.750000 Penalty: 2870.448486
	Iteration 34F: 3 clusters Score -848956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (152851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Entering Unmasked Estep 
Score: -18533928.000000 Penalty: 1939.797974
	Iteration 0F: 2 clusters Score -1.853393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -18439126.000000 Penalty: 3879.595947
	Iteration 0F: 3 clusters Score -1.843913e+07 nChanged 73527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -18482566.000000 Penalty: 3879.595947
	Iteration 1F: 3 clusters Score -1.848257e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -18483898.000000 Penalty: 3879.595947
	Iteration 2Q: 3 clusters Score -1.84839e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -18485776.000000 Penalty: 3879.595947
	Iteration 3Q: 3 clusters Score -1.848578e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -18489214.000000 Penalty: 3879.595947
	Iteration 4Q: 3 clusters Score -1.848921e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -18494778.000000 Penalty: 3879.595947
	Iteration 5F: 3 clusters Score -1.849478e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -18501794.000000 Penalty: 3879.595947
	Iteration 6F: 3 clusters Score -1.850179e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -18510124.000000 Penalty: 3879.595947
	Iteration 7F: 3 clusters Score -1.851012e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -18518000.000000 Penalty: 3879.595947
	Iteration 8F: 3 clusters Score -1.8518e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -18524330.000000 Penalty: 3879.595947
	Iteration 9F: 3 clusters Score -1.852433e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -18528024.000000 Penalty: 3879.595947
	Iteration 10Q: 3 clusters Score -1.852802e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -18529950.000000 Penalty: 3879.595947
	Iteration 11Q: 3 clusters Score -1.852995e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18530886.000000 Penalty: 3879.595947
	Iteration 12Q: 3 clusters Score -1.853089e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151701 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -18531342.000000 Penalty: 3879.595947
	Iteration 13Q: 3 clusters Score -1.853134e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18531648.000000 Penalty: 3879.595947
	Iteration 14Q: 3 clusters Score -1.853165e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18531844.000000 Penalty: 3879.595947
	Iteration 15Q: 3 clusters Score -1.853184e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -18531932.000000 Penalty: 3879.595947
	Iteration 16Q: 3 clusters Score -1.853193e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18531990.000000 Penalty: 3879.595947
	Iteration 17Q: 3 clusters Score -1.853199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -18532004.000000 Penalty: 3879.595947
	Iteration 18Q: 3 clusters Score -1.8532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -18532052.000000 Penalty: 3879.595947
	Iteration 19Q: 3 clusters Score -1.853205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -18532086.000000 Penalty: 3879.595947
	Iteration 20F: 3 clusters Score -1.853209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18532102.000000 Penalty: 3879.595947
	Iteration 21Q: 3 clusters Score -1.85321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18532096.000000 Penalty: 3879.595947
	Iteration 22Q: 3 clusters Score -1.85321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18532104.000000 Penalty: 3879.595947
	Iteration 23Q: 3 clusters Score -1.85321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18532108.000000 Penalty: 3879.595947
	Iteration 24Q: 3 clusters Score -1.853211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18532116.000000 Penalty: 3879.595947
	Iteration 25Q: 3 clusters Score -1.853212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18532122.000000 Penalty: 3879.595947
	Iteration 26Q: 3 clusters Score -1.853212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18532132.000000 Penalty: 3879.595947
	Iteration 27Q: 3 clusters Score -1.853213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18532142.000000 Penalty: 3879.595947
	Iteration 28Q: 3 clusters Score -1.853214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18532144.000000 Penalty: 3879.595947
	Iteration 29Q: 3 clusters Score -1.853214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18532138.000000 Penalty: 3879.595947
	Iteration 30Q: 3 clusters Score -1.853214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18532138.000000 Penalty: 3879.595947
	Iteration 31Q: 3 clusters Score -1.853214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18532152.000000 Penalty: 3879.595947
	Iteration 32Q: 3 clusters Score -1.853215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18532150.000000 Penalty: 3879.595947
	Iteration 33Q: 3 clusters Score -1.853215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -18532150.000000 Penalty: 3879.595947
	Iteration 34F: 3 clusters Score -1.853215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -137585.062500 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -137585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136033.171875 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -136033.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136306.750000 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -136306.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136387.578125 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -136387.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136423.156250 Penalty: 2302.645996
	Iteration 3Q: 3 clusters Score -136423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136441.890625 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -136441.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136455.406250 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -136455.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136469.703125 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -136469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136488.296875 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -136488.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136502.875000 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -136502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136509.875000 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -136509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136513.906250 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -136513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136519.343750 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -136519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136522.328125 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -136522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136528.734375 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -136528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136537.656250 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -136537.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136548.390625 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -136548.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136560.875000 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -136560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -136570.375000 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -136570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136584.484375 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -136584.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -136595.562500 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -136595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136607.421875 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -136607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136612.375000 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -136612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136617.437500 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -136617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -136625.375000 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -136625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136631.984375 Penalty: 2302.645996
	Iteration 24Q: 3 clusters Score -136632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136634.343750 Penalty: 2302.645996
	Iteration 25Q: 3 clusters Score -136634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136638.093750 Penalty: 2302.645996
	Iteration 26Q: 3 clusters Score -136638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136644.156250 Penalty: 2302.645996
	Iteration 27Q: 3 clusters Score -136644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136647.468750 Penalty: 2302.645996
	Iteration 28Q: 3 clusters Score -136647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136652.843750 Penalty: 2302.645996
	Iteration 29Q: 3 clusters Score -136652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136660.328125 Penalty: 2302.645996
	Iteration 30Q: 3 clusters Score -136660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136665.562500 Penalty: 2302.645996
	Iteration 31Q: 3 clusters Score -136665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136669.078125 Penalty: 2302.645996
	Iteration 32Q: 3 clusters Score -136669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136670.890625 Penalty: 2302.645996
	Iteration 33Q: 3 clusters Score -136670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136674.015625 Penalty: 2302.645996
	Iteration 34Q: 3 clusters Score -136674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136675.156250 Penalty: 2302.645996
	Iteration 35Q: 3 clusters Score -136675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136675.156250 Penalty: 2302.645996
	Iteration 36F: 3 clusters Score -136675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Entering Unmasked Estep 
Score: -3976303.000000 Penalty: 1689.193726
	Iteration 0F: 2 clusters Score -3976303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3954413.500000 Penalty: 3378.387451
	Iteration 0F: 3 clusters Score -3954414 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3963359.500000 Penalty: 3378.387451
	Iteration 1F: 3 clusters Score -3963360 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3964685.250000 Penalty: 3378.387451
	Iteration 2F: 3 clusters Score -3964685 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3966938.750000 Penalty: 3378.387451
	Iteration 3F: 3 clusters Score -3966939 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3969513.750000 Penalty: 3378.387451
	Iteration 4F: 3 clusters Score -3969514 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3972146.750000 Penalty: 3378.387451
	Iteration 5F: 3 clusters Score -3972147 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3974784.500000 Penalty: 3378.387451
	Iteration 6F: 3 clusters Score -3974784 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3976933.750000 Penalty: 3378.387451
	Iteration 7F: 3 clusters Score -3976934 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3978085.000000 Penalty: 3378.387451
	Iteration 8Q: 3 clusters Score -3978085 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3978582.750000 Penalty: 3378.387451
	Iteration 9Q: 3 clusters Score -3978583 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3978790.000000 Penalty: 3378.387451
	Iteration 10Q: 3 clusters Score -3978790 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3978894.250000 Penalty: 3378.387451
	Iteration 11Q: 3 clusters Score -3978894 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3978943.000000 Penalty: 3378.387451
	Iteration 12Q: 3 clusters Score -3978943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3978975.000000 Penalty: 3378.387451
	Iteration 13Q: 3 clusters Score -3978975 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3978985.750000 Penalty: 3378.387451
	Iteration 14Q: 3 clusters Score -3978986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3978991.500000 Penalty: 3378.387451
	Iteration 15Q: 3 clusters Score -3978992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3979001.250000 Penalty: 3378.387451
	Iteration 16Q: 3 clusters Score -3979001 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3979008.250000 Penalty: 3378.387451
	Iteration 17Q: 3 clusters Score -3979008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3979008.500000 Penalty: 3378.387451
	Iteration 18Q: 3 clusters Score -3979008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3979006.500000 Penalty: 3378.387451
	Iteration 19Q: 3 clusters Score -3979006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3979008.000000 Penalty: 3378.387451
	Iteration 20F: 3 clusters Score -3979008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3979008.750000 Penalty: 3378.387451
	Iteration 21Q: 3 clusters Score -3979009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3979004.750000 Penalty: 3378.387451
	Iteration 22Q: 3 clusters Score -3979005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3979015.000000 Penalty: 3378.387451
	Iteration 23Q: 3 clusters Score -3979015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3979027.250000 Penalty: 3378.387451
	Iteration 24Q: 3 clusters Score -3979027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3979027.000000 Penalty: 3378.387451
	Iteration 25Q: 3 clusters Score -3979027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3979026.250000 Penalty: 3378.387451
	Iteration 26Q: 3 clusters Score -3979026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3979023.500000 Penalty: 3378.387451
	Iteration 27Q: 3 clusters Score -3979024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3979028.750000 Penalty: 3378.387451
	Iteration 28Q: 3 clusters Score -3979029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3979025.750000 Penalty: 3378.387451
	Iteration 29Q: 3 clusters Score -3979026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3979029.000000 Penalty: 3378.387451
	Iteration 30Q: 3 clusters Score -3979029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3979025.250000 Penalty: 3378.387451
	Iteration 31Q: 3 clusters Score -3979025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3979030.000000 Penalty: 3378.387451
	Iteration 32Q: 3 clusters Score -3979030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3979033.250000 Penalty: 3378.387451
	Iteration 33Q: 3 clusters Score -3979033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3979042.000000 Penalty: 3378.387451
	Iteration 34Q: 3 clusters Score -3979042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3979057.750000 Penalty: 3378.387451
	Iteration 35Q: 3 clusters Score -3979058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3979070.750000 Penalty: 3378.387451
	Iteration 36Q: 3 clusters Score -3979071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3979065.750000 Penalty: 3378.387451
	Iteration 37Q: 3 clusters Score -3979066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3979082.500000 Penalty: 3378.387451
	Iteration 38Q: 3 clusters Score -3979082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3979097.750000 Penalty: 3378.387451
	Iteration 39Q: 3 clusters Score -3979098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3979112.250000 Penalty: 3378.387451
	Iteration 40F: 3 clusters Score -3979112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3979126.000000 Penalty: 3378.387451
	Iteration 41Q: 3 clusters Score -3979126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3979143.500000 Penalty: 3378.387451
	Iteration 42Q: 3 clusters Score -3979144 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3979187.500000 Penalty: 3378.387451
	Iteration 43Q: 3 clusters Score -3979188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3979233.750000 Penalty: 3378.387451
	Iteration 44Q: 3 clusters Score -3979234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3979303.250000 Penalty: 3378.387451
	Iteration 45Q: 3 clusters Score -3979303 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3979377.000000 Penalty: 3378.387451
	Iteration 46Q: 3 clusters Score -3979377 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3979511.000000 Penalty: 3378.387451
	Iteration 47Q: 3 clusters Score -3979511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3979670.750000 Penalty: 3378.387451
	Iteration 48Q: 3 clusters Score -3979671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3979845.750000 Penalty: 3378.387451
	Iteration 49Q: 3 clusters Score -3979846 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3979994.250000 Penalty: 3378.387451
	Iteration 50Q: 3 clusters Score -3979994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3980061.000000 Penalty: 3378.387451
	Iteration 51Q: 3 clusters Score -3980061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3980090.000000 Penalty: 3378.387451
	Iteration 52Q: 3 clusters Score -3980090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3980118.000000 Penalty: 3378.387451
	Iteration 53Q: 3 clusters Score -3980118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3980117.750000 Penalty: 3378.387451
	Iteration 54Q: 3 clusters Score -3980118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3980123.750000 Penalty: 3378.387451
	Iteration 55Q: 3 clusters Score -3980124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3980135.500000 Penalty: 3378.387451
	Iteration 56Q: 3 clusters Score -3980136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3980132.250000 Penalty: 3378.387451
	Iteration 57Q: 3 clusters Score -3980132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3980130.500000 Penalty: 3378.387451
	Iteration 58Q: 3 clusters Score -3980130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3980132.000000 Penalty: 3378.387451
	Iteration 59Q: 3 clusters Score -3980132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3980129.500000 Penalty: 3378.387451
	Iteration 60F: 3 clusters Score -3980130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 15170 members 
Entering Unmasked Estep 
Score: -29426068.000000 Penalty: 26223.005859
Splitting cluster 19 changes total score from -29422412.000000 to -29426068.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 20 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -727564.062500 Penalty: 1415.930420
	Iteration 0F: 2 clusters Score -727564.1 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 3041 members 
Entering Unmasked Estep 
Score: -722988.000000 Penalty: 2831.860840
	Iteration 0F: 3 clusters Score -722988 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -724325.375000 Penalty: 2831.860840
	Iteration 1F: 3 clusters Score -724325.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -724496.375000 Penalty: 2831.860840
	Iteration 2F: 3 clusters Score -724496.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -724613.187500 Penalty: 2831.860840
	Iteration 3Q: 3 clusters Score -724613.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -724706.187500 Penalty: 2831.860840
	Iteration 4Q: 3 clusters Score -724706.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -724786.187500 Penalty: 2831.860840
	Iteration 5Q: 3 clusters Score -724786.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -724868.250000 Penalty: 2831.860840
	Iteration 6Q: 3 clusters Score -724868.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -724940.375000 Penalty: 2831.860840
	Iteration 7Q: 3 clusters Score -724940.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -725008.937500 Penalty: 2831.860840
	Iteration 8Q: 3 clusters Score -725008.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -725074.687500 Penalty: 2831.860840
	Iteration 9Q: 3 clusters Score -725074.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -725130.625000 Penalty: 2831.860840
	Iteration 10Q: 3 clusters Score -725130.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -725187.000000 Penalty: 2831.860840
	Iteration 11Q: 3 clusters Score -725187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -725251.187500 Penalty: 2831.860840
	Iteration 12Q: 3 clusters Score -725251.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -725308.062500 Penalty: 2831.860840
	Iteration 13Q: 3 clusters Score -725308.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -725372.875000 Penalty: 2831.860840
	Iteration 14Q: 3 clusters Score -725372.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -725439.125000 Penalty: 2831.860840
	Iteration 15Q: 3 clusters Score -725439.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -725495.687500 Penalty: 2831.860840
	Iteration 16Q: 3 clusters Score -725495.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -725556.312500 Penalty: 2831.860840
	Iteration 17Q: 3 clusters Score -725556.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -725628.000000 Penalty: 2831.860840
	Iteration 18Q: 3 clusters Score -725628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -725700.750000 Penalty: 2831.860840
	Iteration 19Q: 3 clusters Score -725700.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -725751.687500 Penalty: 2831.860840
	Iteration 20F: 3 clusters Score -725751.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -725793.250000 Penalty: 2831.860840
	Iteration 21Q: 3 clusters Score -725793.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -725826.062500 Penalty: 2831.860840
	Iteration 22Q: 3 clusters Score -725826.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -725860.750000 Penalty: 2831.860840
	Iteration 23Q: 3 clusters Score -725860.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -725884.687500 Penalty: 2831.860840
	Iteration 24Q: 3 clusters Score -725884.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -725903.250000 Penalty: 2831.860840
	Iteration 25Q: 3 clusters Score -725903.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -725920.312500 Penalty: 2831.860840
	Iteration 26Q: 3 clusters Score -725920.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -725929.437500 Penalty: 2831.860840
	Iteration 27Q: 3 clusters Score -725929.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -725940.000000 Penalty: 2831.860840
	Iteration 28Q: 3 clusters Score -725940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -725947.625000 Penalty: 2831.860840
	Iteration 29Q: 3 clusters Score -725947.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -725958.062500 Penalty: 2831.860840
	Iteration 30Q: 3 clusters Score -725958.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -725965.937500 Penalty: 2831.860840
	Iteration 31Q: 3 clusters Score -725965.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -725970.375000 Penalty: 2831.860840
	Iteration 32Q: 3 clusters Score -725970.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -725976.750000 Penalty: 2831.860840
	Iteration 33Q: 3 clusters Score -725976.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -725992.875000 Penalty: 2831.860840
	Iteration 34Q: 3 clusters Score -725992.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -726014.625000 Penalty: 2831.860840
	Iteration 35Q: 3 clusters Score -726014.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -726036.062500 Penalty: 2831.860840
	Iteration 36Q: 3 clusters Score -726036.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -726049.437500 Penalty: 2831.860840
	Iteration 37Q: 3 clusters Score -726049.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -726068.687500 Penalty: 2831.860840
	Iteration 38Q: 3 clusters Score -726068.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -726089.562500 Penalty: 2831.860840
	Iteration 39Q: 3 clusters Score -726089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -726108.125000 Penalty: 2831.860840
	Iteration 40F: 3 clusters Score -726108.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -726123.125000 Penalty: 2831.860840
	Iteration 41Q: 3 clusters Score -726123.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -726140.687500 Penalty: 2831.860840
	Iteration 42Q: 3 clusters Score -726140.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -726160.625000 Penalty: 2831.860840
	Iteration 43Q: 3 clusters Score -726160.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -726182.312500 Penalty: 2831.860840
	Iteration 44Q: 3 clusters Score -726182.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -726205.812500 Penalty: 2831.860840
	Iteration 45Q: 3 clusters Score -726205.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -726222.437500 Penalty: 2831.860840
	Iteration 46Q: 3 clusters Score -726222.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -726238.750000 Penalty: 2831.860840
	Iteration 47Q: 3 clusters Score -726238.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -726257.937500 Penalty: 2831.860840
	Iteration 48Q: 3 clusters Score -726257.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -726280.062500 Penalty: 2831.860840
	Iteration 49Q: 3 clusters Score -726280.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -726300.375000 Penalty: 2831.860840
	Iteration 50Q: 3 clusters Score -726300.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -726320.375000 Penalty: 2831.860840
	Iteration 51Q: 3 clusters Score -726320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -726336.187500 Penalty: 2831.860840
	Iteration 52Q: 3 clusters Score -726336.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -726348.312500 Penalty: 2831.860840
	Iteration 53Q: 3 clusters Score -726348.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -726354.187500 Penalty: 2831.860840
	Iteration 54Q: 3 clusters Score -726354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -726362.500000 Penalty: 2831.860840
	Iteration 55Q: 3 clusters Score -726362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -726366.312500 Penalty: 2831.860840
	Iteration 56Q: 3 clusters Score -726366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -726371.687500 Penalty: 2831.860840
	Iteration 57Q: 3 clusters Score -726371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -726374.750000 Penalty: 2831.860840
	Iteration 58Q: 3 clusters Score -726374.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -726378.875000 Penalty: 2831.860840
	Iteration 59Q: 3 clusters Score -726378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -726382.375000 Penalty: 2831.860840
	Iteration 60F: 3 clusters Score -726382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -726383.125000 Penalty: 2831.860840
	Iteration 61Q: 3 clusters Score -726383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -726392.125000 Penalty: 2831.860840
	Iteration 62Q: 3 clusters Score -726392.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -726406.750000 Penalty: 2831.860840
	Iteration 63Q: 3 clusters Score -726406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -726415.937500 Penalty: 2831.860840
	Iteration 64Q: 3 clusters Score -726415.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -726426.875000 Penalty: 2831.860840
	Iteration 65Q: 3 clusters Score -726426.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -726438.000000 Penalty: 2831.860840
	Iteration 66Q: 3 clusters Score -726438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -726447.937500 Penalty: 2831.860840
	Iteration 67Q: 3 clusters Score -726447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -726454.875000 Penalty: 2831.860840
	Iteration 68Q: 3 clusters Score -726454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -726461.062500 Penalty: 2831.860840
	Iteration 69Q: 3 clusters Score -726461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -726465.875000 Penalty: 2831.860840
	Iteration 70Q: 3 clusters Score -726465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -726468.500000 Penalty: 2831.860840
	Iteration 71Q: 3 clusters Score -726468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -726472.812500 Penalty: 2831.860840
	Iteration 72Q: 3 clusters Score -726472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -726474.312500 Penalty: 2831.860840
	Iteration 73Q: 3 clusters Score -726474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -726476.937500 Penalty: 2831.860840
	Iteration 74Q: 3 clusters Score -726476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -726476.812500 Penalty: 2831.860840
	Iteration 75Q: 3 clusters Score -726476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -726475.875000 Penalty: 2831.860840
	Iteration 76Q: 3 clusters Score -726475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -726477.750000 Penalty: 2831.860840
	Iteration 77Q: 3 clusters Score -726477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -726477.750000 Penalty: 2831.860840
	Iteration 78F: 3 clusters Score -726477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Entering Unmasked Estep 
Score: -1863333.125000 Penalty: 1564.399658
	Iteration 0F: 2 clusters Score -1863333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1852827.000000 Penalty: 3128.799316
	Iteration 0F: 3 clusters Score -1852827 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1856516.000000 Penalty: 3128.799316
	Iteration 1F: 3 clusters Score -1856516 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1856903.500000 Penalty: 3128.799316
	Iteration 2F: 3 clusters Score -1856904 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1857321.625000 Penalty: 3128.799316
	Iteration 3F: 3 clusters Score -1857322 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1857867.875000 Penalty: 3128.799316
	Iteration 4F: 3 clusters Score -1857868 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1858620.500000 Penalty: 3128.799316
	Iteration 5F: 3 clusters Score -1858620 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1859746.625000 Penalty: 3128.799316
	Iteration 6F: 3 clusters Score -1859747 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1860984.625000 Penalty: 3128.799316
	Iteration 7F: 3 clusters Score -1860985 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1861977.125000 Penalty: 3128.799316
	Iteration 8F: 3 clusters Score -1861977 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1862490.000000 Penalty: 3128.799316
	Iteration 9Q: 3 clusters Score -1862490 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1862722.250000 Penalty: 3128.799316
	Iteration 10Q: 3 clusters Score -1862722 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1862848.250000 Penalty: 3128.799316
	Iteration 11Q: 3 clusters Score -1862848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1862983.375000 Penalty: 3128.799316
	Iteration 12Q: 3 clusters Score -1862983 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1863148.375000 Penalty: 3128.799316
	Iteration 13Q: 3 clusters Score -1863148 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1863413.125000 Penalty: 3128.799316
	Iteration 14Q: 3 clusters Score -1863413 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1863738.375000 Penalty: 3128.799316
	Iteration 15Q: 3 clusters Score -1863738 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1863940.375000 Penalty: 3128.799316
	Iteration 16Q: 3 clusters Score -1863940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1864042.625000 Penalty: 3128.799316
	Iteration 17Q: 3 clusters Score -1864043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1864085.500000 Penalty: 3128.799316
	Iteration 18Q: 3 clusters Score -1864086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1864104.625000 Penalty: 3128.799316
	Iteration 19Q: 3 clusters Score -1864105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1864113.625000 Penalty: 3128.799316
	Iteration 20F: 3 clusters Score -1864114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1864115.125000 Penalty: 3128.799316
	Iteration 21Q: 3 clusters Score -1864115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1864126.125000 Penalty: 3128.799316
	Iteration 22Q: 3 clusters Score -1864126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1864126.250000 Penalty: 3128.799316
	Iteration 23Q: 3 clusters Score -1864126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1864127.250000 Penalty: 3128.799316
	Iteration 24Q: 3 clusters Score -1864127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1864131.250000 Penalty: 3128.799316
	Iteration 25Q: 3 clusters Score -1864131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1864132.875000 Penalty: 3128.799316
	Iteration 26Q: 3 clusters Score -1864133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1864132.125000 Penalty: 3128.799316
	Iteration 27Q: 3 clusters Score -1864132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1864132.250000 Penalty: 3128.799316
	Iteration 28Q: 3 clusters Score -1864132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1864134.250000 Penalty: 3128.799316
	Iteration 29Q: 3 clusters Score -1864134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1864134.250000 Penalty: 3128.799316
	Iteration 30Q: 3 clusters Score -1864134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1864134.125000 Penalty: 3128.799316
	Iteration 31Q: 3 clusters Score -1864134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1864134.125000 Penalty: 3128.799316
	Iteration 32F: 3 clusters Score -1864134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 3819 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 11351 members 
Entering Unmasked Estep 
Score: -29426514.000000 Penalty: 28240.160156
Splitting cluster 21 changes total score from -29422412.000000 to -29426514.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 4 contains 2730 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 152851 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 11351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428780.000000 Penalty: 28240.160156
Iteration 39Q: 15 clusters Score -2.942878e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 11962 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 154222 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 19 contains 5330 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 11598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430444.000000 Penalty: 28240.160156
Iteration 40F: 15 clusters Score -2.943044e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 7 contains 11350 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 154240 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 11739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431438.000000 Penalty: 28240.160156
Iteration 41Q: 15 clusters Score -2.943144e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 11951 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 154195 members 
Mstep: Class 17 contains 1183 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 6236 members 
Mstep: Class 21 contains 11846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431980.000000 Penalty: 28240.160156
Iteration 42Q: 15 clusters Score -2.943198e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 7 contains 11326 members 
Mstep: Class 8 contains 11931 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 154112 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 6318 members 
Mstep: Class 21 contains 11916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432374.000000 Penalty: 28240.160156
Iteration 43Q: 15 clusters Score -2.943237e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 7 contains 11294 members 
Mstep: Class 8 contains 11920 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6893 members 
Mstep: Class 16 contains 154014 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 19 contains 5987 members 
Mstep: Class 20 contains 6405 members 
Mstep: Class 21 contains 11990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432668.000000 Penalty: 28240.160156
Iteration 44Q: 15 clusters Score -2.943267e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 11914 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 153936 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432802.000000 Penalty: 28240.160156
Iteration 45Q: 15 clusters Score -2.94328e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 7 contains 11248 members 
Mstep: Class 8 contains 11912 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 153854 members 
Mstep: Class 17 contains 1177 members 
Mstep: Class 19 contains 6162 members 
Mstep: Class 20 contains 6586 members 
Mstep: Class 21 contains 12025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432924.000000 Penalty: 28240.160156
Iteration 46Q: 15 clusters Score -2.943292e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 153779 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 12034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433038.000000 Penalty: 28240.160156
Iteration 47Q: 15 clusters Score -2.943304e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 7 contains 11219 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 153698 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 19 contains 6296 members 
Mstep: Class 20 contains 6709 members 
Mstep: Class 21 contains 12045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433050.000000 Penalty: 28240.160156
Iteration 48Q: 15 clusters Score -2.943305e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 7 contains 11203 members 
Mstep: Class 8 contains 11893 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 153630 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 19 contains 6336 members 
Mstep: Class 20 contains 6770 members 
Mstep: Class 21 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433124.000000 Penalty: 28240.160156
Iteration 49Q: 15 clusters Score -2.943312e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 3105 members 
Mstep: Class 7 contains 11203 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 153569 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433096.000000 Penalty: 28240.160156
Iteration 50Q: 15 clusters Score -2.94331e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 7 contains 11199 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 153524 members 
Mstep: Class 17 contains 1163 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 12033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433138.000000 Penalty: 28240.160156
Iteration 51Q: 15 clusters Score -2.943314e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6854 members 
Mstep: Class 16 contains 153482 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 6920 members 
Mstep: Class 21 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433168.000000 Penalty: 28240.160156
Iteration 52Q: 15 clusters Score -2.943317e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 7 contains 11178 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 153459 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 19 contains 6432 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 12010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433204.000000 Penalty: 28240.160156
Iteration 53Q: 15 clusters Score -2.94332e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 4817 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 11869 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 153434 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 19 contains 6445 members 
Mstep: Class 20 contains 6981 members 
Mstep: Class 21 contains 11998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433196.000000 Penalty: 28240.160156
Iteration 54Q: 15 clusters Score -2.94332e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 4853 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 7 contains 11144 members 
Mstep: Class 8 contains 11870 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 153408 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 7009 members 
Mstep: Class 21 contains 11981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433208.000000 Penalty: 28240.160156
Iteration 55Q: 15 clusters Score -2.943321e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 11871 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 153388 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 11964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433164.000000 Penalty: 28240.160156
Iteration 56Q: 15 clusters Score -2.943316e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 7 contains 11106 members 
Mstep: Class 8 contains 11877 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6857 members 
Mstep: Class 16 contains 153376 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 11957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433216.000000 Penalty: 28240.160156
Iteration 57Q: 15 clusters Score -2.943322e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 153357 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433276.000000 Penalty: 28240.160156
Iteration 58Q: 15 clusters Score -2.943328e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 11887 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 153341 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433276.000000 Penalty: 28240.160156
Iteration 59Q: 15 clusters Score -2.943328e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 11885 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 153338 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 7095 members 
Mstep: Class 21 contains 11940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433260.000000 Penalty: 28240.160156
Iteration 60F: 15 clusters Score -2.943326e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 7 contains 11029 members 
Mstep: Class 8 contains 11886 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6850 members 
Mstep: Class 16 contains 153346 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433278.000000 Penalty: 28240.160156
Iteration 61Q: 15 clusters Score -2.943328e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 11880 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 153332 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 11911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433282.000000 Penalty: 28240.160156
Iteration 62Q: 15 clusters Score -2.943328e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 7 contains 10967 members 
Mstep: Class 8 contains 11876 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 153321 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 11892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433304.000000 Penalty: 28240.160156
Iteration 63Q: 15 clusters Score -2.94333e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 7 contains 10917 members 
Mstep: Class 8 contains 11867 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6845 members 
Mstep: Class 16 contains 153328 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 11876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433270.000000 Penalty: 28240.160156
Iteration 64Q: 15 clusters Score -2.943327e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6843 members 
Mstep: Class 16 contains 153353 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 7172 members 
Mstep: Class 21 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433300.000000 Penalty: 28240.160156
Iteration 65Q: 15 clusters Score -2.94333e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 7 contains 10849 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 153355 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 7175 members 
Mstep: Class 21 contains 11866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433372.000000 Penalty: 28240.160156
Iteration 66Q: 15 clusters Score -2.943337e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 8 contains 11829 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 153349 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 7174 members 
Mstep: Class 21 contains 11864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433346.000000 Penalty: 28240.160156
Iteration 67Q: 15 clusters Score -2.943335e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 153333 members 
Mstep: Class 17 contains 1123 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 7176 members 
Mstep: Class 21 contains 11868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433428.000000 Penalty: 28240.160156
Iteration 68Q: 15 clusters Score -2.943343e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 8 contains 11805 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 153316 members 
Mstep: Class 17 contains 1122 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433494.000000 Penalty: 28240.160156
Iteration 69Q: 15 clusters Score -2.943349e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 11798 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6832 members 
Mstep: Class 16 contains 153310 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433520.000000 Penalty: 28240.160156
Iteration 70Q: 15 clusters Score -2.943352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 4 contains 2812 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 7 contains 10791 members 
Mstep: Class 8 contains 11773 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 153300 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433522.000000 Penalty: 28240.160156
Iteration 71Q: 15 clusters Score -2.943352e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 11758 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 153281 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433516.000000 Penalty: 28240.160156
Iteration 72Q: 15 clusters Score -2.943352e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 11742 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 153271 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 11871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433534.000000 Penalty: 28240.160156
Iteration 73Q: 15 clusters Score -2.943353e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 7 contains 10809 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 153264 members 
Mstep: Class 17 contains 1117 members 
Mstep: Class 19 contains 6609 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433508.000000 Penalty: 28240.160156
Iteration 74Q: 15 clusters Score -2.943351e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 153257 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433540.000000 Penalty: 28240.160156
Iteration 75Q: 15 clusters Score -2.943354e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 7 contains 10837 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 153249 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6636 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433568.000000 Penalty: 28240.160156
Iteration 76Q: 15 clusters Score -2.943357e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 7 contains 10846 members 
Mstep: Class 8 contains 11675 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 153234 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 20 contains 7198 members 
Mstep: Class 21 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433562.000000 Penalty: 28240.160156
Iteration 77Q: 15 clusters Score -2.943356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 7 contains 10855 members 
Mstep: Class 8 contains 11648 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 153233 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 11870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433594.000000 Penalty: 28240.160156
Iteration 78Q: 15 clusters Score -2.943359e+07 nChanged 61
Entering ConstructFrom: 
Score: -29433594.000000 Penalty: 28240.160156
Entering ConstructFrom: 
Trying to split cluster 1 (24478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Entering Unmasked Estep 
Score: -2986187.250000 Penalty: 1642.148560
	Iteration 0F: 2 clusters Score -2986187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2969717.500000 Penalty: 3284.297119
	Iteration 0F: 3 clusters Score -2969718 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2976052.000000 Penalty: 3284.297119
	Iteration 1F: 3 clusters Score -2976052 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2976580.750000 Penalty: 3284.297119
	Iteration 2F: 3 clusters Score -2976581 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2977092.250000 Penalty: 3284.297119
	Iteration 3F: 3 clusters Score -2977092 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2977659.000000 Penalty: 3284.297119
	Iteration 4Q: 3 clusters Score -2977659 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2978298.500000 Penalty: 3284.297119
	Iteration 5Q: 3 clusters Score -2978298 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2978950.750000 Penalty: 3284.297119
	Iteration 6F: 3 clusters Score -2978951 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2979773.750000 Penalty: 3284.297119
	Iteration 7F: 3 clusters Score -2979774 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2980788.250000 Penalty: 3284.297119
	Iteration 8F: 3 clusters Score -2980788 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2981812.500000 Penalty: 3284.297119
	Iteration 9F: 3 clusters Score -2981812 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2982563.750000 Penalty: 3284.297119
	Iteration 10Q: 3 clusters Score -2982564 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2983052.000000 Penalty: 3284.297119
	Iteration 11Q: 3 clusters Score -2983052 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2983371.250000 Penalty: 3284.297119
	Iteration 12Q: 3 clusters Score -2983371 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2983659.500000 Penalty: 3284.297119
	Iteration 13Q: 3 clusters Score -2983660 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2983908.500000 Penalty: 3284.297119
	Iteration 14Q: 3 clusters Score -2983908 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2984058.250000 Penalty: 3284.297119
	Iteration 15Q: 3 clusters Score -2984058 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2984201.250000 Penalty: 3284.297119
	Iteration 16Q: 3 clusters Score -2984201 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2984298.750000 Penalty: 3284.297119
	Iteration 17Q: 3 clusters Score -2984299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2984420.500000 Penalty: 3284.297119
	Iteration 18Q: 3 clusters Score -2984420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2984507.250000 Penalty: 3284.297119
	Iteration 19Q: 3 clusters Score -2984507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2984599.750000 Penalty: 3284.297119
	Iteration 20F: 3 clusters Score -2984600 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2984686.000000 Penalty: 3284.297119
	Iteration 21Q: 3 clusters Score -2984686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2984763.500000 Penalty: 3284.297119
	Iteration 22Q: 3 clusters Score -2984764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2984834.250000 Penalty: 3284.297119
	Iteration 23Q: 3 clusters Score -2984834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2984930.250000 Penalty: 3284.297119
	Iteration 24Q: 3 clusters Score -2984930 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2985045.250000 Penalty: 3284.297119
	Iteration 25Q: 3 clusters Score -2985045 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2985176.000000 Penalty: 3284.297119
	Iteration 26Q: 3 clusters Score -2985176 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2985288.000000 Penalty: 3284.297119
	Iteration 27Q: 3 clusters Score -2985288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2985388.500000 Penalty: 3284.297119
	Iteration 28Q: 3 clusters Score -2985388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2985450.000000 Penalty: 3284.297119
	Iteration 29Q: 3 clusters Score -2985450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2985475.750000 Penalty: 3284.297119
	Iteration 30Q: 3 clusters Score -2985476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2985489.250000 Penalty: 3284.297119
	Iteration 31Q: 3 clusters Score -2985489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2985503.000000 Penalty: 3284.297119
	Iteration 32Q: 3 clusters Score -2985503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2985508.000000 Penalty: 3284.297119
	Iteration 33Q: 3 clusters Score -2985508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2985515.750000 Penalty: 3284.297119
	Iteration 34Q: 3 clusters Score -2985516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2985520.000000 Penalty: 3284.297119
	Iteration 35Q: 3 clusters Score -2985520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2985527.000000 Penalty: 3284.297119
	Iteration 36Q: 3 clusters Score -2985527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2985531.250000 Penalty: 3284.297119
	Iteration 37Q: 3 clusters Score -2985531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2985532.750000 Penalty: 3284.297119
	Iteration 38Q: 3 clusters Score -2985533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2985538.500000 Penalty: 3284.297119
	Iteration 39Q: 3 clusters Score -2985538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2985541.000000 Penalty: 3284.297119
	Iteration 40F: 3 clusters Score -2985541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2985541.000000 Penalty: 3284.297119
	Iteration 41Q: 3 clusters Score -2985541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2985538.250000 Penalty: 3284.297119
	Iteration 42Q: 3 clusters Score -2985538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2985538.250000 Penalty: 3284.297119
	Iteration 43F: 3 clusters Score -2985538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -627410.187500 Penalty: 1385.757324
	Iteration 0F: 2 clusters Score -627410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -623356.000000 Penalty: 2771.514648
	Iteration 0F: 3 clusters Score -623356 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -624440.062500 Penalty: 2771.514648
	Iteration 1F: 3 clusters Score -624440.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -624590.750000 Penalty: 2771.514648
	Iteration 2F: 3 clusters Score -624590.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -624703.000000 Penalty: 2771.514648
	Iteration 3Q: 3 clusters Score -624703 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -624785.250000 Penalty: 2771.514648
	Iteration 4Q: 3 clusters Score -624785.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -624854.187500 Penalty: 2771.514648
	Iteration 5Q: 3 clusters Score -624854.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -624908.312500 Penalty: 2771.514648
	Iteration 6Q: 3 clusters Score -624908.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -624962.500000 Penalty: 2771.514648
	Iteration 7Q: 3 clusters Score -624962.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -625009.250000 Penalty: 2771.514648
	Iteration 8Q: 3 clusters Score -625009.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -625054.812500 Penalty: 2771.514648
	Iteration 9Q: 3 clusters Score -625054.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -625104.250000 Penalty: 2771.514648
	Iteration 10Q: 3 clusters Score -625104.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -625153.937500 Penalty: 2771.514648
	Iteration 11Q: 3 clusters Score -625153.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -625223.750000 Penalty: 2771.514648
	Iteration 12Q: 3 clusters Score -625223.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -625311.937500 Penalty: 2771.514648
	Iteration 13Q: 3 clusters Score -625311.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -625406.250000 Penalty: 2771.514648
	Iteration 14Q: 3 clusters Score -625406.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -625507.875000 Penalty: 2771.514648
	Iteration 15Q: 3 clusters Score -625507.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -625601.312500 Penalty: 2771.514648
	Iteration 16Q: 3 clusters Score -625601.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -625686.125000 Penalty: 2771.514648
	Iteration 17Q: 3 clusters Score -625686.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -625776.750000 Penalty: 2771.514648
	Iteration 18Q: 3 clusters Score -625776.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -625872.937500 Penalty: 2771.514648
	Iteration 19Q: 3 clusters Score -625872.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -625944.812500 Penalty: 2771.514648
	Iteration 20F: 3 clusters Score -625944.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -625999.187500 Penalty: 2771.514648
	Iteration 21Q: 3 clusters Score -625999.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -626035.500000 Penalty: 2771.514648
	Iteration 22Q: 3 clusters Score -626035.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -626069.000000 Penalty: 2771.514648
	Iteration 23Q: 3 clusters Score -626069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -626094.062500 Penalty: 2771.514648
	Iteration 24Q: 3 clusters Score -626094.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -626115.000000 Penalty: 2771.514648
	Iteration 25Q: 3 clusters Score -626115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -626129.500000 Penalty: 2771.514648
	Iteration 26Q: 3 clusters Score -626129.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -626137.625000 Penalty: 2771.514648
	Iteration 27Q: 3 clusters Score -626137.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -626144.562500 Penalty: 2771.514648
	Iteration 28Q: 3 clusters Score -626144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -626150.687500 Penalty: 2771.514648
	Iteration 29Q: 3 clusters Score -626150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -626154.125000 Penalty: 2771.514648
	Iteration 30Q: 3 clusters Score -626154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -626157.625000 Penalty: 2771.514648
	Iteration 31Q: 3 clusters Score -626157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -626159.625000 Penalty: 2771.514648
	Iteration 32Q: 3 clusters Score -626159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -626162.937500 Penalty: 2771.514648
	Iteration 33Q: 3 clusters Score -626162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -626164.750000 Penalty: 2771.514648
	Iteration 34Q: 3 clusters Score -626164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -626169.500000 Penalty: 2771.514648
	Iteration 35Q: 3 clusters Score -626169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -626173.062500 Penalty: 2771.514648
	Iteration 36Q: 3 clusters Score -626173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -626175.625000 Penalty: 2771.514648
	Iteration 37Q: 3 clusters Score -626175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -626181.375000 Penalty: 2771.514648
	Iteration 38Q: 3 clusters Score -626181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -626190.375000 Penalty: 2771.514648
	Iteration 39Q: 3 clusters Score -626190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -626195.875000 Penalty: 2771.514648
	Iteration 40F: 3 clusters Score -626195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -626200.312500 Penalty: 2771.514648
	Iteration 41Q: 3 clusters Score -626200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -626203.562500 Penalty: 2771.514648
	Iteration 42Q: 3 clusters Score -626203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -626206.937500 Penalty: 2771.514648
	Iteration 43Q: 3 clusters Score -626206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -626207.812500 Penalty: 2771.514648
	Iteration 44Q: 3 clusters Score -626207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -626207.875000 Penalty: 2771.514648
	Iteration 45Q: 3 clusters Score -626207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -626209.812500 Penalty: 2771.514648
	Iteration 46Q: 3 clusters Score -626209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -626212.812500 Penalty: 2771.514648
	Iteration 47Q: 3 clusters Score -626212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -626213.750000 Penalty: 2771.514648
	Iteration 48Q: 3 clusters Score -626213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -626213.750000 Penalty: 2771.514648
	Iteration 49F: 3 clusters Score -626213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -320999.250000 Penalty: 1292.299927
	Iteration 0F: 2 clusters Score -320999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -318416.937500 Penalty: 2584.599854
	Iteration 0F: 3 clusters Score -318416.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -319034.750000 Penalty: 2584.599854
	Iteration 1F: 3 clusters Score -319034.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -319239.000000 Penalty: 2584.599854
	Iteration 2F: 3 clusters Score -319239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -319400.437500 Penalty: 2584.599854
	Iteration 3F: 3 clusters Score -319400.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -319563.593750 Penalty: 2584.599854
	Iteration 4F: 3 clusters Score -319563.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -319740.218750 Penalty: 2584.599854
	Iteration 5F: 3 clusters Score -319740.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -319891.937500 Penalty: 2584.599854
	Iteration 6F: 3 clusters Score -319891.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -320009.218750 Penalty: 2584.599854
	Iteration 7Q: 3 clusters Score -320009.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -320089.687500 Penalty: 2584.599854
	Iteration 8Q: 3 clusters Score -320089.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -320134.531250 Penalty: 2584.599854
	Iteration 9Q: 3 clusters Score -320134.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -320163.718750 Penalty: 2584.599854
	Iteration 10Q: 3 clusters Score -320163.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -320195.250000 Penalty: 2584.599854
	Iteration 11Q: 3 clusters Score -320195.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -320219.562500 Penalty: 2584.599854
	Iteration 12Q: 3 clusters Score -320219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -320238.406250 Penalty: 2584.599854
	Iteration 13Q: 3 clusters Score -320238.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -320261.750000 Penalty: 2584.599854
	Iteration 14Q: 3 clusters Score -320261.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -320279.375000 Penalty: 2584.599854
	Iteration 15Q: 3 clusters Score -320279.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -320298.750000 Penalty: 2584.599854
	Iteration 16Q: 3 clusters Score -320298.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -320311.125000 Penalty: 2584.599854
	Iteration 17Q: 3 clusters Score -320311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -320321.593750 Penalty: 2584.599854
	Iteration 18Q: 3 clusters Score -320321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -320331.437500 Penalty: 2584.599854
	Iteration 19Q: 3 clusters Score -320331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -320338.531250 Penalty: 2584.599854
	Iteration 20F: 3 clusters Score -320338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -320344.312500 Penalty: 2584.599854
	Iteration 21Q: 3 clusters Score -320344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -320350.406250 Penalty: 2584.599854
	Iteration 22Q: 3 clusters Score -320350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -320352.531250 Penalty: 2584.599854
	Iteration 23Q: 3 clusters Score -320352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -320353.875000 Penalty: 2584.599854
	Iteration 24Q: 3 clusters Score -320353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -320354.718750 Penalty: 2584.599854
	Iteration 25Q: 3 clusters Score -320354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -320354.718750 Penalty: 2584.599854
	Iteration 26F: 3 clusters Score -320354.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -397709.437500 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -397709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -394758.000000 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -394758 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -395485.843750 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -395485.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -395622.343750 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -395622.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395707.000000 Penalty: 2641.118408
	Iteration 3Q: 3 clusters Score -395707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -395766.125000 Penalty: 2641.118408
	Iteration 4Q: 3 clusters Score -395766.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -395808.156250 Penalty: 2641.118408
	Iteration 5Q: 3 clusters Score -395808.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -395855.500000 Penalty: 2641.118408
	Iteration 6Q: 3 clusters Score -395855.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -395902.906250 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -395902.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -395957.968750 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -395958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -396017.656250 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -396017.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -396106.093750 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -396106.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -396223.250000 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -396223.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -396376.468750 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -396376.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -396559.625000 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -396559.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -396701.156250 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -396701.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -396769.687500 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -396769.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -396811.187500 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -396811.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -396831.687500 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -396831.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -396846.593750 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -396846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -396856.718750 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -396856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -396860.500000 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -396860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -396863.812500 Penalty: 2641.118408
	Iteration 21Q: 3 clusters Score -396863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -396866.250000 Penalty: 2641.118408
	Iteration 22Q: 3 clusters Score -396866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -396865.718750 Penalty: 2641.118408
	Iteration 23Q: 3 clusters Score -396865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -396865.718750 Penalty: 2641.118408
	Iteration 24F: 3 clusters Score -396865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Entering Unmasked Estep 
Score: -1269387.500000 Penalty: 1510.116699
	Iteration 0F: 2 clusters Score -1269388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1261686.375000 Penalty: 3020.233398
	Iteration 0F: 3 clusters Score -1261686 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1264268.875000 Penalty: 3020.233398
	Iteration 1F: 3 clusters Score -1264269 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1264509.875000 Penalty: 3020.233398
	Iteration 2F: 3 clusters Score -1264510 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1264705.125000 Penalty: 3020.233398
	Iteration 3Q: 3 clusters Score -1264705 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1264861.750000 Penalty: 3020.233398
	Iteration 4Q: 3 clusters Score -1264862 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1265009.500000 Penalty: 3020.233398
	Iteration 5Q: 3 clusters Score -1265010 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1265137.625000 Penalty: 3020.233398
	Iteration 6Q: 3 clusters Score -1265138 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1265265.125000 Penalty: 3020.233398
	Iteration 7Q: 3 clusters Score -1265265 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1265383.750000 Penalty: 3020.233398
	Iteration 8Q: 3 clusters Score -1265384 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1265491.625000 Penalty: 3020.233398
	Iteration 9Q: 3 clusters Score -1265492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1265593.250000 Penalty: 3020.233398
	Iteration 10Q: 3 clusters Score -1265593 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1265703.750000 Penalty: 3020.233398
	Iteration 11Q: 3 clusters Score -1265704 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1265811.500000 Penalty: 3020.233398
	Iteration 12Q: 3 clusters Score -1265812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1265922.875000 Penalty: 3020.233398
	Iteration 13Q: 3 clusters Score -1265923 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1266026.875000 Penalty: 3020.233398
	Iteration 14Q: 3 clusters Score -1266027 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1266116.375000 Penalty: 3020.233398
	Iteration 15Q: 3 clusters Score -1266116 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1266208.375000 Penalty: 3020.233398
	Iteration 16Q: 3 clusters Score -1266208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1266285.000000 Penalty: 3020.233398
	Iteration 17Q: 3 clusters Score -1266285 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1266339.500000 Penalty: 3020.233398
	Iteration 18Q: 3 clusters Score -1266340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1266373.250000 Penalty: 3020.233398
	Iteration 19Q: 3 clusters Score -1266373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1266406.375000 Penalty: 3020.233398
	Iteration 20F: 3 clusters Score -1266406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1266432.000000 Penalty: 3020.233398
	Iteration 21Q: 3 clusters Score -1266432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1266451.250000 Penalty: 3020.233398
	Iteration 22Q: 3 clusters Score -1266451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1266463.500000 Penalty: 3020.233398
	Iteration 23Q: 3 clusters Score -1266464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1266472.375000 Penalty: 3020.233398
	Iteration 24Q: 3 clusters Score -1266472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1266481.375000 Penalty: 3020.233398
	Iteration 25Q: 3 clusters Score -1266481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1266483.125000 Penalty: 3020.233398
	Iteration 26Q: 3 clusters Score -1266483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1266494.250000 Penalty: 3020.233398
	Iteration 27Q: 3 clusters Score -1266494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1266500.375000 Penalty: 3020.233398
	Iteration 28Q: 3 clusters Score -1266500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1266504.000000 Penalty: 3020.233398
	Iteration 29Q: 3 clusters Score -1266504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1266516.625000 Penalty: 3020.233398
	Iteration 30Q: 3 clusters Score -1266517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1266521.875000 Penalty: 3020.233398
	Iteration 31Q: 3 clusters Score -1266522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1266526.500000 Penalty: 3020.233398
	Iteration 32Q: 3 clusters Score -1266526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1266531.500000 Penalty: 3020.233398
	Iteration 33Q: 3 clusters Score -1266532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1266532.500000 Penalty: 3020.233398
	Iteration 34Q: 3 clusters Score -1266532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1266543.375000 Penalty: 3020.233398
	Iteration 35Q: 3 clusters Score -1266543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1266553.625000 Penalty: 3020.233398
	Iteration 36Q: 3 clusters Score -1266554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1266560.375000 Penalty: 3020.233398
	Iteration 37Q: 3 clusters Score -1266560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1266566.875000 Penalty: 3020.233398
	Iteration 38Q: 3 clusters Score -1266567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1266576.000000 Penalty: 3020.233398
	Iteration 39Q: 3 clusters Score -1266576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1266589.250000 Penalty: 3020.233398
	Iteration 40F: 3 clusters Score -1266589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1266601.375000 Penalty: 3020.233398
	Iteration 41Q: 3 clusters Score -1266601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1266605.500000 Penalty: 3020.233398
	Iteration 42Q: 3 clusters Score -1266606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1266614.625000 Penalty: 3020.233398
	Iteration 43Q: 3 clusters Score -1266615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1266623.625000 Penalty: 3020.233398
	Iteration 44Q: 3 clusters Score -1266624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1266635.375000 Penalty: 3020.233398
	Iteration 45Q: 3 clusters Score -1266635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1266635.125000 Penalty: 3020.233398
	Iteration 46Q: 3 clusters Score -1266635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1266640.750000 Penalty: 3020.233398
	Iteration 47Q: 3 clusters Score -1266641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1266648.625000 Penalty: 3020.233398
	Iteration 48Q: 3 clusters Score -1266649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1266655.500000 Penalty: 3020.233398
	Iteration 49Q: 3 clusters Score -1266656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1266659.875000 Penalty: 3020.233398
	Iteration 50Q: 3 clusters Score -1266660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1266668.875000 Penalty: 3020.233398
	Iteration 51Q: 3 clusters Score -1266669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1266681.000000 Penalty: 3020.233398
	Iteration 52Q: 3 clusters Score -1266681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1266696.000000 Penalty: 3020.233398
	Iteration 53Q: 3 clusters Score -1266696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1266707.625000 Penalty: 3020.233398
	Iteration 54Q: 3 clusters Score -1266708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1266715.125000 Penalty: 3020.233398
	Iteration 55Q: 3 clusters Score -1266715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1266729.250000 Penalty: 3020.233398
	Iteration 56Q: 3 clusters Score -1266729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1266745.375000 Penalty: 3020.233398
	Iteration 57Q: 3 clusters Score -1266745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1266755.250000 Penalty: 3020.233398
	Iteration 58Q: 3 clusters Score -1266755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1266768.625000 Penalty: 3020.233398
	Iteration 59Q: 3 clusters Score -1266769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1266775.250000 Penalty: 3020.233398
	Iteration 60F: 3 clusters Score -1266775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1266783.625000 Penalty: 3020.233398
	Iteration 61Q: 3 clusters Score -1266784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1266793.625000 Penalty: 3020.233398
	Iteration 62Q: 3 clusters Score -1266794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1266805.625000 Penalty: 3020.233398
	Iteration 63Q: 3 clusters Score -1266806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1266813.500000 Penalty: 3020.233398
	Iteration 64Q: 3 clusters Score -1266814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1266816.000000 Penalty: 3020.233398
	Iteration 65Q: 3 clusters Score -1266816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1266831.250000 Penalty: 3020.233398
	Iteration 66Q: 3 clusters Score -1266831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1266839.875000 Penalty: 3020.233398
	Iteration 67Q: 3 clusters Score -1266840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1266850.750000 Penalty: 3020.233398
	Iteration 68Q: 3 clusters Score -1266851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1266860.375000 Penalty: 3020.233398
	Iteration 69Q: 3 clusters Score -1266860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1266876.000000 Penalty: 3020.233398
	Iteration 70Q: 3 clusters Score -1266876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1266893.250000 Penalty: 3020.233398
	Iteration 71Q: 3 clusters Score -1266893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1266913.250000 Penalty: 3020.233398
	Iteration 72Q: 3 clusters Score -1266913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1266926.625000 Penalty: 3020.233398
	Iteration 73Q: 3 clusters Score -1266927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1266945.125000 Penalty: 3020.233398
	Iteration 74Q: 3 clusters Score -1266945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1266954.875000 Penalty: 3020.233398
	Iteration 75Q: 3 clusters Score -1266955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1266972.375000 Penalty: 3020.233398
	Iteration 76Q: 3 clusters Score -1266972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1266988.750000 Penalty: 3020.233398
	Iteration 77Q: 3 clusters Score -1266989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1267008.125000 Penalty: 3020.233398
	Iteration 78Q: 3 clusters Score -1267008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1267022.625000 Penalty: 3020.233398
	Iteration 79Q: 3 clusters Score -1267023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1267041.875000 Penalty: 3020.233398
	Iteration 80F: 3 clusters Score -1267042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1267071.125000 Penalty: 3020.233398
	Iteration 81Q: 3 clusters Score -1267071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1267095.375000 Penalty: 3020.233398
	Iteration 82Q: 3 clusters Score -1267095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1267127.625000 Penalty: 3020.233398
	Iteration 83Q: 3 clusters Score -1267128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1267168.500000 Penalty: 3020.233398
	Iteration 84Q: 3 clusters Score -1267168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1267225.250000 Penalty: 3020.233398
	Iteration 85Q: 3 clusters Score -1267225 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1267279.000000 Penalty: 3020.233398
	Iteration 86Q: 3 clusters Score -1267279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1267348.375000 Penalty: 3020.233398
	Iteration 87Q: 3 clusters Score -1267348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1267413.500000 Penalty: 3020.233398
	Iteration 88Q: 3 clusters Score -1267414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1267485.875000 Penalty: 3020.233398
	Iteration 89Q: 3 clusters Score -1267486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1267550.000000 Penalty: 3020.233398
	Iteration 90Q: 3 clusters Score -1267550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1267609.250000 Penalty: 3020.233398
	Iteration 91Q: 3 clusters Score -1267609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1267664.000000 Penalty: 3020.233398
	Iteration 92Q: 3 clusters Score -1267664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1267716.875000 Penalty: 3020.233398
	Iteration 93Q: 3 clusters Score -1267717 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1267776.625000 Penalty: 3020.233398
	Iteration 94Q: 3 clusters Score -1267777 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1267844.250000 Penalty: 3020.233398
	Iteration 95Q: 3 clusters Score -1267844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1267899.250000 Penalty: 3020.233398
	Iteration 96Q: 3 clusters Score -1267899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1267950.000000 Penalty: 3020.233398
	Iteration 97Q: 3 clusters Score -1267950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1267994.750000 Penalty: 3020.233398
	Iteration 98Q: 3 clusters Score -1267995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1268013.250000 Penalty: 3020.233398
	Iteration 99Q: 3 clusters Score -1268013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1268031.750000 Penalty: 3020.233398
	Iteration 100F: 3 clusters Score -1268032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1268041.875000 Penalty: 3020.233398
	Iteration 101Q: 3 clusters Score -1268042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1268049.500000 Penalty: 3020.233398
	Iteration 102Q: 3 clusters Score -1268050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1268057.875000 Penalty: 3020.233398
	Iteration 103Q: 3 clusters Score -1268058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1268060.625000 Penalty: 3020.233398
	Iteration 104Q: 3 clusters Score -1268061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1268064.500000 Penalty: 3020.233398
	Iteration 105Q: 3 clusters Score -1268064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1268065.875000 Penalty: 3020.233398
	Iteration 106Q: 3 clusters Score -1268066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1268068.875000 Penalty: 3020.233398
	Iteration 107Q: 3 clusters Score -1268069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1268071.500000 Penalty: 3020.233398
	Iteration 108Q: 3 clusters Score -1268072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1268073.000000 Penalty: 3020.233398
	Iteration 109Q: 3 clusters Score -1268073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1268076.500000 Penalty: 3020.233398
	Iteration 110Q: 3 clusters Score -1268076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1268078.375000 Penalty: 3020.233398
	Iteration 111Q: 3 clusters Score -1268078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1268080.125000 Penalty: 3020.233398
	Iteration 112Q: 3 clusters Score -1268080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1268085.000000 Penalty: 3020.233398
	Iteration 113Q: 3 clusters Score -1268085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1268088.375000 Penalty: 3020.233398
	Iteration 114Q: 3 clusters Score -1268088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1268090.625000 Penalty: 3020.233398
	Iteration 115Q: 3 clusters Score -1268091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1268090.625000 Penalty: 3020.233398
	Iteration 116F: 3 clusters Score -1268091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Entering Unmasked Estep 
Score: -1400099.250000 Penalty: 1521.246216
	Iteration 0F: 2 clusters Score -1400099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1391927.000000 Penalty: 3042.492432
	Iteration 0F: 3 clusters Score -1391927 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1394564.125000 Penalty: 3042.492432
	Iteration 1F: 3 clusters Score -1394564 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1394769.875000 Penalty: 3042.492432
	Iteration 2F: 3 clusters Score -1394770 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1394949.000000 Penalty: 3042.492432
	Iteration 3Q: 3 clusters Score -1394949 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1395133.625000 Penalty: 3042.492432
	Iteration 4Q: 3 clusters Score -1395134 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1395332.750000 Penalty: 3042.492432
	Iteration 5Q: 3 clusters Score -1395333 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1395599.000000 Penalty: 3042.492432
	Iteration 6Q: 3 clusters Score -1395599 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1395957.625000 Penalty: 3042.492432
	Iteration 7F: 3 clusters Score -1395958 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1396460.250000 Penalty: 3042.492432
	Iteration 8F: 3 clusters Score -1396460 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1397030.875000 Penalty: 3042.492432
	Iteration 9F: 3 clusters Score -1397031 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1397560.750000 Penalty: 3042.492432
	Iteration 10F: 3 clusters Score -1397561 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1397984.125000 Penalty: 3042.492432
	Iteration 11F: 3 clusters Score -1397984 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1398231.125000 Penalty: 3042.492432
	Iteration 12Q: 3 clusters Score -1398231 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1398398.500000 Penalty: 3042.492432
	Iteration 13Q: 3 clusters Score -1398398 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1398508.250000 Penalty: 3042.492432
	Iteration 14Q: 3 clusters Score -1398508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1398584.625000 Penalty: 3042.492432
	Iteration 15Q: 3 clusters Score -1398585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1398629.000000 Penalty: 3042.492432
	Iteration 16Q: 3 clusters Score -1398629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1398650.250000 Penalty: 3042.492432
	Iteration 17Q: 3 clusters Score -1398650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1398670.250000 Penalty: 3042.492432
	Iteration 18Q: 3 clusters Score -1398670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1398689.125000 Penalty: 3042.492432
	Iteration 19Q: 3 clusters Score -1398689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1398703.375000 Penalty: 3042.492432
	Iteration 20F: 3 clusters Score -1398703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1398714.625000 Penalty: 3042.492432
	Iteration 21Q: 3 clusters Score -1398715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1398728.500000 Penalty: 3042.492432
	Iteration 22Q: 3 clusters Score -1398728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1398747.125000 Penalty: 3042.492432
	Iteration 23Q: 3 clusters Score -1398747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1398753.500000 Penalty: 3042.492432
	Iteration 24Q: 3 clusters Score -1398754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1398761.375000 Penalty: 3042.492432
	Iteration 25Q: 3 clusters Score -1398761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1398768.000000 Penalty: 3042.492432
	Iteration 26Q: 3 clusters Score -1398768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1398779.500000 Penalty: 3042.492432
	Iteration 27Q: 3 clusters Score -1398780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1398781.000000 Penalty: 3042.492432
	Iteration 28Q: 3 clusters Score -1398781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1398792.500000 Penalty: 3042.492432
	Iteration 29Q: 3 clusters Score -1398792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1398802.500000 Penalty: 3042.492432
	Iteration 30Q: 3 clusters Score -1398802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1398809.125000 Penalty: 3042.492432
	Iteration 31Q: 3 clusters Score -1398809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1398814.625000 Penalty: 3042.492432
	Iteration 32Q: 3 clusters Score -1398815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1398820.875000 Penalty: 3042.492432
	Iteration 33Q: 3 clusters Score -1398821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1398824.125000 Penalty: 3042.492432
	Iteration 34Q: 3 clusters Score -1398824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1398827.500000 Penalty: 3042.492432
	Iteration 35Q: 3 clusters Score -1398828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1398828.375000 Penalty: 3042.492432
	Iteration 36Q: 3 clusters Score -1398828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1398828.125000 Penalty: 3042.492432
	Iteration 37Q: 3 clusters Score -1398828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1398828.125000 Penalty: 3042.492432
	Iteration 38F: 3 clusters Score -1398828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -45720.648438 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -45720.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44753.046875 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -44753.05 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44945.375000 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -44945.38 nChanged 30
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: -45007.308594 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -45007.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45039.250000 Penalty: 1985.505493
	Iteration 3Q: 3 clusters Score -45039.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45071.632812 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -45071.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45151.933594 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -45151.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45182.062500 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -45182.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45220.414062 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -45220.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -45251.785156 Penalty: 1985.505493
	Iteration 8Q: 3 clusters Score -45251.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -45276.890625 Penalty: 1985.505493
	Iteration 9Q: 3 clusters Score -45276.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -45282.707031 Penalty: 1985.505493
	Iteration 10Q: 3 clusters Score -45282.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45286.734375 Penalty: 1985.505493
	Iteration 11Q: 3 clusters Score -45286.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45291.101562 Penalty: 1985.505493
	Iteration 12F: 3 clusters Score -45291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45312.808594 Penalty: 1985.505493
	Iteration 13Q: 3 clusters Score -45312.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45312.808594 Penalty: 1985.505493
	Iteration 14F: 3 clusters Score -45312.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56345.453125 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -56345.45 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 214 members 
Entering Unmasked Estep 
Score: -55445.992188 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -55445.99 nChanged 100
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: -56109.011719 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -56109.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56518.542969 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -56518.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56945.671875 Penalty: 1958.406494
	Iteration 3F: 3 clusters Score -56945.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58214.933594 Penalty: 1958.406494
	Iteration 4F: 3 clusters Score -58214.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59386.648438 Penalty: 1958.406494
	Iteration 5F: 3 clusters Score -59386.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59404.460938 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -59404.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59407.812500 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -59407.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59407.812500 Penalty: 1958.406494
	Iteration 8F: 3 clusters Score -59407.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 7 contains 10862 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 153229 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 11869 members 
Entering Unmasked Estep 
Score: -29435576.000000 Penalty: 30257.314453
Splitting cluster 11 changes total score from -29433594.000000 to -29435576.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -847279.437500 Penalty: 1434.558838
	Iteration 0F: 2 clusters Score -847279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -842149.437500 Penalty: 2869.117676
	Iteration 0F: 3 clusters Score -842149.4 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -843561.062500 Penalty: 2869.117676
	Iteration 1F: 3 clusters Score -843561.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -843737.687500 Penalty: 2869.117676
	Iteration 2F: 3 clusters Score -843737.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -843867.562500 Penalty: 2869.117676
	Iteration 3Q: 3 clusters Score -843867.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -843971.437500 Penalty: 2869.117676
	Iteration 4Q: 3 clusters Score -843971.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -844066.250000 Penalty: 2869.117676
	Iteration 5Q: 3 clusters Score -844066.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -844158.375000 Penalty: 2869.117676
	Iteration 6Q: 3 clusters Score -844158.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -844260.125000 Penalty: 2869.117676
	Iteration 7Q: 3 clusters Score -844260.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -844373.000000 Penalty: 2869.117676
	Iteration 8Q: 3 clusters Score -844373 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -844519.375000 Penalty: 2869.117676
	Iteration 9Q: 3 clusters Score -844519.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -844698.062500 Penalty: 2869.117676
	Iteration 10Q: 3 clusters Score -844698.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -844902.375000 Penalty: 2869.117676
	Iteration 11Q: 3 clusters Score -844902.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -845152.187500 Penalty: 2869.117676
	Iteration 12Q: 3 clusters Score -845152.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -845372.500000 Penalty: 2869.117676
	Iteration 13Q: 3 clusters Score -845372.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -845565.312500 Penalty: 2869.117676
	Iteration 14Q: 3 clusters Score -845565.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -845730.375000 Penalty: 2869.117676
	Iteration 15Q: 3 clusters Score -845730.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -845840.687500 Penalty: 2869.117676
	Iteration 16Q: 3 clusters Score -845840.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -845909.125000 Penalty: 2869.117676
	Iteration 17Q: 3 clusters Score -845909.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -845944.937500 Penalty: 2869.117676
	Iteration 18Q: 3 clusters Score -845944.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -845961.687500 Penalty: 2869.117676
	Iteration 19Q: 3 clusters Score -845961.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -845976.875000 Penalty: 2869.117676
	Iteration 20F: 3 clusters Score -845976.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -845989.500000 Penalty: 2869.117676
	Iteration 21Q: 3 clusters Score -845989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -846001.125000 Penalty: 2869.117676
	Iteration 22Q: 3 clusters Score -846001.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -846014.562500 Penalty: 2869.117676
	Iteration 23Q: 3 clusters Score -846014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -846020.562500 Penalty: 2869.117676
	Iteration 24Q: 3 clusters Score -846020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -846026.562500 Penalty: 2869.117676
	Iteration 25Q: 3 clusters Score -846026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -846035.625000 Penalty: 2869.117676
	Iteration 26Q: 3 clusters Score -846035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -846043.062500 Penalty: 2869.117676
	Iteration 27Q: 3 clusters Score -846043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -846046.625000 Penalty: 2869.117676
	Iteration 28Q: 3 clusters Score -846046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -846050.062500 Penalty: 2869.117676
	Iteration 29Q: 3 clusters Score -846050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -846053.062500 Penalty: 2869.117676
	Iteration 30Q: 3 clusters Score -846053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -846058.500000 Penalty: 2869.117676
	Iteration 31Q: 3 clusters Score -846058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -846059.062500 Penalty: 2869.117676
	Iteration 32Q: 3 clusters Score -846059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -846059.062500 Penalty: 2869.117676
	Iteration 33F: 3 clusters Score -846059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Entering Unmasked Estep 
Score: -18580726.000000 Penalty: 1940.199463
	Iteration 0F: 2 clusters Score -1.858073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -18485698.000000 Penalty: 3880.398926
	Iteration 0F: 3 clusters Score -1.84857e+07 nChanged 74116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -18529794.000000 Penalty: 3880.398926
	Iteration 1F: 3 clusters Score -1.852979e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -18530924.000000 Penalty: 3880.398926
	Iteration 2Q: 3 clusters Score -1.853092e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -18532274.000000 Penalty: 3880.398926
	Iteration 3Q: 3 clusters Score -1.853227e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -18534270.000000 Penalty: 3880.398926
	Iteration 4Q: 3 clusters Score -1.853427e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -18537252.000000 Penalty: 3880.398926
	Iteration 5Q: 3 clusters Score -1.853725e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -18541022.000000 Penalty: 3880.398926
	Iteration 6Q: 3 clusters Score -1.854102e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -18545404.000000 Penalty: 3880.398926
	Iteration 7F: 3 clusters Score -1.85454e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -18550644.000000 Penalty: 3880.398926
	Iteration 8F: 3 clusters Score -1.855064e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -18556426.000000 Penalty: 3880.398926
	Iteration 9F: 3 clusters Score -1.855643e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -18561892.000000 Penalty: 3880.398926
	Iteration 10F: 3 clusters Score -1.856189e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -18566430.000000 Penalty: 3880.398926
	Iteration 11Q: 3 clusters Score -1.856643e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -18569812.000000 Penalty: 3880.398926
	Iteration 12Q: 3 clusters Score -1.856981e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -18572222.000000 Penalty: 3880.398926
	Iteration 13Q: 3 clusters Score -1.857222e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -18573676.000000 Penalty: 3880.398926
	Iteration 14Q: 3 clusters Score -1.857368e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119745 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -18574826.000000 Penalty: 3880.398926
	Iteration 15Q: 3 clusters Score -1.857483e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -18575764.000000 Penalty: 3880.398926
	Iteration 16Q: 3 clusters Score -1.857576e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124768 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -18576602.000000 Penalty: 3880.398926
	Iteration 17Q: 3 clusters Score -1.85766e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -18577174.000000 Penalty: 3880.398926
	Iteration 18Q: 3 clusters Score -1.857717e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128818 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -18577782.000000 Penalty: 3880.398926
	Iteration 19Q: 3 clusters Score -1.857778e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130432 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -18578416.000000 Penalty: 3880.398926
	Iteration 20F: 3 clusters Score -1.857842e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131784 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -18578946.000000 Penalty: 3880.398926
	Iteration 21Q: 3 clusters Score -1.857895e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132954 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -18579362.000000 Penalty: 3880.398926
	Iteration 22Q: 3 clusters Score -1.857936e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -18579806.000000 Penalty: 3880.398926
	Iteration 23Q: 3 clusters Score -1.857981e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -18580188.000000 Penalty: 3880.398926
	Iteration 24Q: 3 clusters Score -1.858019e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135530 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -18580612.000000 Penalty: 3880.398926
	Iteration 25Q: 3 clusters Score -1.858061e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136178 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -18580874.000000 Penalty: 3880.398926
	Iteration 26Q: 3 clusters Score -1.858087e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -18581186.000000 Penalty: 3880.398926
	Iteration 27Q: 3 clusters Score -1.858119e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -18581262.000000 Penalty: 3880.398926
	Iteration 28Q: 3 clusters Score -1.858126e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137807 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -18581348.000000 Penalty: 3880.398926
	Iteration 29Q: 3 clusters Score -1.858135e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -18581480.000000 Penalty: 3880.398926
	Iteration 30Q: 3 clusters Score -1.858148e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138576 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -18581528.000000 Penalty: 3880.398926
	Iteration 31Q: 3 clusters Score -1.858153e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -18581660.000000 Penalty: 3880.398926
	Iteration 32Q: 3 clusters Score -1.858166e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -18581620.000000 Penalty: 3880.398926
	Iteration 33Q: 3 clusters Score -1.858162e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -18581568.000000 Penalty: 3880.398926
	Iteration 34Q: 3 clusters Score -1.858157e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -18581524.000000 Penalty: 3880.398926
	Iteration 35Q: 3 clusters Score -1.858152e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140654 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -18581468.000000 Penalty: 3880.398926
	Iteration 36Q: 3 clusters Score -1.858147e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141071 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -18581376.000000 Penalty: 3880.398926
	Iteration 37Q: 3 clusters Score -1.858138e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -18581312.000000 Penalty: 3880.398926
	Iteration 38Q: 3 clusters Score -1.858131e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141873 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -18581322.000000 Penalty: 3880.398926
	Iteration 39Q: 3 clusters Score -1.858132e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142233 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -18581422.000000 Penalty: 3880.398926
	Iteration 40F: 3 clusters Score -1.858142e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -18581424.000000 Penalty: 3880.398926
	Iteration 41Q: 3 clusters Score -1.858142e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -18581542.000000 Penalty: 3880.398926
	Iteration 42Q: 3 clusters Score -1.858154e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -18581642.000000 Penalty: 3880.398926
	Iteration 43Q: 3 clusters Score -1.858164e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143256 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -18581672.000000 Penalty: 3880.398926
	Iteration 44Q: 3 clusters Score -1.858167e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -18581728.000000 Penalty: 3880.398926
	Iteration 45Q: 3 clusters Score -1.858173e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -18581788.000000 Penalty: 3880.398926
	Iteration 46Q: 3 clusters Score -1.858179e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -18581858.000000 Penalty: 3880.398926
	Iteration 47Q: 3 clusters Score -1.858186e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -18581900.000000 Penalty: 3880.398926
	Iteration 48Q: 3 clusters Score -1.85819e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -18581962.000000 Penalty: 3880.398926
	Iteration 49Q: 3 clusters Score -1.858196e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -18582026.000000 Penalty: 3880.398926
	Iteration 50Q: 3 clusters Score -1.858203e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -18582082.000000 Penalty: 3880.398926
	Iteration 51Q: 3 clusters Score -1.858208e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -18582146.000000 Penalty: 3880.398926
	Iteration 52Q: 3 clusters Score -1.858215e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -18582160.000000 Penalty: 3880.398926
	Iteration 53Q: 3 clusters Score -1.858216e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -18582178.000000 Penalty: 3880.398926
	Iteration 54Q: 3 clusters Score -1.858218e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -18582224.000000 Penalty: 3880.398926
	Iteration 55Q: 3 clusters Score -1.858222e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -18582254.000000 Penalty: 3880.398926
	Iteration 56Q: 3 clusters Score -1.858225e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -18582252.000000 Penalty: 3880.398926
	Iteration 57Q: 3 clusters Score -1.858225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144190 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -18582320.000000 Penalty: 3880.398926
	Iteration 58Q: 3 clusters Score -1.858232e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -18582318.000000 Penalty: 3880.398926
	Iteration 59Q: 3 clusters Score -1.858232e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -18582334.000000 Penalty: 3880.398926
	Iteration 60F: 3 clusters Score -1.858233e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144173 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -18582366.000000 Penalty: 3880.398926
	Iteration 61Q: 3 clusters Score -1.858237e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -18582388.000000 Penalty: 3880.398926
	Iteration 62Q: 3 clusters Score -1.858239e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144173 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -18582384.000000 Penalty: 3880.398926
	Iteration 63Q: 3 clusters Score -1.858238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144168 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -18582420.000000 Penalty: 3880.398926
	Iteration 64Q: 3 clusters Score -1.858242e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144168 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -18582428.000000 Penalty: 3880.398926
	Iteration 65Q: 3 clusters Score -1.858243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -18582424.000000 Penalty: 3880.398926
	Iteration 66Q: 3 clusters Score -1.858242e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -18582424.000000 Penalty: 3880.398926
	Iteration 67Q: 3 clusters Score -1.858242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -18582446.000000 Penalty: 3880.398926
	Iteration 68Q: 3 clusters Score -1.858245e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -18582458.000000 Penalty: 3880.398926
	Iteration 69Q: 3 clusters Score -1.858246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144217 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -18582456.000000 Penalty: 3880.398926
	Iteration 70Q: 3 clusters Score -1.858246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -18582456.000000 Penalty: 3880.398926
	Iteration 71Q: 3 clusters Score -1.858246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -18582460.000000 Penalty: 3880.398926
	Iteration 72Q: 3 clusters Score -1.858246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -18582460.000000 Penalty: 3880.398926
	Iteration 73Q: 3 clusters Score -1.858246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -18582456.000000 Penalty: 3880.398926
	Iteration 74Q: 3 clusters Score -1.858246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -18582482.000000 Penalty: 3880.398926
	Iteration 75Q: 3 clusters Score -1.858248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -18582490.000000 Penalty: 3880.398926
	Iteration 76Q: 3 clusters Score -1.858249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -18582506.000000 Penalty: 3880.398926
	Iteration 77Q: 3 clusters Score -1.858251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -18582512.000000 Penalty: 3880.398926
	Iteration 78Q: 3 clusters Score -1.858251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -18582544.000000 Penalty: 3880.398926
	Iteration 79Q: 3 clusters Score -1.858254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144166 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -18582548.000000 Penalty: 3880.398926
	Iteration 80F: 3 clusters Score -1.858255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -18582548.000000 Penalty: 3880.398926
	Iteration 81Q: 3 clusters Score -1.858255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144162 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -18582550.000000 Penalty: 3880.398926
	Iteration 82Q: 3 clusters Score -1.858255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144162 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -18582548.000000 Penalty: 3880.398926
	Iteration 83Q: 3 clusters Score -1.858255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -18582570.000000 Penalty: 3880.398926
	Iteration 84Q: 3 clusters Score -1.858257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -18582570.000000 Penalty: 3880.398926
	Iteration 85Q: 3 clusters Score -1.858257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -18582566.000000 Penalty: 3880.398926
	Iteration 86Q: 3 clusters Score -1.858257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -18582560.000000 Penalty: 3880.398926
	Iteration 87Q: 3 clusters Score -1.858256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -18582568.000000 Penalty: 3880.398926
	Iteration 88Q: 3 clusters Score -1.858257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144152 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -18582552.000000 Penalty: 3880.398926
	Iteration 89Q: 3 clusters Score -1.858255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -18582568.000000 Penalty: 3880.398926
	Iteration 90Q: 3 clusters Score -1.858257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -18582550.000000 Penalty: 3880.398926
	Iteration 91Q: 3 clusters Score -1.858255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -18582564.000000 Penalty: 3880.398926
	Iteration 92Q: 3 clusters Score -1.858256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -18582572.000000 Penalty: 3880.398926
	Iteration 93Q: 3 clusters Score -1.858257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -18582570.000000 Penalty: 3880.398926
	Iteration 94Q: 3 clusters Score -1.858257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144134 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -18582584.000000 Penalty: 3880.398926
	Iteration 95Q: 3 clusters Score -1.858258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18582590.000000 Penalty: 3880.398926
	Iteration 96Q: 3 clusters Score -1.858259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18582582.000000 Penalty: 3880.398926
	Iteration 97Q: 3 clusters Score -1.858258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18582584.000000 Penalty: 3880.398926
	Iteration 98Q: 3 clusters Score -1.858258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144137 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -18582584.000000 Penalty: 3880.398926
	Iteration 99Q: 3 clusters Score -1.858258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18582570.000000 Penalty: 3880.398926
	Iteration 100F: 3 clusters Score -1.858257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18582586.000000 Penalty: 3880.398926
	Iteration 101Q: 3 clusters Score -1.858259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -18582586.000000 Penalty: 3880.398926
	Iteration 102Q: 3 clusters Score -1.858259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -18582590.000000 Penalty: 3880.398926
	Iteration 103Q: 3 clusters Score -1.858259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144130 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -18582586.000000 Penalty: 3880.398926
	Iteration 104Q: 3 clusters Score -1.858259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -18582588.000000 Penalty: 3880.398926
	Iteration 105Q: 3 clusters Score -1.858259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -18582588.000000 Penalty: 3880.398926
	Iteration 106F: 3 clusters Score -1.858259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 10862 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 144131 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 11869 members 
Entering Unmasked Estep 
Score: -29437396.000000 Penalty: 32274.470703
Splitting cluster 16 changes total score from -29433594.000000 to -29437396.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -128730.375000 Penalty: 1140.344727
	Iteration 0F: 2 clusters Score -128730.4 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 561 members 
Entering Unmasked Estep 
Score: -127213.093750 Penalty: 2280.689453
	Iteration 0F: 3 clusters Score -127213.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127516.898438 Penalty: 2280.689453
	Iteration 1F: 3 clusters Score -127516.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127601.984375 Penalty: 2280.689453
	Iteration 2F: 3 clusters Score -127602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127670.507812 Penalty: 2280.689453
	Iteration 3F: 3 clusters Score -127670.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127719.679688 Penalty: 2280.689453
	Iteration 4Q: 3 clusters Score -127719.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127743.359375 Penalty: 2280.689453
	Iteration 5Q: 3 clusters Score -127743.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127766.226562 Penalty: 2280.689453
	Iteration 6Q: 3 clusters Score -127766.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127779.796875 Penalty: 2280.689453
	Iteration 7Q: 3 clusters Score -127779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -127796.867188 Penalty: 2280.689453
	Iteration 8Q: 3 clusters Score -127796.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127815.500000 Penalty: 2280.689453
	Iteration 9Q: 3 clusters Score -127815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127833.343750 Penalty: 2280.689453
	Iteration 10Q: 3 clusters Score -127833.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127842.726562 Penalty: 2280.689453
	Iteration 11Q: 3 clusters Score -127842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -127847.687500 Penalty: 2280.689453
	Iteration 12Q: 3 clusters Score -127847.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -127855.265625 Penalty: 2280.689453
	Iteration 13Q: 3 clusters Score -127855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -127863.875000 Penalty: 2280.689453
	Iteration 14Q: 3 clusters Score -127863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -127875.156250 Penalty: 2280.689453
	Iteration 15Q: 3 clusters Score -127875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -127888.976562 Penalty: 2280.689453
	Iteration 16Q: 3 clusters Score -127889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127895.007812 Penalty: 2280.689453
	Iteration 17Q: 3 clusters Score -127895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -127897.203125 Penalty: 2280.689453
	Iteration 18Q: 3 clusters Score -127897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -127897.375000 Penalty: 2280.689453
	Iteration 19Q: 3 clusters Score -127897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127898.187500 Penalty: 2280.689453
	Iteration 20F: 3 clusters Score -127898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -821618.937500 Penalty: 1430.824829
	Iteration 0F: 2 clusters Score -821618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -816549.312500 Penalty: 2861.649658
	Iteration 0F: 3 clusters Score -816549.3 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -818104.437500 Penalty: 2861.649658
	Iteration 1F: 3 clusters Score -818104.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -818347.937500 Penalty: 2861.649658
	Iteration 2F: 3 clusters Score -818347.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -818556.562500 Penalty: 2861.649658
	Iteration 3F: 3 clusters Score -818556.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -818842.312500 Penalty: 2861.649658
	Iteration 4F: 3 clusters Score -818842.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -819178.062500 Penalty: 2861.649658
	Iteration 5F: 3 clusters Score -819178.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -819501.812500 Penalty: 2861.649658
	Iteration 6F: 3 clusters Score -819501.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -819766.812500 Penalty: 2861.649658
	Iteration 7F: 3 clusters Score -819766.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -819957.125000 Penalty: 2861.649658
	Iteration 8Q: 3 clusters Score -819957.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -820104.750000 Penalty: 2861.649658
	Iteration 9Q: 3 clusters Score -820104.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -820187.312500 Penalty: 2861.649658
	Iteration 10Q: 3 clusters Score -820187.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -820237.750000 Penalty: 2861.649658
	Iteration 11Q: 3 clusters Score -820237.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -820264.437500 Penalty: 2861.649658
	Iteration 12Q: 3 clusters Score -820264.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -820296.500000 Penalty: 2861.649658
	Iteration 13Q: 3 clusters Score -820296.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -820319.375000 Penalty: 2861.649658
	Iteration 14Q: 3 clusters Score -820319.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -820344.312500 Penalty: 2861.649658
	Iteration 15Q: 3 clusters Score -820344.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -820361.062500 Penalty: 2861.649658
	Iteration 16Q: 3 clusters Score -820361.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -820371.312500 Penalty: 2861.649658
	Iteration 17Q: 3 clusters Score -820371.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -820381.750000 Penalty: 2861.649658
	Iteration 18Q: 3 clusters Score -820381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -820392.875000 Penalty: 2861.649658
	Iteration 19Q: 3 clusters Score -820392.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -820397.937500 Penalty: 2861.649658
	Iteration 20F: 3 clusters Score -820397.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -820402.875000 Penalty: 2861.649658
	Iteration 21Q: 3 clusters Score -820402.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -820406.875000 Penalty: 2861.649658
	Iteration 22Q: 3 clusters Score -820406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -820409.500000 Penalty: 2861.649658
	Iteration 23Q: 3 clusters Score -820409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -820412.687500 Penalty: 2861.649658
	Iteration 24Q: 3 clusters Score -820412.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -820414.562500 Penalty: 2861.649658
	Iteration 25Q: 3 clusters Score -820414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -820416.875000 Penalty: 2861.649658
	Iteration 26Q: 3 clusters Score -820416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -820422.062500 Penalty: 2861.649658
	Iteration 27Q: 3 clusters Score -820422.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -820424.125000 Penalty: 2861.649658
	Iteration 28Q: 3 clusters Score -820424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -820424.125000 Penalty: 2861.649658
	Iteration 29Q: 3 clusters Score -820424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -820426.062500 Penalty: 2861.649658
	Iteration 30Q: 3 clusters Score -820426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -820428.375000 Penalty: 2861.649658
	Iteration 31Q: 3 clusters Score -820428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -820430.937500 Penalty: 2861.649658
	Iteration 32Q: 3 clusters Score -820430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -820429.812500 Penalty: 2861.649658
	Iteration 33Q: 3 clusters Score -820429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -820431.187500 Penalty: 2861.649658
	Iteration 34Q: 3 clusters Score -820431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -820432.125000 Penalty: 2861.649658
	Iteration 35Q: 3 clusters Score -820432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -820432.125000 Penalty: 2861.649658
	Iteration 36F: 3 clusters Score -820432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -863069.125000 Penalty: 1443.478882
	Iteration 0F: 2 clusters Score -863069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -857686.375000 Penalty: 2886.957764
	Iteration 0F: 3 clusters Score -857686.4 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -859321.125000 Penalty: 2886.957764
	Iteration 1F: 3 clusters Score -859321.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -859559.187500 Penalty: 2886.957764
	Iteration 2F: 3 clusters Score -859559.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -859728.437500 Penalty: 2886.957764
	Iteration 3F: 3 clusters Score -859728.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -859878.625000 Penalty: 2886.957764
	Iteration 4Q: 3 clusters Score -859878.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -860040.937500 Penalty: 2886.957764
	Iteration 5Q: 3 clusters Score -860040.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -860197.187500 Penalty: 2886.957764
	Iteration 6Q: 3 clusters Score -860197.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -860355.312500 Penalty: 2886.957764
	Iteration 7Q: 3 clusters Score -860355.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -860542.625000 Penalty: 2886.957764
	Iteration 8Q: 3 clusters Score -860542.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -860672.062500 Penalty: 2886.957764
	Iteration 9Q: 3 clusters Score -860672.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -860814.812500 Penalty: 2886.957764
	Iteration 10Q: 3 clusters Score -860814.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -860945.062500 Penalty: 2886.957764
	Iteration 11Q: 3 clusters Score -860945.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -861081.750000 Penalty: 2886.957764
	Iteration 12Q: 3 clusters Score -861081.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -861206.812500 Penalty: 2886.957764
	Iteration 13Q: 3 clusters Score -861206.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -861312.250000 Penalty: 2886.957764
	Iteration 14Q: 3 clusters Score -861312.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -861400.437500 Penalty: 2886.957764
	Iteration 15Q: 3 clusters Score -861400.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -861475.625000 Penalty: 2886.957764
	Iteration 16Q: 3 clusters Score -861475.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -861545.500000 Penalty: 2886.957764
	Iteration 17Q: 3 clusters Score -861545.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -861602.875000 Penalty: 2886.957764
	Iteration 18Q: 3 clusters Score -861602.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -861639.312500 Penalty: 2886.957764
	Iteration 19Q: 3 clusters Score -861639.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -861666.812500 Penalty: 2886.957764
	Iteration 20F: 3 clusters Score -861666.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -861685.750000 Penalty: 2886.957764
	Iteration 21Q: 3 clusters Score -861685.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -861703.625000 Penalty: 2886.957764
	Iteration 22Q: 3 clusters Score -861703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -861720.250000 Penalty: 2886.957764
	Iteration 23Q: 3 clusters Score -861720.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -861737.687500 Penalty: 2886.957764
	Iteration 24Q: 3 clusters Score -861737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -861751.625000 Penalty: 2886.957764
	Iteration 25Q: 3 clusters Score -861751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -861766.000000 Penalty: 2886.957764
	Iteration 26Q: 3 clusters Score -861766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -861774.312500 Penalty: 2886.957764
	Iteration 27Q: 3 clusters Score -861774.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -861780.062500 Penalty: 2886.957764
	Iteration 28Q: 3 clusters Score -861780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -861785.937500 Penalty: 2886.957764
	Iteration 29Q: 3 clusters Score -861785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -861790.000000 Penalty: 2886.957764
	Iteration 30Q: 3 clusters Score -861790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -861790.312500 Penalty: 2886.957764
	Iteration 31Q: 3 clusters Score -861790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -861793.687500 Penalty: 2886.957764
	Iteration 32Q: 3 clusters Score -861793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -861799.375000 Penalty: 2886.957764
	Iteration 33Q: 3 clusters Score -861799.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -861803.812500 Penalty: 2886.957764
	Iteration 34Q: 3 clusters Score -861803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -861809.437500 Penalty: 2886.957764
	Iteration 35Q: 3 clusters Score -861809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -861818.687500 Penalty: 2886.957764
	Iteration 36Q: 3 clusters Score -861818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -861820.937500 Penalty: 2886.957764
	Iteration 37Q: 3 clusters Score -861820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -861823.875000 Penalty: 2886.957764
	Iteration 38Q: 3 clusters Score -861823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -861826.750000 Penalty: 2886.957764
	Iteration 39Q: 3 clusters Score -861826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -861830.125000 Penalty: 2886.957764
	Iteration 40F: 3 clusters Score -861830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -861834.437500 Penalty: 2886.957764
	Iteration 41Q: 3 clusters Score -861834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -861835.125000 Penalty: 2886.957764
	Iteration 42Q: 3 clusters Score -861835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -861835.250000 Penalty: 2886.957764
	Iteration 43Q: 3 clusters Score -861835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -861835.875000 Penalty: 2886.957764
	Iteration 44Q: 3 clusters Score -861835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -861838.187500 Penalty: 2886.957764
	Iteration 45Q: 3 clusters Score -861838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -861841.437500 Penalty: 2886.957764
	Iteration 46Q: 3 clusters Score -861841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -861842.687500 Penalty: 2886.957764
	Iteration 47Q: 3 clusters Score -861842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -861844.500000 Penalty: 2886.957764
	Iteration 48Q: 3 clusters Score -861844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -861844.750000 Penalty: 2886.957764
	Iteration 49Q: 3 clusters Score -861844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -861844.000000 Penalty: 2886.957764
	Iteration 50Q: 3 clusters Score -861844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -861844.000000 Penalty: 2886.957764
	Iteration 51F: 3 clusters Score -861844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Entering Unmasked Estep 
Score: -1463892.250000 Penalty: 1524.523804
	Iteration 0F: 2 clusters Score -1463892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1455525.625000 Penalty: 3049.047607
	Iteration 0F: 3 clusters Score -1455526 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1458209.000000 Penalty: 3049.047607
	Iteration 1F: 3 clusters Score -1458209 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1458470.625000 Penalty: 3049.047607
	Iteration 2F: 3 clusters Score -1458471 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1458707.375000 Penalty: 3049.047607
	Iteration 3Q: 3 clusters Score -1458707 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1458940.000000 Penalty: 3049.047607
	Iteration 4Q: 3 clusters Score -1458940 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1459203.250000 Penalty: 3049.047607
	Iteration 5Q: 3 clusters Score -1459203 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1459505.250000 Penalty: 3049.047607
	Iteration 6Q: 3 clusters Score -1459505 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1459856.625000 Penalty: 3049.047607
	Iteration 7Q: 3 clusters Score -1459857 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1460275.500000 Penalty: 3049.047607
	Iteration 8F: 3 clusters Score -1460276 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1460729.125000 Penalty: 3049.047607
	Iteration 9F: 3 clusters Score -1460729 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1461221.375000 Penalty: 3049.047607
	Iteration 10F: 3 clusters Score -1461221 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1461679.125000 Penalty: 3049.047607
	Iteration 11Q: 3 clusters Score -1461679 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1461992.125000 Penalty: 3049.047607
	Iteration 12Q: 3 clusters Score -1461992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1462192.125000 Penalty: 3049.047607
	Iteration 13Q: 3 clusters Score -1462192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1462315.625000 Penalty: 3049.047607
	Iteration 14Q: 3 clusters Score -1462316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1462397.875000 Penalty: 3049.047607
	Iteration 15Q: 3 clusters Score -1462398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1462436.875000 Penalty: 3049.047607
	Iteration 16Q: 3 clusters Score -1462437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1462465.000000 Penalty: 3049.047607
	Iteration 17Q: 3 clusters Score -1462465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1462486.875000 Penalty: 3049.047607
	Iteration 18Q: 3 clusters Score -1462487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1462504.250000 Penalty: 3049.047607
	Iteration 19Q: 3 clusters Score -1462504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1462510.250000 Penalty: 3049.047607
	Iteration 20F: 3 clusters Score -1462510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1462521.375000 Penalty: 3049.047607
	Iteration 21Q: 3 clusters Score -1462521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1462535.875000 Penalty: 3049.047607
	Iteration 22Q: 3 clusters Score -1462536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1462539.875000 Penalty: 3049.047607
	Iteration 23Q: 3 clusters Score -1462540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1462545.625000 Penalty: 3049.047607
	Iteration 24Q: 3 clusters Score -1462546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1462547.375000 Penalty: 3049.047607
	Iteration 25Q: 3 clusters Score -1462547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1462550.875000 Penalty: 3049.047607
	Iteration 26Q: 3 clusters Score -1462551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1462551.375000 Penalty: 3049.047607
	Iteration 27Q: 3 clusters Score -1462551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1462552.500000 Penalty: 3049.047607
	Iteration 28Q: 3 clusters Score -1462552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1462567.500000 Penalty: 3049.047607
	Iteration 29Q: 3 clusters Score -1462568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1462576.875000 Penalty: 3049.047607
	Iteration 30Q: 3 clusters Score -1462577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1462577.000000 Penalty: 3049.047607
	Iteration 31Q: 3 clusters Score -1462577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1462582.000000 Penalty: 3049.047607
	Iteration 32Q: 3 clusters Score -1462582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1462585.625000 Penalty: 3049.047607
	Iteration 33Q: 3 clusters Score -1462586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1462586.500000 Penalty: 3049.047607
	Iteration 34Q: 3 clusters Score -1462586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1462586.500000 Penalty: 3049.047607
	Iteration 35F: 3 clusters Score -1462586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 7 contains 10862 members 
Mstep: Class 8 contains 11632 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 144131 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6668 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 11869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437614.000000 Penalty: 32274.470703
Iteration 79Q: 17 clusters Score -2.943761e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 105 members 
Mstep: Class 15 contains 6839 members 
Mstep: Class 16 contains 143912 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 19 contains 6658 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 11899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438582.000000 Penalty: 32274.470703
Iteration 80F: 17 clusters Score -2.943858e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 10021 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 143760 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6654 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438818.000000 Penalty: 32274.470703
Iteration 81Q: 17 clusters Score -2.943882e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 11550 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 143752 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6653 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438728.000000 Penalty: 32274.470703
Iteration 82Q: 17 clusters Score -2.943873e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 11542 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6609 members 
Mstep: Class 16 contains 143703 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 20 contains 7220 members 
Mstep: Class 21 contains 11658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438636.000000 Penalty: 32274.470703
Iteration 83Q: 17 clusters Score -2.943864e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 5131 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 3346 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 10583 members 
Mstep: Class 8 contains 11535 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6579 members 
Mstep: Class 16 contains 143647 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 7241 members 
Mstep: Class 21 contains 11622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438486.000000 Penalty: 32274.470703
Iteration 84Q: 17 clusters Score -2.943849e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 5140 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 10558 members 
Mstep: Class 8 contains 11528 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 143578 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6656 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 11597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438382.000000 Penalty: 32274.470703
Iteration 85Q: 17 clusters Score -2.943838e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 11010 members 
Mstep: Class 7 contains 10542 members 
Mstep: Class 8 contains 11527 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6547 members 
Mstep: Class 16 contains 143594 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6656 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 11577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438286.000000 Penalty: 32274.470703
Iteration 86Q: 17 clusters Score -2.943829e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 10531 members 
Mstep: Class 8 contains 11522 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6538 members 
Mstep: Class 16 contains 143607 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6660 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 11571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438258.000000 Penalty: 32274.470703
Iteration 87Q: 17 clusters Score -2.943826e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 11517 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 143619 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 11561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438228.000000 Penalty: 32274.470703
Iteration 88Q: 17 clusters Score -2.943823e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 11508 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 143654 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 11551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438298.000000 Penalty: 32274.470703
Iteration 89Q: 17 clusters Score -2.94383e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 10509 members 
Mstep: Class 8 contains 11502 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 143685 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 11545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438368.000000 Penalty: 32274.470703
Iteration 90Q: 17 clusters Score -2.943837e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 11498 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 143699 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438404.000000 Penalty: 32274.470703
Iteration 91Q: 17 clusters Score -2.94384e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 11495 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 143727 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 11541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438418.000000 Penalty: 32274.470703
Iteration 92Q: 17 clusters Score -2.943842e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 10502 members 
Mstep: Class 8 contains 11493 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 143738 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 11537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438524.000000 Penalty: 32274.470703
Iteration 93Q: 17 clusters Score -2.943852e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 10962 members 
Mstep: Class 7 contains 10500 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 143731 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 11539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438530.000000 Penalty: 32274.470703
Iteration 94Q: 17 clusters Score -2.943853e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 10938 members 
Mstep: Class 7 contains 10500 members 
Mstep: Class 8 contains 11489 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 143768 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438560.000000 Penalty: 32274.470703
Iteration 95Q: 17 clusters Score -2.943856e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 143776 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 11534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438640.000000 Penalty: 32274.470703
Iteration 96Q: 17 clusters Score -2.943864e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10930 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11480 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 16 contains 143790 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438676.000000 Penalty: 32274.470703
Iteration 97Q: 17 clusters Score -2.943868e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 5247 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 10932 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 11474 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6503 members 
Mstep: Class 16 contains 143801 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438682.000000 Penalty: 32274.470703
Iteration 98Q: 17 clusters Score -2.943868e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 5249 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10911 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6502 members 
Mstep: Class 16 contains 143821 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7356 members 
Mstep: Class 21 contains 11528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438698.000000 Penalty: 32274.470703
Iteration 99Q: 17 clusters Score -2.94387e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10909 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11474 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 143821 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7362 members 
Mstep: Class 21 contains 11528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438724.000000 Penalty: 32274.470703
Iteration 100F: 17 clusters Score -2.943872e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10885 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 11471 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6499 members 
Mstep: Class 16 contains 143840 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438750.000000 Penalty: 32274.470703
Iteration 101Q: 17 clusters Score -2.943875e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 5243 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11469 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 143853 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438848.000000 Penalty: 32274.470703
Iteration 102Q: 17 clusters Score -2.943885e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10874 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11470 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6494 members 
Mstep: Class 16 contains 143862 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7383 members 
Mstep: Class 21 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438866.000000 Penalty: 32274.470703
Iteration 103Q: 17 clusters Score -2.943887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10882 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11468 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6491 members 
Mstep: Class 16 contains 143861 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7386 members 
Mstep: Class 21 contains 11532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438886.000000 Penalty: 32274.470703
Iteration 104Q: 17 clusters Score -2.943889e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 5228 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11467 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 143856 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7391 members 
Mstep: Class 21 contains 11527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438938.000000 Penalty: 32274.470703
Iteration 105Q: 17 clusters Score -2.943894e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10929 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 143840 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 7396 members 
Mstep: Class 21 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438966.000000 Penalty: 32274.470703
Iteration 106Q: 17 clusters Score -2.943897e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11465 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 143812 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 11518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438982.000000 Penalty: 32274.470703
Iteration 107Q: 17 clusters Score -2.943898e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11007 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11464 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6476 members 
Mstep: Class 16 contains 143778 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 7400 members 
Mstep: Class 21 contains 11516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438988.000000 Penalty: 32274.470703
Iteration 108Q: 17 clusters Score -2.943899e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11033 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11463 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6475 members 
Mstep: Class 16 contains 143756 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 7405 members 
Mstep: Class 21 contains 11512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438994.000000 Penalty: 32274.470703
Iteration 109Q: 17 clusters Score -2.943899e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11053 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 11463 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6473 members 
Mstep: Class 16 contains 143739 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 11506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439034.000000 Penalty: 32274.470703
Iteration 110Q: 17 clusters Score -2.943903e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 11464 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6473 members 
Mstep: Class 16 contains 143725 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 7426 members 
Mstep: Class 21 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439100.000000 Penalty: 32274.470703
Iteration 111Q: 17 clusters Score -2.94391e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11071 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11462 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 143721 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 7428 members 
Mstep: Class 21 contains 11497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439134.000000 Penalty: 32274.470703
Iteration 112Q: 17 clusters Score -2.943913e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11083 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11460 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 143716 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 11494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439146.000000 Penalty: 32274.470703
Iteration 113Q: 17 clusters Score -2.943915e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11461 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 143709 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6662 members 
Mstep: Class 20 contains 7429 members 
Mstep: Class 21 contains 11492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439140.000000 Penalty: 32274.470703
Iteration 114Q: 17 clusters Score -2.943914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11460 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6464 members 
Mstep: Class 16 contains 143707 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6662 members 
Mstep: Class 20 contains 7431 members 
Mstep: Class 21 contains 11489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439132.000000 Penalty: 32274.470703
Iteration 115Q: 17 clusters Score -2.943913e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 10487 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6463 members 
Mstep: Class 16 contains 143706 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6662 members 
Mstep: Class 20 contains 7434 members 
Mstep: Class 21 contains 11490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439158.000000 Penalty: 32274.470703
Iteration 116Q: 17 clusters Score -2.943916e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11093 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11452 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 143723 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7437 members 
Mstep: Class 21 contains 11485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439184.000000 Penalty: 32274.470703
Iteration 117Q: 17 clusters Score -2.943918e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 143731 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7439 members 
Mstep: Class 21 contains 11481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439134.000000 Penalty: 32274.470703
Iteration 118Q: 17 clusters Score -2.943913e+07 nChanged 84
Entering ConstructFrom: 
Score: -29439134.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (23792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Entering Unmasked Estep 
Score: -2902384.750000 Penalty: 1637.529541
	Iteration 0F: 2 clusters Score -2902385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2886329.250000 Penalty: 3275.059082
	Iteration 0F: 3 clusters Score -2886329 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2892156.250000 Penalty: 3275.059082
	Iteration 1F: 3 clusters Score -2892156 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2892447.250000 Penalty: 3275.059082
	Iteration 2Q: 3 clusters Score -2892447 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2892725.000000 Penalty: 3275.059082
	Iteration 3Q: 3 clusters Score -2892725 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2893026.000000 Penalty: 3275.059082
	Iteration 4Q: 3 clusters Score -2893026 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2893380.500000 Penalty: 3275.059082
	Iteration 5Q: 3 clusters Score -2893380 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2893821.000000 Penalty: 3275.059082
	Iteration 6Q: 3 clusters Score -2893821 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2894466.250000 Penalty: 3275.059082
	Iteration 7Q: 3 clusters Score -2894466 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2895350.250000 Penalty: 3275.059082
	Iteration 8F: 3 clusters Score -2895350 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2896444.250000 Penalty: 3275.059082
	Iteration 9F: 3 clusters Score -2896444 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2897663.500000 Penalty: 3275.059082
	Iteration 10F: 3 clusters Score -2897664 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2898835.000000 Penalty: 3275.059082
	Iteration 11F: 3 clusters Score -2898835 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2899791.000000 Penalty: 3275.059082
	Iteration 12Q: 3 clusters Score -2899791 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2900407.000000 Penalty: 3275.059082
	Iteration 13Q: 3 clusters Score -2900407 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2900757.000000 Penalty: 3275.059082
	Iteration 14Q: 3 clusters Score -2900757 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2901031.750000 Penalty: 3275.059082
	Iteration 15Q: 3 clusters Score -2901032 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2901248.500000 Penalty: 3275.059082
	Iteration 16Q: 3 clusters Score -2901248 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2901411.250000 Penalty: 3275.059082
	Iteration 17Q: 3 clusters Score -2901411 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2901526.000000 Penalty: 3275.059082
	Iteration 18Q: 3 clusters Score -2901526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2901594.500000 Penalty: 3275.059082
	Iteration 19Q: 3 clusters Score -2901594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2901639.750000 Penalty: 3275.059082
	Iteration 20F: 3 clusters Score -2901640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2901665.500000 Penalty: 3275.059082
	Iteration 21Q: 3 clusters Score -2901666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2901676.750000 Penalty: 3275.059082
	Iteration 22Q: 3 clusters Score -2901677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2901683.500000 Penalty: 3275.059082
	Iteration 23Q: 3 clusters Score -2901684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2901689.750000 Penalty: 3275.059082
	Iteration 24Q: 3 clusters Score -2901690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2901692.250000 Penalty: 3275.059082
	Iteration 25Q: 3 clusters Score -2901692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2901695.250000 Penalty: 3275.059082
	Iteration 26Q: 3 clusters Score -2901695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2901701.500000 Penalty: 3275.059082
	Iteration 27Q: 3 clusters Score -2901702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2901693.000000 Penalty: 3275.059082
	Iteration 28Q: 3 clusters Score -2901693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2901693.000000 Penalty: 3275.059082
	Iteration 29F: 3 clusters Score -2901693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -649873.437500 Penalty: 1391.569458
	Iteration 0F: 2 clusters Score -649873.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -645829.062500 Penalty: 2783.138916
	Iteration 0F: 3 clusters Score -645829.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -646939.875000 Penalty: 2783.138916
	Iteration 1F: 3 clusters Score -646939.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -647095.250000 Penalty: 2783.138916
	Iteration 2F: 3 clusters Score -647095.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -647200.187500 Penalty: 2783.138916
	Iteration 3Q: 3 clusters Score -647200.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -647268.062500 Penalty: 2783.138916
	Iteration 4Q: 3 clusters Score -647268.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -647322.437500 Penalty: 2783.138916
	Iteration 5Q: 3 clusters Score -647322.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -647366.812500 Penalty: 2783.138916
	Iteration 6Q: 3 clusters Score -647366.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -647400.250000 Penalty: 2783.138916
	Iteration 7Q: 3 clusters Score -647400.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -647425.312500 Penalty: 2783.138916
	Iteration 8Q: 3 clusters Score -647425.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -647452.375000 Penalty: 2783.138916
	Iteration 9Q: 3 clusters Score -647452.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -647477.750000 Penalty: 2783.138916
	Iteration 10Q: 3 clusters Score -647477.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -647499.562500 Penalty: 2783.138916
	Iteration 11Q: 3 clusters Score -647499.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -647532.625000 Penalty: 2783.138916
	Iteration 12Q: 3 clusters Score -647532.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -647561.000000 Penalty: 2783.138916
	Iteration 13Q: 3 clusters Score -647561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -647593.687500 Penalty: 2783.138916
	Iteration 14Q: 3 clusters Score -647593.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -647627.125000 Penalty: 2783.138916
	Iteration 15Q: 3 clusters Score -647627.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -647651.687500 Penalty: 2783.138916
	Iteration 16Q: 3 clusters Score -647651.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -647678.812500 Penalty: 2783.138916
	Iteration 17Q: 3 clusters Score -647678.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -647706.125000 Penalty: 2783.138916
	Iteration 18Q: 3 clusters Score -647706.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -647727.375000 Penalty: 2783.138916
	Iteration 19Q: 3 clusters Score -647727.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -647759.562500 Penalty: 2783.138916
	Iteration 20F: 3 clusters Score -647759.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -647786.187500 Penalty: 2783.138916
	Iteration 21Q: 3 clusters Score -647786.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -647824.250000 Penalty: 2783.138916
	Iteration 22Q: 3 clusters Score -647824.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -647862.750000 Penalty: 2783.138916
	Iteration 23Q: 3 clusters Score -647862.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -647899.500000 Penalty: 2783.138916
	Iteration 24Q: 3 clusters Score -647899.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -647939.375000 Penalty: 2783.138916
	Iteration 25Q: 3 clusters Score -647939.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -647988.625000 Penalty: 2783.138916
	Iteration 26Q: 3 clusters Score -647988.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -648034.250000 Penalty: 2783.138916
	Iteration 27Q: 3 clusters Score -648034.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -648083.125000 Penalty: 2783.138916
	Iteration 28Q: 3 clusters Score -648083.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -648144.812500 Penalty: 2783.138916
	Iteration 29Q: 3 clusters Score -648144.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -648207.562500 Penalty: 2783.138916
	Iteration 30Q: 3 clusters Score -648207.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -648260.125000 Penalty: 2783.138916
	Iteration 31Q: 3 clusters Score -648260.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -648319.687500 Penalty: 2783.138916
	Iteration 32Q: 3 clusters Score -648319.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -648368.750000 Penalty: 2783.138916
	Iteration 33Q: 3 clusters Score -648368.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -648412.562500 Penalty: 2783.138916
	Iteration 34Q: 3 clusters Score -648412.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -648462.437500 Penalty: 2783.138916
	Iteration 35Q: 3 clusters Score -648462.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -648513.500000 Penalty: 2783.138916
	Iteration 36Q: 3 clusters Score -648513.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -648548.125000 Penalty: 2783.138916
	Iteration 37Q: 3 clusters Score -648548.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -648578.062500 Penalty: 2783.138916
	Iteration 38Q: 3 clusters Score -648578.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -648598.000000 Penalty: 2783.138916
	Iteration 39Q: 3 clusters Score -648598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -648611.062500 Penalty: 2783.138916
	Iteration 40F: 3 clusters Score -648611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -648623.937500 Penalty: 2783.138916
	Iteration 41Q: 3 clusters Score -648623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -648638.062500 Penalty: 2783.138916
	Iteration 42Q: 3 clusters Score -648638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -648650.562500 Penalty: 2783.138916
	Iteration 43Q: 3 clusters Score -648650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -648664.312500 Penalty: 2783.138916
	Iteration 44Q: 3 clusters Score -648664.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -648674.250000 Penalty: 2783.138916
	Iteration 45Q: 3 clusters Score -648674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -648686.875000 Penalty: 2783.138916
	Iteration 46Q: 3 clusters Score -648686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -648695.187500 Penalty: 2783.138916
	Iteration 47Q: 3 clusters Score -648695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -648700.125000 Penalty: 2783.138916
	Iteration 48Q: 3 clusters Score -648700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -648705.437500 Penalty: 2783.138916
	Iteration 49Q: 3 clusters Score -648705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -648708.937500 Penalty: 2783.138916
	Iteration 50Q: 3 clusters Score -648708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -648711.000000 Penalty: 2783.138916
	Iteration 51Q: 3 clusters Score -648711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -648712.250000 Penalty: 2783.138916
	Iteration 52Q: 3 clusters Score -648712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -648714.937500 Penalty: 2783.138916
	Iteration 53Q: 3 clusters Score -648714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -648715.500000 Penalty: 2783.138916
	Iteration 54Q: 3 clusters Score -648715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -648718.500000 Penalty: 2783.138916
	Iteration 55Q: 3 clusters Score -648718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -648718.500000 Penalty: 2783.138916
	Iteration 56Q: 3 clusters Score -648718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -648718.500000 Penalty: 2783.138916
	Iteration 57F: 3 clusters Score -648718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43968.257812 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -43968.26 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 165 members 
Entering Unmasked Estep 
Score: -43036.894531 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -43036.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43108.605469 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -43108.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43123.289062 Penalty: 1862.282349
	Iteration 2Q: 3 clusters Score -43123.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43140.714844 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -43140.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43149.566406 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -43149.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43155.640625 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -43155.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43158.343750 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -43158.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43159.667969 Penalty: 1862.282349
	Iteration 7Q: 3 clusters Score -43159.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43159.667969 Penalty: 1862.282349
	Iteration 8F: 3 clusters Score -43159.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -320894.656250 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -320894.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -318288.531250 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -318288.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -318947.281250 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -318947.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -319138.281250 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -319138.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -319277.968750 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -319278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319406.750000 Penalty: 2584.485596
	Iteration 4Q: 3 clusters Score -319406.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319537.937500 Penalty: 2584.485596
	Iteration 5F: 3 clusters Score -319537.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -319641.375000 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -319641.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -319718.281250 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -319718.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -319790.281250 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -319790.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -319857.781250 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -319857.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -319912.187500 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -319912.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -319944.812500 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -319944.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -319978.375000 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -319978.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -320004.375000 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -320004.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -320019.781250 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -320019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -320029.031250 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -320029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -320038.875000 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -320038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -320048.562500 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -320048.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -320054.875000 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -320054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -320059.687500 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -320059.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -320063.281250 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -320063.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -320066.218750 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -320066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -320070.875000 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -320070.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -320074.281250 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -320074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -320075.812500 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -320075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -320076.375000 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -320076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -320078.437500 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -320078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -320079.750000 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -320079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -320080.687500 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -320080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -320082.375000 Penalty: 2584.485596
	Iteration 29Q: 3 clusters Score -320082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -320082.218750 Penalty: 2584.485596
	Iteration 30Q: 3 clusters Score -320082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -320082.968750 Penalty: 2584.485596
	Iteration 31Q: 3 clusters Score -320083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -320083.500000 Penalty: 2584.485596
	Iteration 32Q: 3 clusters Score -320083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -320083.500000 Penalty: 2584.485596
	Iteration 33F: 3 clusters Score -320083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -396925.593750 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -396925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -393951.593750 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -393951.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394739.125000 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -394739.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394897.406250 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -394897.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -394995.500000 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -394995.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -395080.843750 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -395080.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -395153.312500 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -395153.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -395237.906250 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -395237.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -395328.062500 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -395328.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -395422.812500 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -395422.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -395525.281250 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -395525.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -395616.968750 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -395617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -395703.937500 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -395703.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -395772.687500 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -395772.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -395841.656250 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -395841.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -395891.437500 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -395891.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -395932.218750 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -395932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -395963.781250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -395963.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -396001.125000 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -396001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -396029.875000 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -396029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -396051.406250 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -396051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -396069.656250 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -396069.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -396082.281250 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -396082.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -396090.500000 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -396090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -396099.812500 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -396099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -396104.187500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -396104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -396106.000000 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -396106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -396107.250000 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -396107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -396108.281250 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -396108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -396110.812500 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -396110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -396111.218750 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -396111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -396111.343750 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -396111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -396112.062500 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -396112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -396113.062500 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -396113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -396113.062500 Penalty: 2640.445312
	Iteration 33F: 3 clusters Score -396113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1397246.750000 Penalty: 1513.375122
	Iteration 0F: 2 clusters Score -1397247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1389428.750000 Penalty: 3026.750244
	Iteration 0F: 3 clusters Score -1389429 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1391929.500000 Penalty: 3026.750244
	Iteration 1F: 3 clusters Score -1391930 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1392169.625000 Penalty: 3026.750244
	Iteration 2F: 3 clusters Score -1392170 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1392341.000000 Penalty: 3026.750244
	Iteration 3Q: 3 clusters Score -1392341 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1392478.500000 Penalty: 3026.750244
	Iteration 4Q: 3 clusters Score -1392478 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1392577.125000 Penalty: 3026.750244
	Iteration 5Q: 3 clusters Score -1392577 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1392658.375000 Penalty: 3026.750244
	Iteration 6Q: 3 clusters Score -1392658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1392709.375000 Penalty: 3026.750244
	Iteration 7Q: 3 clusters Score -1392709 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1392752.875000 Penalty: 3026.750244
	Iteration 8Q: 3 clusters Score -1392753 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1392778.250000 Penalty: 3026.750244
	Iteration 9Q: 3 clusters Score -1392778 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1392809.000000 Penalty: 3026.750244
	Iteration 10Q: 3 clusters Score -1392809 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1392837.375000 Penalty: 3026.750244
	Iteration 11Q: 3 clusters Score -1392837 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1392866.500000 Penalty: 3026.750244
	Iteration 12Q: 3 clusters Score -1392866 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1392898.000000 Penalty: 3026.750244
	Iteration 13Q: 3 clusters Score -1392898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1392924.875000 Penalty: 3026.750244
	Iteration 14Q: 3 clusters Score -1392925 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1392957.000000 Penalty: 3026.750244
	Iteration 15Q: 3 clusters Score -1392957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1392993.250000 Penalty: 3026.750244
	Iteration 16Q: 3 clusters Score -1392993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1393029.875000 Penalty: 3026.750244
	Iteration 17Q: 3 clusters Score -1393030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1393079.375000 Penalty: 3026.750244
	Iteration 18Q: 3 clusters Score -1393079 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1393143.500000 Penalty: 3026.750244
	Iteration 19Q: 3 clusters Score -1393144 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1393219.375000 Penalty: 3026.750244
	Iteration 20F: 3 clusters Score -1393219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1393329.875000 Penalty: 3026.750244
	Iteration 21Q: 3 clusters Score -1393330 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1393474.250000 Penalty: 3026.750244
	Iteration 22Q: 3 clusters Score -1393474 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1393658.375000 Penalty: 3026.750244
	Iteration 23Q: 3 clusters Score -1393658 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1393883.500000 Penalty: 3026.750244
	Iteration 24Q: 3 clusters Score -1393884 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1394134.375000 Penalty: 3026.750244
	Iteration 25Q: 3 clusters Score -1394134 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1394397.375000 Penalty: 3026.750244
	Iteration 26Q: 3 clusters Score -1394397 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1394631.125000 Penalty: 3026.750244
	Iteration 27Q: 3 clusters Score -1394631 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1394808.000000 Penalty: 3026.750244
	Iteration 28Q: 3 clusters Score -1394808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1394976.500000 Penalty: 3026.750244
	Iteration 29Q: 3 clusters Score -1394976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1395111.125000 Penalty: 3026.750244
	Iteration 30Q: 3 clusters Score -1395111 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1395219.375000 Penalty: 3026.750244
	Iteration 31Q: 3 clusters Score -1395219 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1395315.250000 Penalty: 3026.750244
	Iteration 32Q: 3 clusters Score -1395315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1395407.750000 Penalty: 3026.750244
	Iteration 33Q: 3 clusters Score -1395408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1395471.000000 Penalty: 3026.750244
	Iteration 34Q: 3 clusters Score -1395471 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1395534.500000 Penalty: 3026.750244
	Iteration 35Q: 3 clusters Score -1395534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1395580.000000 Penalty: 3026.750244
	Iteration 36Q: 3 clusters Score -1395580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1395616.625000 Penalty: 3026.750244
	Iteration 37Q: 3 clusters Score -1395617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1395650.500000 Penalty: 3026.750244
	Iteration 38Q: 3 clusters Score -1395650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1395680.125000 Penalty: 3026.750244
	Iteration 39Q: 3 clusters Score -1395680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1395707.250000 Penalty: 3026.750244
	Iteration 40F: 3 clusters Score -1395707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1395733.000000 Penalty: 3026.750244
	Iteration 41Q: 3 clusters Score -1395733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1395758.875000 Penalty: 3026.750244
	Iteration 42Q: 3 clusters Score -1395759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1395769.375000 Penalty: 3026.750244
	Iteration 43Q: 3 clusters Score -1395769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1395793.250000 Penalty: 3026.750244
	Iteration 44Q: 3 clusters Score -1395793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1395813.625000 Penalty: 3026.750244
	Iteration 45Q: 3 clusters Score -1395814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1395829.500000 Penalty: 3026.750244
	Iteration 46Q: 3 clusters Score -1395830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1395836.375000 Penalty: 3026.750244
	Iteration 47Q: 3 clusters Score -1395836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1395841.000000 Penalty: 3026.750244
	Iteration 48Q: 3 clusters Score -1395841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1395843.250000 Penalty: 3026.750244
	Iteration 49Q: 3 clusters Score -1395843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1395846.500000 Penalty: 3026.750244
	Iteration 50Q: 3 clusters Score -1395846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1395850.375000 Penalty: 3026.750244
	Iteration 51Q: 3 clusters Score -1395850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1395852.375000 Penalty: 3026.750244
	Iteration 52Q: 3 clusters Score -1395852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1395852.875000 Penalty: 3026.750244
	Iteration 53Q: 3 clusters Score -1395853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1395852.875000 Penalty: 3026.750244
	Iteration 54F: 3 clusters Score -1395853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1225593.750000 Penalty: 1504.453857
	Iteration 0F: 2 clusters Score -1225594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1218098.500000 Penalty: 3008.907715
	Iteration 0F: 3 clusters Score -1218098 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1220537.875000 Penalty: 3008.907715
	Iteration 1F: 3 clusters Score -1220538 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1220817.375000 Penalty: 3008.907715
	Iteration 2F: 3 clusters Score -1220817 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1221081.000000 Penalty: 3008.907715
	Iteration 3F: 3 clusters Score -1221081 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1221326.375000 Penalty: 3008.907715
	Iteration 4Q: 3 clusters Score -1221326 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1221583.375000 Penalty: 3008.907715
	Iteration 5Q: 3 clusters Score -1221583 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1221862.375000 Penalty: 3008.907715
	Iteration 6Q: 3 clusters Score -1221862 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1222199.750000 Penalty: 3008.907715
	Iteration 7Q: 3 clusters Score -1222200 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1222559.000000 Penalty: 3008.907715
	Iteration 8Q: 3 clusters Score -1222559 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1222930.375000 Penalty: 3008.907715
	Iteration 9Q: 3 clusters Score -1222930 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1223278.875000 Penalty: 3008.907715
	Iteration 10Q: 3 clusters Score -1223279 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1223540.750000 Penalty: 3008.907715
	Iteration 11Q: 3 clusters Score -1223541 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1223737.875000 Penalty: 3008.907715
	Iteration 12Q: 3 clusters Score -1223738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1223889.500000 Penalty: 3008.907715
	Iteration 13Q: 3 clusters Score -1223890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1223983.750000 Penalty: 3008.907715
	Iteration 14Q: 3 clusters Score -1223984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1224072.000000 Penalty: 3008.907715
	Iteration 15Q: 3 clusters Score -1224072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1224131.500000 Penalty: 3008.907715
	Iteration 16Q: 3 clusters Score -1224132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1224173.000000 Penalty: 3008.907715
	Iteration 17Q: 3 clusters Score -1224173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1224198.000000 Penalty: 3008.907715
	Iteration 18Q: 3 clusters Score -1224198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1224221.000000 Penalty: 3008.907715
	Iteration 19Q: 3 clusters Score -1224221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1224238.875000 Penalty: 3008.907715
	Iteration 20F: 3 clusters Score -1224239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1224247.625000 Penalty: 3008.907715
	Iteration 21Q: 3 clusters Score -1224248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1224252.500000 Penalty: 3008.907715
	Iteration 22Q: 3 clusters Score -1224252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1224264.625000 Penalty: 3008.907715
	Iteration 23Q: 3 clusters Score -1224265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1224265.750000 Penalty: 3008.907715
	Iteration 24Q: 3 clusters Score -1224266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1224266.625000 Penalty: 3008.907715
	Iteration 25Q: 3 clusters Score -1224267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1224266.625000 Penalty: 3008.907715
	Iteration 26F: 3 clusters Score -1224267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -1377835.750000 Penalty: 1518.640991
	Iteration 0F: 2 clusters Score -1377836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1369736.750000 Penalty: 3037.281982
	Iteration 0F: 3 clusters Score -1369737 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1372424.375000 Penalty: 3037.281982
	Iteration 1F: 3 clusters Score -1372424 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1372651.875000 Penalty: 3037.281982
	Iteration 2F: 3 clusters Score -1372652 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1372843.750000 Penalty: 3037.281982
	Iteration 3Q: 3 clusters Score -1372844 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1373031.625000 Penalty: 3037.281982
	Iteration 4Q: 3 clusters Score -1373032 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1373255.125000 Penalty: 3037.281982
	Iteration 5Q: 3 clusters Score -1373255 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1373545.375000 Penalty: 3037.281982
	Iteration 6Q: 3 clusters Score -1373545 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1373915.750000 Penalty: 3037.281982
	Iteration 7F: 3 clusters Score -1373916 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1374324.250000 Penalty: 3037.281982
	Iteration 8F: 3 clusters Score -1374324 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1374700.625000 Penalty: 3037.281982
	Iteration 9F: 3 clusters Score -1374701 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1374993.375000 Penalty: 3037.281982
	Iteration 10F: 3 clusters Score -1374993 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1375205.375000 Penalty: 3037.281982
	Iteration 11Q: 3 clusters Score -1375205 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1375355.250000 Penalty: 3037.281982
	Iteration 12Q: 3 clusters Score -1375355 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1375440.750000 Penalty: 3037.281982
	Iteration 13Q: 3 clusters Score -1375441 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1375482.500000 Penalty: 3037.281982
	Iteration 14Q: 3 clusters Score -1375482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1375510.250000 Penalty: 3037.281982
	Iteration 15Q: 3 clusters Score -1375510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1375536.875000 Penalty: 3037.281982
	Iteration 16Q: 3 clusters Score -1375537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1375559.500000 Penalty: 3037.281982
	Iteration 17Q: 3 clusters Score -1375560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1375571.125000 Penalty: 3037.281982
	Iteration 18Q: 3 clusters Score -1375571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1375583.500000 Penalty: 3037.281982
	Iteration 19Q: 3 clusters Score -1375584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1375595.500000 Penalty: 3037.281982
	Iteration 20F: 3 clusters Score -1375596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1375608.875000 Penalty: 3037.281982
	Iteration 21Q: 3 clusters Score -1375609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1375617.375000 Penalty: 3037.281982
	Iteration 22Q: 3 clusters Score -1375617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1375629.750000 Penalty: 3037.281982
	Iteration 23Q: 3 clusters Score -1375630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1375637.500000 Penalty: 3037.281982
	Iteration 24Q: 3 clusters Score -1375638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1375648.375000 Penalty: 3037.281982
	Iteration 25Q: 3 clusters Score -1375648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1375654.125000 Penalty: 3037.281982
	Iteration 26Q: 3 clusters Score -1375654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1375657.125000 Penalty: 3037.281982
	Iteration 27Q: 3 clusters Score -1375657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1375672.875000 Penalty: 3037.281982
	Iteration 28Q: 3 clusters Score -1375673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1375685.625000 Penalty: 3037.281982
	Iteration 29Q: 3 clusters Score -1375686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1375696.750000 Penalty: 3037.281982
	Iteration 30Q: 3 clusters Score -1375697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1375718.625000 Penalty: 3037.281982
	Iteration 31Q: 3 clusters Score -1375719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1375730.000000 Penalty: 3037.281982
	Iteration 32Q: 3 clusters Score -1375730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1375748.750000 Penalty: 3037.281982
	Iteration 33Q: 3 clusters Score -1375749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1375765.500000 Penalty: 3037.281982
	Iteration 34Q: 3 clusters Score -1375766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1375783.125000 Penalty: 3037.281982
	Iteration 35Q: 3 clusters Score -1375783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1375802.750000 Penalty: 3037.281982
	Iteration 36Q: 3 clusters Score -1375803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1375818.875000 Penalty: 3037.281982
	Iteration 37Q: 3 clusters Score -1375819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1375843.375000 Penalty: 3037.281982
	Iteration 38Q: 3 clusters Score -1375843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1375866.000000 Penalty: 3037.281982
	Iteration 39Q: 3 clusters Score -1375866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1375882.500000 Penalty: 3037.281982
	Iteration 40F: 3 clusters Score -1375882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1375900.000000 Penalty: 3037.281982
	Iteration 41Q: 3 clusters Score -1375900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1375919.375000 Penalty: 3037.281982
	Iteration 42Q: 3 clusters Score -1375919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1375945.250000 Penalty: 3037.281982
	Iteration 43Q: 3 clusters Score -1375945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1375967.000000 Penalty: 3037.281982
	Iteration 44Q: 3 clusters Score -1375967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1376005.875000 Penalty: 3037.281982
	Iteration 45Q: 3 clusters Score -1376006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1376035.125000 Penalty: 3037.281982
	Iteration 46Q: 3 clusters Score -1376035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1376060.250000 Penalty: 3037.281982
	Iteration 47Q: 3 clusters Score -1376060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1376088.875000 Penalty: 3037.281982
	Iteration 48Q: 3 clusters Score -1376089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1376118.250000 Penalty: 3037.281982
	Iteration 49Q: 3 clusters Score -1376118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1376151.250000 Penalty: 3037.281982
	Iteration 50Q: 3 clusters Score -1376151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1376186.625000 Penalty: 3037.281982
	Iteration 51Q: 3 clusters Score -1376187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1376210.875000 Penalty: 3037.281982
	Iteration 52Q: 3 clusters Score -1376211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1376228.875000 Penalty: 3037.281982
	Iteration 53Q: 3 clusters Score -1376229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1376249.375000 Penalty: 3037.281982
	Iteration 54Q: 3 clusters Score -1376249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1376267.625000 Penalty: 3037.281982
	Iteration 55Q: 3 clusters Score -1376268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1376286.625000 Penalty: 3037.281982
	Iteration 56Q: 3 clusters Score -1376287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1376308.750000 Penalty: 3037.281982
	Iteration 57Q: 3 clusters Score -1376309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1376337.000000 Penalty: 3037.281982
	Iteration 58Q: 3 clusters Score -1376337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1376364.000000 Penalty: 3037.281982
	Iteration 59Q: 3 clusters Score -1376364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1376384.875000 Penalty: 3037.281982
	Iteration 60F: 3 clusters Score -1376385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1376405.250000 Penalty: 3037.281982
	Iteration 61Q: 3 clusters Score -1376405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1376430.000000 Penalty: 3037.281982
	Iteration 62Q: 3 clusters Score -1376430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1376457.250000 Penalty: 3037.281982
	Iteration 63Q: 3 clusters Score -1376457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1376473.125000 Penalty: 3037.281982
	Iteration 64Q: 3 clusters Score -1376473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1376491.500000 Penalty: 3037.281982
	Iteration 65Q: 3 clusters Score -1376492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1376505.375000 Penalty: 3037.281982
	Iteration 66Q: 3 clusters Score -1376505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1376511.500000 Penalty: 3037.281982
	Iteration 67Q: 3 clusters Score -1376512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1376520.000000 Penalty: 3037.281982
	Iteration 68Q: 3 clusters Score -1376520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1376524.625000 Penalty: 3037.281982
	Iteration 69Q: 3 clusters Score -1376525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1376529.250000 Penalty: 3037.281982
	Iteration 70Q: 3 clusters Score -1376529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1376533.375000 Penalty: 3037.281982
	Iteration 71Q: 3 clusters Score -1376533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1376533.750000 Penalty: 3037.281982
	Iteration 72Q: 3 clusters Score -1376534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1376536.125000 Penalty: 3037.281982
	Iteration 73Q: 3 clusters Score -1376536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1376541.500000 Penalty: 3037.281982
	Iteration 74Q: 3 clusters Score -1376542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1376544.250000 Penalty: 3037.281982
	Iteration 75Q: 3 clusters Score -1376544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1376547.500000 Penalty: 3037.281982
	Iteration 76Q: 3 clusters Score -1376548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1376552.625000 Penalty: 3037.281982
	Iteration 77Q: 3 clusters Score -1376553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1376552.750000 Penalty: 3037.281982
	Iteration 78Q: 3 clusters Score -1376553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1376554.750000 Penalty: 3037.281982
	Iteration 79Q: 3 clusters Score -1376555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1376557.750000 Penalty: 3037.281982
	Iteration 80F: 3 clusters Score -1376558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1376557.875000 Penalty: 3037.281982
	Iteration 81Q: 3 clusters Score -1376558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1376560.750000 Penalty: 3037.281982
	Iteration 82Q: 3 clusters Score -1376561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1376560.625000 Penalty: 3037.281982
	Iteration 83Q: 3 clusters Score -1376561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1376559.875000 Penalty: 3037.281982
	Iteration 84Q: 3 clusters Score -1376560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1376564.125000 Penalty: 3037.281982
	Iteration 85Q: 3 clusters Score -1376564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1376563.375000 Penalty: 3037.281982
	Iteration 86Q: 3 clusters Score -1376563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1376564.375000 Penalty: 3037.281982
	Iteration 87Q: 3 clusters Score -1376564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1376568.000000 Penalty: 3037.281982
	Iteration 88Q: 3 clusters Score -1376568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1376568.000000 Penalty: 3037.281982
	Iteration 89F: 3 clusters Score -1376568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -45824.457031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -45824.46 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 237 members 
Entering Unmasked Estep 
Score: -44820.519531 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -44820.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44969.675781 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -44969.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45032.707031 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -45032.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45064.941406 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -45064.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45090.601562 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -45090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45118.000000 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -45118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45172.371094 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -45172.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45195.308594 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -45195.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45231.226562 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -45231.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45241.296875 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -45241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45259.003906 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -45259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45272.496094 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -45272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45279.082031 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -45279.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45279.082031 Penalty: 1986.226929
	Iteration 13F: 3 clusters Score -45279.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -16388.359375 Penalty: 760.846313
	Iteration 0F: 2 clusters Score -16388.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15815.429688 Penalty: 1521.692627
	Iteration 0F: 3 clusters Score -15815.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -15843.307617 Penalty: 1521.692627
	Iteration 1F: 3 clusters Score -15843.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15853.794922 Penalty: 1521.692627
	Iteration 2Q: 3 clusters Score -15853.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -15856.431641 Penalty: 1521.692627
	Iteration 3Q: 3 clusters Score -15856.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -15856.431641 Penalty: 1521.692627
	Iteration 4F: 3 clusters Score -15856.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -802350.625000 Penalty: 1425.725342
	Iteration 0F: 2 clusters Score -802350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -797471.875000 Penalty: 2851.450684
	Iteration 0F: 3 clusters Score -797471.9 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -798959.312500 Penalty: 2851.450684
	Iteration 1F: 3 clusters Score -798959.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -799118.250000 Penalty: 2851.450684
	Iteration 2F: 3 clusters Score -799118.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -799216.000000 Penalty: 2851.450684
	Iteration 3Q: 3 clusters Score -799216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -799293.125000 Penalty: 2851.450684
	Iteration 4Q: 3 clusters Score -799293.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -799346.750000 Penalty: 2851.450684
	Iteration 5Q: 3 clusters Score -799346.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -799391.062500 Penalty: 2851.450684
	Iteration 6Q: 3 clusters Score -799391.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -799425.500000 Penalty: 2851.450684
	Iteration 7Q: 3 clusters Score -799425.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -799459.875000 Penalty: 2851.450684
	Iteration 8Q: 3 clusters Score -799459.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -799499.312500 Penalty: 2851.450684
	Iteration 9Q: 3 clusters Score -799499.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -799541.187500 Penalty: 2851.450684
	Iteration 10Q: 3 clusters Score -799541.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -799585.312500 Penalty: 2851.450684
	Iteration 11Q: 3 clusters Score -799585.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -799637.937500 Penalty: 2851.450684
	Iteration 12Q: 3 clusters Score -799637.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -799700.937500 Penalty: 2851.450684
	Iteration 13Q: 3 clusters Score -799700.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -799763.875000 Penalty: 2851.450684
	Iteration 14Q: 3 clusters Score -799763.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -799810.562500 Penalty: 2851.450684
	Iteration 15Q: 3 clusters Score -799810.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -799870.875000 Penalty: 2851.450684
	Iteration 16Q: 3 clusters Score -799870.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -799946.687500 Penalty: 2851.450684
	Iteration 17Q: 3 clusters Score -799946.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -800036.812500 Penalty: 2851.450684
	Iteration 18Q: 3 clusters Score -800036.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -800127.875000 Penalty: 2851.450684
	Iteration 19Q: 3 clusters Score -800127.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -800228.000000 Penalty: 2851.450684
	Iteration 20F: 3 clusters Score -800228 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -800319.875000 Penalty: 2851.450684
	Iteration 21Q: 3 clusters Score -800319.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -800398.875000 Penalty: 2851.450684
	Iteration 22Q: 3 clusters Score -800398.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -800482.750000 Penalty: 2851.450684
	Iteration 23Q: 3 clusters Score -800482.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -800576.312500 Penalty: 2851.450684
	Iteration 24Q: 3 clusters Score -800576.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -800658.312500 Penalty: 2851.450684
	Iteration 25Q: 3 clusters Score -800658.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -800734.500000 Penalty: 2851.450684
	Iteration 26Q: 3 clusters Score -800734.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -800777.875000 Penalty: 2851.450684
	Iteration 27Q: 3 clusters Score -800777.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -800821.875000 Penalty: 2851.450684
	Iteration 28Q: 3 clusters Score -800821.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -800859.687500 Penalty: 2851.450684
	Iteration 29Q: 3 clusters Score -800859.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -800889.750000 Penalty: 2851.450684
	Iteration 30Q: 3 clusters Score -800889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -800913.562500 Penalty: 2851.450684
	Iteration 31Q: 3 clusters Score -800913.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -800944.875000 Penalty: 2851.450684
	Iteration 32Q: 3 clusters Score -800944.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -800971.687500 Penalty: 2851.450684
	Iteration 33Q: 3 clusters Score -800971.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -801003.500000 Penalty: 2851.450684
	Iteration 34Q: 3 clusters Score -801003.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -801026.375000 Penalty: 2851.450684
	Iteration 35Q: 3 clusters Score -801026.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -801039.937500 Penalty: 2851.450684
	Iteration 36Q: 3 clusters Score -801039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -801049.812500 Penalty: 2851.450684
	Iteration 37Q: 3 clusters Score -801049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -801055.250000 Penalty: 2851.450684
	Iteration 38Q: 3 clusters Score -801055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -801061.812500 Penalty: 2851.450684
	Iteration 39Q: 3 clusters Score -801061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -801068.625000 Penalty: 2851.450684
	Iteration 40F: 3 clusters Score -801068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -801078.000000 Penalty: 2851.450684
	Iteration 41Q: 3 clusters Score -801078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -801083.812500 Penalty: 2851.450684
	Iteration 42Q: 3 clusters Score -801083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -801087.687500 Penalty: 2851.450684
	Iteration 43Q: 3 clusters Score -801087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -801089.625000 Penalty: 2851.450684
	Iteration 44Q: 3 clusters Score -801089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -801089.937500 Penalty: 2851.450684
	Iteration 45Q: 3 clusters Score -801089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -801090.125000 Penalty: 2851.450684
	Iteration 46Q: 3 clusters Score -801090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -801090.125000 Penalty: 2851.450684
	Iteration 47F: 3 clusters Score -801090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (143736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Entering Unmasked Estep 
Score: -17417842.000000 Penalty: 1929.806641
	Iteration 0F: 2 clusters Score -1.741784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -17326988.000000 Penalty: 3859.613281
	Iteration 0F: 3 clusters Score -1.732699e+07 nChanged 69180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -17368004.000000 Penalty: 3859.613281
	Iteration 1F: 3 clusters Score -1.7368e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -17368806.000000 Penalty: 3859.613281
	Iteration 2Q: 3 clusters Score -1.736881e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -17369922.000000 Penalty: 3859.613281
	Iteration 3Q: 3 clusters Score -1.736992e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -17371438.000000 Penalty: 3859.613281
	Iteration 4Q: 3 clusters Score -1.737144e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -17373322.000000 Penalty: 3859.613281
	Iteration 5Q: 3 clusters Score -1.737332e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -17375890.000000 Penalty: 3859.613281
	Iteration 6Q: 3 clusters Score -1.737589e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -17379338.000000 Penalty: 3859.613281
	Iteration 7F: 3 clusters Score -1.737934e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -17383482.000000 Penalty: 3859.613281
	Iteration 8F: 3 clusters Score -1.738348e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -17388298.000000 Penalty: 3859.613281
	Iteration 9F: 3 clusters Score -1.73883e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -17393646.000000 Penalty: 3859.613281
	Iteration 10F: 3 clusters Score -1.739365e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -17399168.000000 Penalty: 3859.613281
	Iteration 11F: 3 clusters Score -1.739917e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -17404374.000000 Penalty: 3859.613281
	Iteration 12Q: 3 clusters Score -1.740437e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -17408298.000000 Penalty: 3859.613281
	Iteration 13Q: 3 clusters Score -1.74083e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -17410448.000000 Penalty: 3859.613281
	Iteration 14Q: 3 clusters Score -1.741045e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -17411732.000000 Penalty: 3859.613281
	Iteration 15Q: 3 clusters Score -1.741173e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -17412612.000000 Penalty: 3859.613281
	Iteration 16Q: 3 clusters Score -1.741261e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138589 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -17413176.000000 Penalty: 3859.613281
	Iteration 17Q: 3 clusters Score -1.741318e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -17413704.000000 Penalty: 3859.613281
	Iteration 18Q: 3 clusters Score -1.74137e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140115 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -17414172.000000 Penalty: 3859.613281
	Iteration 19Q: 3 clusters Score -1.741417e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -17414538.000000 Penalty: 3859.613281
	Iteration 20F: 3 clusters Score -1.741454e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -17414856.000000 Penalty: 3859.613281
	Iteration 21Q: 3 clusters Score -1.741486e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -17415106.000000 Penalty: 3859.613281
	Iteration 22Q: 3 clusters Score -1.741511e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141748 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17415246.000000 Penalty: 3859.613281
	Iteration 23Q: 3 clusters Score -1.741525e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -17415362.000000 Penalty: 3859.613281
	Iteration 24Q: 3 clusters Score -1.741536e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17415498.000000 Penalty: 3859.613281
	Iteration 25Q: 3 clusters Score -1.74155e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -17415616.000000 Penalty: 3859.613281
	Iteration 26Q: 3 clusters Score -1.741562e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17415682.000000 Penalty: 3859.613281
	Iteration 27Q: 3 clusters Score -1.741568e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -17415732.000000 Penalty: 3859.613281
	Iteration 28Q: 3 clusters Score -1.741573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142529 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17415776.000000 Penalty: 3859.613281
	Iteration 29Q: 3 clusters Score -1.741578e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142586 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17415818.000000 Penalty: 3859.613281
	Iteration 30Q: 3 clusters Score -1.741582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -17415846.000000 Penalty: 3859.613281
	Iteration 31Q: 3 clusters Score -1.741585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17415864.000000 Penalty: 3859.613281
	Iteration 32Q: 3 clusters Score -1.741586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -17415882.000000 Penalty: 3859.613281
	Iteration 33Q: 3 clusters Score -1.741588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -17415908.000000 Penalty: 3859.613281
	Iteration 34Q: 3 clusters Score -1.741591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17415888.000000 Penalty: 3859.613281
	Iteration 35Q: 3 clusters Score -1.741589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17415908.000000 Penalty: 3859.613281
	Iteration 36Q: 3 clusters Score -1.741591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17415932.000000 Penalty: 3859.613281
	Iteration 37Q: 3 clusters Score -1.741593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -17415924.000000 Penalty: 3859.613281
	Iteration 38Q: 3 clusters Score -1.741592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142829 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17415914.000000 Penalty: 3859.613281
	Iteration 39Q: 3 clusters Score -1.741591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17415926.000000 Penalty: 3859.613281
	Iteration 40F: 3 clusters Score -1.741593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -17415954.000000 Penalty: 3859.613281
	Iteration 41Q: 3 clusters Score -1.741595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17415960.000000 Penalty: 3859.613281
	Iteration 42Q: 3 clusters Score -1.741596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17415960.000000 Penalty: 3859.613281
	Iteration 43Q: 3 clusters Score -1.741596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17415952.000000 Penalty: 3859.613281
	Iteration 44Q: 3 clusters Score -1.741595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17415964.000000 Penalty: 3859.613281
	Iteration 45Q: 3 clusters Score -1.741596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17415976.000000 Penalty: 3859.613281
	Iteration 46Q: 3 clusters Score -1.741598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142928 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17415986.000000 Penalty: 3859.613281
	Iteration 47Q: 3 clusters Score -1.741599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17415992.000000 Penalty: 3859.613281
	Iteration 48Q: 3 clusters Score -1.741599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -17416026.000000 Penalty: 3859.613281
	Iteration 49Q: 3 clusters Score -1.741603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17416042.000000 Penalty: 3859.613281
	Iteration 50Q: 3 clusters Score -1.741604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17416034.000000 Penalty: 3859.613281
	Iteration 51Q: 3 clusters Score -1.741603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17416058.000000 Penalty: 3859.613281
	Iteration 52Q: 3 clusters Score -1.741606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17416048.000000 Penalty: 3859.613281
	Iteration 53Q: 3 clusters Score -1.741605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17416048.000000 Penalty: 3859.613281
	Iteration 54Q: 3 clusters Score -1.741605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143009 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17416062.000000 Penalty: 3859.613281
	Iteration 55Q: 3 clusters Score -1.741606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17416068.000000 Penalty: 3859.613281
	Iteration 56Q: 3 clusters Score -1.741607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143023 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -17416082.000000 Penalty: 3859.613281
	Iteration 57Q: 3 clusters Score -1.741608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17416076.000000 Penalty: 3859.613281
	Iteration 58Q: 3 clusters Score -1.741608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17416078.000000 Penalty: 3859.613281
	Iteration 59Q: 3 clusters Score -1.741608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17416080.000000 Penalty: 3859.613281
	Iteration 60F: 3 clusters Score -1.741608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17416092.000000 Penalty: 3859.613281
	Iteration 61Q: 3 clusters Score -1.741609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143057 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -17416094.000000 Penalty: 3859.613281
	Iteration 62Q: 3 clusters Score -1.741609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -17416082.000000 Penalty: 3859.613281
	Iteration 63Q: 3 clusters Score -1.741608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -17416104.000000 Penalty: 3859.613281
	Iteration 64Q: 3 clusters Score -1.74161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -17416106.000000 Penalty: 3859.613281
	Iteration 65Q: 3 clusters Score -1.741611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -17416106.000000 Penalty: 3859.613281
	Iteration 66Q: 3 clusters Score -1.741611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -17416108.000000 Penalty: 3859.613281
	Iteration 67Q: 3 clusters Score -1.741611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17416116.000000 Penalty: 3859.613281
	Iteration 68Q: 3 clusters Score -1.741612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17416114.000000 Penalty: 3859.613281
	Iteration 69Q: 3 clusters Score -1.741611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17416122.000000 Penalty: 3859.613281
	Iteration 70Q: 3 clusters Score -1.741612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17416122.000000 Penalty: 3859.613281
	Iteration 71F: 3 clusters Score -1.741612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -128494.304688 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -128494.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126973.906250 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -126973.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127214.757812 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -127214.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127286.320312 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -127286.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127317.351562 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -127317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127338.382812 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -127338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127358.546875 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -127358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127375.492188 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -127375.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127388.265625 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -127388.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127402.015625 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -127402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127410.914062 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -127410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127419.062500 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -127419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127425.843750 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -127425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127427.117188 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -127427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127427.531250 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -127427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127428.796875 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -127428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127430.203125 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -127430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127432.156250 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -127432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127434.242188 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -127434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127436.882812 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -127436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127438.703125 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -127438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127439.554688 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -127439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -127440.765625 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -127440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127441.179688 Penalty: 2280.106445
	Iteration 22Q: 3 clusters Score -127441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127441.960938 Penalty: 2280.106445
	Iteration 23Q: 3 clusters Score -127442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127442.257812 Penalty: 2280.106445
	Iteration 24Q: 3 clusters Score -127442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127442.257812 Penalty: 2280.106445
	Iteration 25F: 3 clusters Score -127442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -820624.062500 Penalty: 1430.654053
	Iteration 0F: 2 clusters Score -820624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -815565.750000 Penalty: 2861.308105
	Iteration 0F: 3 clusters Score -815565.8 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -817061.750000 Penalty: 2861.308105
	Iteration 1F: 3 clusters Score -817061.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -817239.500000 Penalty: 2861.308105
	Iteration 2F: 3 clusters Score -817239.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -817365.625000 Penalty: 2861.308105
	Iteration 3Q: 3 clusters Score -817365.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -817468.375000 Penalty: 2861.308105
	Iteration 4Q: 3 clusters Score -817468.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -817562.187500 Penalty: 2861.308105
	Iteration 5Q: 3 clusters Score -817562.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -817642.687500 Penalty: 2861.308105
	Iteration 6Q: 3 clusters Score -817642.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -817704.937500 Penalty: 2861.308105
	Iteration 7Q: 3 clusters Score -817704.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -817773.187500 Penalty: 2861.308105
	Iteration 8Q: 3 clusters Score -817773.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -817854.937500 Penalty: 2861.308105
	Iteration 9Q: 3 clusters Score -817854.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -817933.250000 Penalty: 2861.308105
	Iteration 10Q: 3 clusters Score -817933.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -818015.250000 Penalty: 2861.308105
	Iteration 11Q: 3 clusters Score -818015.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -818108.250000 Penalty: 2861.308105
	Iteration 12Q: 3 clusters Score -818108.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -818204.187500 Penalty: 2861.308105
	Iteration 13Q: 3 clusters Score -818204.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -818282.375000 Penalty: 2861.308105
	Iteration 14Q: 3 clusters Score -818282.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -818345.187500 Penalty: 2861.308105
	Iteration 15Q: 3 clusters Score -818345.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -818405.125000 Penalty: 2861.308105
	Iteration 16Q: 3 clusters Score -818405.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -818465.187500 Penalty: 2861.308105
	Iteration 17Q: 3 clusters Score -818465.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -818518.062500 Penalty: 2861.308105
	Iteration 18Q: 3 clusters Score -818518.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -818579.875000 Penalty: 2861.308105
	Iteration 19Q: 3 clusters Score -818579.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -818623.500000 Penalty: 2861.308105
	Iteration 20F: 3 clusters Score -818623.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -818657.000000 Penalty: 2861.308105
	Iteration 21Q: 3 clusters Score -818657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -818695.250000 Penalty: 2861.308105
	Iteration 22Q: 3 clusters Score -818695.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -818732.750000 Penalty: 2861.308105
	Iteration 23Q: 3 clusters Score -818732.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -818765.437500 Penalty: 2861.308105
	Iteration 24Q: 3 clusters Score -818765.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -818804.437500 Penalty: 2861.308105
	Iteration 25Q: 3 clusters Score -818804.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -818850.437500 Penalty: 2861.308105
	Iteration 26Q: 3 clusters Score -818850.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -818894.125000 Penalty: 2861.308105
	Iteration 27Q: 3 clusters Score -818894.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -818934.812500 Penalty: 2861.308105
	Iteration 28Q: 3 clusters Score -818934.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -818978.625000 Penalty: 2861.308105
	Iteration 29Q: 3 clusters Score -818978.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -819026.187500 Penalty: 2861.308105
	Iteration 30Q: 3 clusters Score -819026.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -819081.250000 Penalty: 2861.308105
	Iteration 31Q: 3 clusters Score -819081.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -819136.937500 Penalty: 2861.308105
	Iteration 32Q: 3 clusters Score -819136.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -819198.937500 Penalty: 2861.308105
	Iteration 33Q: 3 clusters Score -819198.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -819244.125000 Penalty: 2861.308105
	Iteration 34Q: 3 clusters Score -819244.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -819277.812500 Penalty: 2861.308105
	Iteration 35Q: 3 clusters Score -819277.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -819295.187500 Penalty: 2861.308105
	Iteration 36Q: 3 clusters Score -819295.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -819316.250000 Penalty: 2861.308105
	Iteration 37Q: 3 clusters Score -819316.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -819338.125000 Penalty: 2861.308105
	Iteration 38Q: 3 clusters Score -819338.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -819361.375000 Penalty: 2861.308105
	Iteration 39Q: 3 clusters Score -819361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -819374.812500 Penalty: 2861.308105
	Iteration 40F: 3 clusters Score -819374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -819385.250000 Penalty: 2861.308105
	Iteration 41Q: 3 clusters Score -819385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -819396.375000 Penalty: 2861.308105
	Iteration 42Q: 3 clusters Score -819396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -819402.937500 Penalty: 2861.308105
	Iteration 43Q: 3 clusters Score -819402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -819413.562500 Penalty: 2861.308105
	Iteration 44Q: 3 clusters Score -819413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -819422.187500 Penalty: 2861.308105
	Iteration 45Q: 3 clusters Score -819422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -819430.437500 Penalty: 2861.308105
	Iteration 46Q: 3 clusters Score -819430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -819431.937500 Penalty: 2861.308105
	Iteration 47Q: 3 clusters Score -819431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -819434.562500 Penalty: 2861.308105
	Iteration 48Q: 3 clusters Score -819434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -819434.562500 Penalty: 2861.308105
	Iteration 49F: 3 clusters Score -819434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -890498.312500 Penalty: 1448.626709
	Iteration 0F: 2 clusters Score -890498.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -884924.875000 Penalty: 2897.253418
	Iteration 0F: 3 clusters Score -884924.9 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -886650.562500 Penalty: 2897.253418
	Iteration 1F: 3 clusters Score -886650.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -886900.750000 Penalty: 2897.253418
	Iteration 2F: 3 clusters Score -886900.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -887117.000000 Penalty: 2897.253418
	Iteration 3F: 3 clusters Score -887117 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -887309.312500 Penalty: 2897.253418
	Iteration 4Q: 3 clusters Score -887309.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -887471.312500 Penalty: 2897.253418
	Iteration 5Q: 3 clusters Score -887471.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -887629.625000 Penalty: 2897.253418
	Iteration 6Q: 3 clusters Score -887629.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -887780.375000 Penalty: 2897.253418
	Iteration 7Q: 3 clusters Score -887780.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -887937.062500 Penalty: 2897.253418
	Iteration 8Q: 3 clusters Score -887937.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -888103.937500 Penalty: 2897.253418
	Iteration 9Q: 3 clusters Score -888103.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -888245.375000 Penalty: 2897.253418
	Iteration 10Q: 3 clusters Score -888245.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -888376.687500 Penalty: 2897.253418
	Iteration 11Q: 3 clusters Score -888376.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -888492.250000 Penalty: 2897.253418
	Iteration 12Q: 3 clusters Score -888492.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -888566.937500 Penalty: 2897.253418
	Iteration 13Q: 3 clusters Score -888566.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -888615.562500 Penalty: 2897.253418
	Iteration 14Q: 3 clusters Score -888615.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -888648.750000 Penalty: 2897.253418
	Iteration 15Q: 3 clusters Score -888648.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -888667.937500 Penalty: 2897.253418
	Iteration 16Q: 3 clusters Score -888667.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -888686.500000 Penalty: 2897.253418
	Iteration 17Q: 3 clusters Score -888686.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -888704.250000 Penalty: 2897.253418
	Iteration 18Q: 3 clusters Score -888704.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -888719.375000 Penalty: 2897.253418
	Iteration 19Q: 3 clusters Score -888719.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -888734.750000 Penalty: 2897.253418
	Iteration 20F: 3 clusters Score -888734.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -888747.437500 Penalty: 2897.253418
	Iteration 21Q: 3 clusters Score -888747.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -888752.937500 Penalty: 2897.253418
	Iteration 22Q: 3 clusters Score -888752.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -888758.687500 Penalty: 2897.253418
	Iteration 23Q: 3 clusters Score -888758.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -888760.250000 Penalty: 2897.253418
	Iteration 24Q: 3 clusters Score -888760.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -888766.062500 Penalty: 2897.253418
	Iteration 25Q: 3 clusters Score -888766.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -888769.062500 Penalty: 2897.253418
	Iteration 26Q: 3 clusters Score -888769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -888771.375000 Penalty: 2897.253418
	Iteration 27Q: 3 clusters Score -888771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -888772.625000 Penalty: 2897.253418
	Iteration 28Q: 3 clusters Score -888772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -888773.250000 Penalty: 2897.253418
	Iteration 29Q: 3 clusters Score -888773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -888775.250000 Penalty: 2897.253418
	Iteration 30Q: 3 clusters Score -888775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -888777.375000 Penalty: 2897.253418
	Iteration 31Q: 3 clusters Score -888777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -888780.875000 Penalty: 2897.253418
	Iteration 32Q: 3 clusters Score -888780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -888779.312500 Penalty: 2897.253418
	Iteration 33Q: 3 clusters Score -888779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -888778.437500 Penalty: 2897.253418
	Iteration 34Q: 3 clusters Score -888778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -888778.812500 Penalty: 2897.253418
	Iteration 35Q: 3 clusters Score -888778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -888778.250000 Penalty: 2897.253418
	Iteration 36Q: 3 clusters Score -888778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -888780.250000 Penalty: 2897.253418
	Iteration 37Q: 3 clusters Score -888780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -888779.187500 Penalty: 2897.253418
	Iteration 38Q: 3 clusters Score -888779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -888779.187500 Penalty: 2897.253418
	Iteration 39F: 3 clusters Score -888779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Entering Unmasked Estep 
Score: -1416067.750000 Penalty: 1519.137085
	Iteration 0F: 2 clusters Score -1416068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1407895.875000 Penalty: 3038.274170
	Iteration 0F: 3 clusters Score -1407896 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1410572.625000 Penalty: 3038.274170
	Iteration 1F: 3 clusters Score -1410573 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1410805.750000 Penalty: 3038.274170
	Iteration 2F: 3 clusters Score -1410806 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1411008.125000 Penalty: 3038.274170
	Iteration 3Q: 3 clusters Score -1411008 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1411181.500000 Penalty: 3038.274170
	Iteration 4Q: 3 clusters Score -1411182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1411358.125000 Penalty: 3038.274170
	Iteration 5Q: 3 clusters Score -1411358 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1411540.750000 Penalty: 3038.274170
	Iteration 6Q: 3 clusters Score -1411541 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1411750.750000 Penalty: 3038.274170
	Iteration 7Q: 3 clusters Score -1411751 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1411956.625000 Penalty: 3038.274170
	Iteration 8Q: 3 clusters Score -1411957 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1412200.250000 Penalty: 3038.274170
	Iteration 9Q: 3 clusters Score -1412200 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1412491.000000 Penalty: 3038.274170
	Iteration 10Q: 3 clusters Score -1412491 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1412820.875000 Penalty: 3038.274170
	Iteration 11Q: 3 clusters Score -1412821 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1413158.625000 Penalty: 3038.274170
	Iteration 12Q: 3 clusters Score -1413159 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1413454.125000 Penalty: 3038.274170
	Iteration 13Q: 3 clusters Score -1413454 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1413714.750000 Penalty: 3038.274170
	Iteration 14Q: 3 clusters Score -1413715 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1413944.000000 Penalty: 3038.274170
	Iteration 15Q: 3 clusters Score -1413944 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1414137.625000 Penalty: 3038.274170
	Iteration 16Q: 3 clusters Score -1414138 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1414311.875000 Penalty: 3038.274170
	Iteration 17Q: 3 clusters Score -1414312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1414438.125000 Penalty: 3038.274170
	Iteration 18Q: 3 clusters Score -1414438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1414503.250000 Penalty: 3038.274170
	Iteration 19Q: 3 clusters Score -1414503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1414560.625000 Penalty: 3038.274170
	Iteration 20F: 3 clusters Score -1414561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1414600.500000 Penalty: 3038.274170
	Iteration 21Q: 3 clusters Score -1414600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1414638.750000 Penalty: 3038.274170
	Iteration 22Q: 3 clusters Score -1414639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1414657.500000 Penalty: 3038.274170
	Iteration 23Q: 3 clusters Score -1414658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1414679.500000 Penalty: 3038.274170
	Iteration 24Q: 3 clusters Score -1414680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1414709.125000 Penalty: 3038.274170
	Iteration 25Q: 3 clusters Score -1414709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1414721.250000 Penalty: 3038.274170
	Iteration 26Q: 3 clusters Score -1414721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1414734.500000 Penalty: 3038.274170
	Iteration 27Q: 3 clusters Score -1414734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1414739.625000 Penalty: 3038.274170
	Iteration 28Q: 3 clusters Score -1414740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1414751.125000 Penalty: 3038.274170
	Iteration 29Q: 3 clusters Score -1414751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1414763.625000 Penalty: 3038.274170
	Iteration 30Q: 3 clusters Score -1414764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1414770.500000 Penalty: 3038.274170
	Iteration 31Q: 3 clusters Score -1414770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1414773.750000 Penalty: 3038.274170
	Iteration 32Q: 3 clusters Score -1414774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1414777.250000 Penalty: 3038.274170
	Iteration 33Q: 3 clusters Score -1414777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1414781.625000 Penalty: 3038.274170
	Iteration 34Q: 3 clusters Score -1414782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1414781.625000 Penalty: 3038.274170
	Iteration 35F: 3 clusters Score -1414782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6462 members 
Mstep: Class 16 contains 143736 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 11482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439140.000000 Penalty: 32274.470703
Iteration 119Q: 17 clusters Score -2.943914e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11448 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 143748 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 11478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439182.000000 Penalty: 32274.470703
Iteration 120F: 17 clusters Score -2.943918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11084 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 143751 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 11475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439132.000000 Penalty: 32274.470703
Iteration 121Q: 17 clusters Score -2.943913e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 143740 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7441 members 
Mstep: Class 21 contains 11471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439166.000000 Penalty: 32274.470703
Iteration 122Q: 17 clusters Score -2.943917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 143735 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7443 members 
Mstep: Class 21 contains 11466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439192.000000 Penalty: 32274.470703
Iteration 123Q: 17 clusters Score -2.943919e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 143744 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6661 members 
Mstep: Class 20 contains 7445 members 
Mstep: Class 21 contains 11461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439246.000000 Penalty: 32274.470703
Iteration 124Q: 17 clusters Score -2.943925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11091 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 143752 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6662 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 11454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439288.000000 Penalty: 32274.470703
Iteration 125Q: 17 clusters Score -2.943929e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 143760 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 11449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439316.000000 Penalty: 32274.470703
Iteration 126Q: 17 clusters Score -2.943932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 11083 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 143765 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 11448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439324.000000 Penalty: 32274.470703
Iteration 127Q: 17 clusters Score -2.943932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6453 members 
Mstep: Class 16 contains 143778 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 11448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439346.000000 Penalty: 32274.470703
Iteration 128Q: 17 clusters Score -2.943935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5253 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6453 members 
Mstep: Class 16 contains 143785 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439318.000000 Penalty: 32274.470703
Iteration 129Q: 17 clusters Score -2.943932e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6455 members 
Mstep: Class 16 contains 143792 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 7446 members 
Mstep: Class 21 contains 11445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439320.000000 Penalty: 32274.470703
Iteration 130Q: 17 clusters Score -2.943932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 143803 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 7447 members 
Mstep: Class 21 contains 11443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439320.000000 Penalty: 32274.470703
Iteration 131Q: 17 clusters Score -2.943932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 143797 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6678 members 
Mstep: Class 20 contains 7447 members 
Mstep: Class 21 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439352.000000 Penalty: 32274.470703
Iteration 132Q: 17 clusters Score -2.943935e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 143800 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439366.000000 Penalty: 32274.470703
Iteration 133Q: 17 clusters Score -2.943937e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11068 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6453 members 
Mstep: Class 16 contains 143802 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 7448 members 
Mstep: Class 21 contains 11427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439374.000000 Penalty: 32274.470703
Iteration 134Q: 17 clusters Score -2.943937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6453 members 
Mstep: Class 16 contains 143813 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439390.000000 Penalty: 32274.470703
Iteration 135Q: 17 clusters Score -2.943939e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 143823 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 7450 members 
Mstep: Class 21 contains 11423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439434.000000 Penalty: 32274.470703
Iteration 136Q: 17 clusters Score -2.943943e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 143840 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 11426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439424.000000 Penalty: 32274.470703
Iteration 137Q: 17 clusters Score -2.943942e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11443 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6455 members 
Mstep: Class 16 contains 143858 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 7455 members 
Mstep: Class 21 contains 11429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439444.000000 Penalty: 32274.470703
Iteration 138Q: 17 clusters Score -2.943944e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 10981 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11442 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 143875 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7456 members 
Mstep: Class 21 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439470.000000 Penalty: 32274.470703
Iteration 139Q: 17 clusters Score -2.943947e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 143892 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7459 members 
Mstep: Class 21 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439428.000000 Penalty: 32274.470703
Iteration 140F: 17 clusters Score -2.943943e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 10935 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 8 contains 11438 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 143926 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439470.000000 Penalty: 32274.470703
Iteration 141Q: 17 clusters Score -2.943947e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 143963 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 11430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439482.000000 Penalty: 32274.470703
Iteration 142Q: 17 clusters Score -2.943948e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 10873 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11440 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 143976 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439518.000000 Penalty: 32274.470703
Iteration 143Q: 17 clusters Score -2.943952e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 144030 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 7462 members 
Mstep: Class 21 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439524.000000 Penalty: 32274.470703
Iteration 144Q: 17 clusters Score -2.943952e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 10791 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11438 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 144056 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7464 members 
Mstep: Class 21 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439570.000000 Penalty: 32274.470703
Iteration 145Q: 17 clusters Score -2.943957e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11435 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 144084 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439558.000000 Penalty: 32274.470703
Iteration 146Q: 17 clusters Score -2.943956e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 11432 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 144100 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6687 members 
Mstep: Class 20 contains 7469 members 
Mstep: Class 21 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439630.000000 Penalty: 32274.470703
Iteration 147Q: 17 clusters Score -2.943963e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 11434 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 144092 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 7474 members 
Mstep: Class 21 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 17 clusters Score -2.94397e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11432 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 144103 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 7482 members 
Mstep: Class 21 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 17 clusters Score -2.943981e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 10722 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11428 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 144108 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 7487 members 
Mstep: Class 21 contains 11438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 17 clusters Score -2.943996e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11421 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 144124 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 7492 members 
Mstep: Class 21 contains 11435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 17 clusters Score -2.944e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11417 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 144097 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 7498 members 
Mstep: Class 21 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440136.000000 Penalty: 32274.470703
Iteration 152Q: 17 clusters Score -2.944014e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11414 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 144014 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6686 members 
Mstep: Class 20 contains 7508 members 
Mstep: Class 21 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440318.000000 Penalty: 32274.470703
Iteration 153Q: 17 clusters Score -2.944032e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11410 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 143882 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7509 members 
Mstep: Class 21 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440474.000000 Penalty: 32274.470703
Iteration 154Q: 17 clusters Score -2.944047e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11404 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6410 members 
Mstep: Class 16 contains 143726 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7514 members 
Mstep: Class 21 contains 11429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440570.000000 Penalty: 32274.470703
Iteration 155Q: 17 clusters Score -2.944057e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11301 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11402 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 143564 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 11425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440668.000000 Penalty: 32274.470703
Iteration 156Q: 17 clusters Score -2.944067e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11484 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 143400 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7522 members 
Mstep: Class 21 contains 11413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440726.000000 Penalty: 32274.470703
Iteration 157Q: 17 clusters Score -2.944073e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11399 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 143260 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7521 members 
Mstep: Class 21 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440786.000000 Penalty: 32274.470703
Iteration 158Q: 17 clusters Score -2.944079e+07 nChanged 169
Entering ConstructFrom: 
Score: -29440786.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (23740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Entering Unmasked Estep 
Score: -2896103.000000 Penalty: 1637.173950
	Iteration 0F: 2 clusters Score -2896103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2880055.500000 Penalty: 3274.347900
	Iteration 0F: 3 clusters Score -2880056 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2886046.250000 Penalty: 3274.347900
	Iteration 1F: 3 clusters Score -2886046 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2886442.000000 Penalty: 3274.347900
	Iteration 2Q: 3 clusters Score -2886442 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2886841.500000 Penalty: 3274.347900
	Iteration 3Q: 3 clusters Score -2886842 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2887287.250000 Penalty: 3274.347900
	Iteration 4Q: 3 clusters Score -2887287 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2887834.750000 Penalty: 3274.347900
	Iteration 5Q: 3 clusters Score -2887835 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2888577.750000 Penalty: 3274.347900
	Iteration 6F: 3 clusters Score -2888578 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2889570.500000 Penalty: 3274.347900
	Iteration 7F: 3 clusters Score -2889570 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2890658.500000 Penalty: 3274.347900
	Iteration 8F: 3 clusters Score -2890658 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2891664.750000 Penalty: 3274.347900
	Iteration 9F: 3 clusters Score -2891665 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2892430.750000 Penalty: 3274.347900
	Iteration 10Q: 3 clusters Score -2892431 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2893008.000000 Penalty: 3274.347900
	Iteration 11Q: 3 clusters Score -2893008 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2893377.750000 Penalty: 3274.347900
	Iteration 12Q: 3 clusters Score -2893378 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2893660.250000 Penalty: 3274.347900
	Iteration 13Q: 3 clusters Score -2893660 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2893867.250000 Penalty: 3274.347900
	Iteration 14Q: 3 clusters Score -2893867 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2894031.250000 Penalty: 3274.347900
	Iteration 15Q: 3 clusters Score -2894031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2894179.250000 Penalty: 3274.347900
	Iteration 16Q: 3 clusters Score -2894179 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2894306.750000 Penalty: 3274.347900
	Iteration 17Q: 3 clusters Score -2894307 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2894450.750000 Penalty: 3274.347900
	Iteration 18Q: 3 clusters Score -2894451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2894574.500000 Penalty: 3274.347900
	Iteration 19Q: 3 clusters Score -2894574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2894664.250000 Penalty: 3274.347900
	Iteration 20F: 3 clusters Score -2894664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2894741.000000 Penalty: 3274.347900
	Iteration 21Q: 3 clusters Score -2894741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2894797.000000 Penalty: 3274.347900
	Iteration 22Q: 3 clusters Score -2894797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2894838.000000 Penalty: 3274.347900
	Iteration 23Q: 3 clusters Score -2894838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2894873.750000 Penalty: 3274.347900
	Iteration 24Q: 3 clusters Score -2894874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2894905.750000 Penalty: 3274.347900
	Iteration 25Q: 3 clusters Score -2894906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2894916.250000 Penalty: 3274.347900
	Iteration 26Q: 3 clusters Score -2894916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2894929.250000 Penalty: 3274.347900
	Iteration 27Q: 3 clusters Score -2894929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2894933.000000 Penalty: 3274.347900
	Iteration 28Q: 3 clusters Score -2894933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2894953.750000 Penalty: 3274.347900
	Iteration 29Q: 3 clusters Score -2894954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2894962.500000 Penalty: 3274.347900
	Iteration 30Q: 3 clusters Score -2894962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2894983.500000 Penalty: 3274.347900
	Iteration 31Q: 3 clusters Score -2894984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2894988.750000 Penalty: 3274.347900
	Iteration 32Q: 3 clusters Score -2894989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2895010.500000 Penalty: 3274.347900
	Iteration 33Q: 3 clusters Score -2895010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2895026.500000 Penalty: 3274.347900
	Iteration 34Q: 3 clusters Score -2895026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2895040.250000 Penalty: 3274.347900
	Iteration 35Q: 3 clusters Score -2895040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2895060.250000 Penalty: 3274.347900
	Iteration 36Q: 3 clusters Score -2895060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2895078.750000 Penalty: 3274.347900
	Iteration 37Q: 3 clusters Score -2895079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2895102.000000 Penalty: 3274.347900
	Iteration 38Q: 3 clusters Score -2895102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2895130.500000 Penalty: 3274.347900
	Iteration 39Q: 3 clusters Score -2895130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2895153.500000 Penalty: 3274.347900
	Iteration 40F: 3 clusters Score -2895154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2895167.000000 Penalty: 3274.347900
	Iteration 41Q: 3 clusters Score -2895167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2895182.500000 Penalty: 3274.347900
	Iteration 42Q: 3 clusters Score -2895182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2895197.750000 Penalty: 3274.347900
	Iteration 43Q: 3 clusters Score -2895198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2895205.750000 Penalty: 3274.347900
	Iteration 44Q: 3 clusters Score -2895206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2895209.750000 Penalty: 3274.347900
	Iteration 45Q: 3 clusters Score -2895210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2895219.000000 Penalty: 3274.347900
	Iteration 46Q: 3 clusters Score -2895219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2895228.000000 Penalty: 3274.347900
	Iteration 47Q: 3 clusters Score -2895228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2895230.250000 Penalty: 3274.347900
	Iteration 48Q: 3 clusters Score -2895230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2895228.750000 Penalty: 3274.347900
	Iteration 49Q: 3 clusters Score -2895229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2895236.250000 Penalty: 3274.347900
	Iteration 50Q: 3 clusters Score -2895236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2895240.000000 Penalty: 3274.347900
	Iteration 51Q: 3 clusters Score -2895240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2895241.500000 Penalty: 3274.347900
	Iteration 52Q: 3 clusters Score -2895242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2895245.000000 Penalty: 3274.347900
	Iteration 53Q: 3 clusters Score -2895245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2895246.250000 Penalty: 3274.347900
	Iteration 54Q: 3 clusters Score -2895246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2895248.750000 Penalty: 3274.347900
	Iteration 55Q: 3 clusters Score -2895249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2895250.250000 Penalty: 3274.347900
	Iteration 56Q: 3 clusters Score -2895250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2895254.250000 Penalty: 3274.347900
	Iteration 57Q: 3 clusters Score -2895254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2895254.500000 Penalty: 3274.347900
	Iteration 58Q: 3 clusters Score -2895254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2895254.750000 Penalty: 3274.347900
	Iteration 59Q: 3 clusters Score -2895255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2895254.750000 Penalty: 3274.347900
	Iteration 60F: 3 clusters Score -2895255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2895255.000000 Penalty: 3274.347900
	Iteration 61Q: 3 clusters Score -2895255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2895256.500000 Penalty: 3274.347900
	Iteration 62Q: 3 clusters Score -2895256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2895255.000000 Penalty: 3274.347900
	Iteration 63Q: 3 clusters Score -2895255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2895256.250000 Penalty: 3274.347900
	Iteration 64Q: 3 clusters Score -2895256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2895258.500000 Penalty: 3274.347900
	Iteration 65Q: 3 clusters Score -2895258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2895258.250000 Penalty: 3274.347900
	Iteration 66Q: 3 clusters Score -2895258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2895257.750000 Penalty: 3274.347900
	Iteration 67Q: 3 clusters Score -2895258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2895257.750000 Penalty: 3274.347900
	Iteration 68F: 3 clusters Score -2895258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -657702.687500 Penalty: 1393.512573
	Iteration 0F: 2 clusters Score -657702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -653535.562500 Penalty: 2787.025146
	Iteration 0F: 3 clusters Score -653535.6 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -654700.562500 Penalty: 2787.025146
	Iteration 1F: 3 clusters Score -654700.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -654865.562500 Penalty: 2787.025146
	Iteration 2F: 3 clusters Score -654865.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -654975.687500 Penalty: 2787.025146
	Iteration 3Q: 3 clusters Score -654975.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -655056.250000 Penalty: 2787.025146
	Iteration 4Q: 3 clusters Score -655056.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -655118.375000 Penalty: 2787.025146
	Iteration 5Q: 3 clusters Score -655118.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -655161.562500 Penalty: 2787.025146
	Iteration 6Q: 3 clusters Score -655161.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -655198.562500 Penalty: 2787.025146
	Iteration 7Q: 3 clusters Score -655198.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -655225.437500 Penalty: 2787.025146
	Iteration 8Q: 3 clusters Score -655225.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -655250.187500 Penalty: 2787.025146
	Iteration 9Q: 3 clusters Score -655250.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -655273.250000 Penalty: 2787.025146
	Iteration 10Q: 3 clusters Score -655273.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -655298.625000 Penalty: 2787.025146
	Iteration 11Q: 3 clusters Score -655298.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -655326.000000 Penalty: 2787.025146
	Iteration 12Q: 3 clusters Score -655326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -655359.062500 Penalty: 2787.025146
	Iteration 13Q: 3 clusters Score -655359.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -655392.312500 Penalty: 2787.025146
	Iteration 14Q: 3 clusters Score -655392.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -655420.875000 Penalty: 2787.025146
	Iteration 15Q: 3 clusters Score -655420.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -655449.187500 Penalty: 2787.025146
	Iteration 16Q: 3 clusters Score -655449.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -655485.937500 Penalty: 2787.025146
	Iteration 17Q: 3 clusters Score -655485.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -655522.750000 Penalty: 2787.025146
	Iteration 18Q: 3 clusters Score -655522.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -655571.687500 Penalty: 2787.025146
	Iteration 19Q: 3 clusters Score -655571.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -655629.375000 Penalty: 2787.025146
	Iteration 20F: 3 clusters Score -655629.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -655701.375000 Penalty: 2787.025146
	Iteration 21Q: 3 clusters Score -655701.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -655782.625000 Penalty: 2787.025146
	Iteration 22Q: 3 clusters Score -655782.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -655867.687500 Penalty: 2787.025146
	Iteration 23Q: 3 clusters Score -655867.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -655938.625000 Penalty: 2787.025146
	Iteration 24Q: 3 clusters Score -655938.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -656014.500000 Penalty: 2787.025146
	Iteration 25Q: 3 clusters Score -656014.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -656089.312500 Penalty: 2787.025146
	Iteration 26Q: 3 clusters Score -656089.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -656148.250000 Penalty: 2787.025146
	Iteration 27Q: 3 clusters Score -656148.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -656204.687500 Penalty: 2787.025146
	Iteration 28Q: 3 clusters Score -656204.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -656258.437500 Penalty: 2787.025146
	Iteration 29Q: 3 clusters Score -656258.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -656315.500000 Penalty: 2787.025146
	Iteration 30Q: 3 clusters Score -656315.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -656359.812500 Penalty: 2787.025146
	Iteration 31Q: 3 clusters Score -656359.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -656385.812500 Penalty: 2787.025146
	Iteration 32Q: 3 clusters Score -656385.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -656407.125000 Penalty: 2787.025146
	Iteration 33Q: 3 clusters Score -656407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -656427.687500 Penalty: 2787.025146
	Iteration 34Q: 3 clusters Score -656427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -656437.500000 Penalty: 2787.025146
	Iteration 35Q: 3 clusters Score -656437.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -656447.875000 Penalty: 2787.025146
	Iteration 36Q: 3 clusters Score -656447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -656461.500000 Penalty: 2787.025146
	Iteration 37Q: 3 clusters Score -656461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -656478.937500 Penalty: 2787.025146
	Iteration 38Q: 3 clusters Score -656478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -656488.562500 Penalty: 2787.025146
	Iteration 39Q: 3 clusters Score -656488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -656488.812500 Penalty: 2787.025146
	Iteration 40F: 3 clusters Score -656488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43968.257812 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -43968.26 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 138 members 
Entering Unmasked Estep 
Score: -43054.808594 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -43054.81 nChanged 47
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: -43146.445312 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -43146.45 nChanged 14
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: -43178.304688 Penalty: 1862.282349
	Iteration 2Q: 3 clusters Score -43178.3 nChanged 3
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: -43184.636719 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -43184.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43187.726562 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -43187.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43187.726562 Penalty: 1862.282349
	Iteration 5F: 3 clusters Score -43187.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -320902.843750 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -320902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318287.656250 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -318287.7 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -319058.437500 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -319058.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -319313.625000 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -319313.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -319525.468750 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -319525.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -319690.468750 Penalty: 2584.485596
	Iteration 4F: 3 clusters Score -319690.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319793.500000 Penalty: 2584.485596
	Iteration 5Q: 3 clusters Score -319793.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319881.500000 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -319881.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -319959.937500 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -319959.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -320002.312500 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -320002.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -320029.031250 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -320029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -320047.656250 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -320047.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -320060.812500 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -320060.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -320069.093750 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -320069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -320076.093750 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -320076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -320082.812500 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -320082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -320093.531250 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -320093.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -320104.031250 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -320104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -320110.968750 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -320111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320119.125000 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -320119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -320125.343750 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -320125.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -320129.406250 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -320129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -320133.656250 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -320133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -320134.812500 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -320134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -320137.406250 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -320137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -320138.968750 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -320139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -320140.812500 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -320140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -320141.343750 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -320141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -320141.875000 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -320141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -320142.156250 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -320142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -320142.156250 Penalty: 2584.485596
	Iteration 29F: 3 clusters Score -320142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -396855.875000 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -396855.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -393895.750000 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -393895.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -394643.031250 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -394643 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -394757.031250 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -394757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -394855.937500 Penalty: 2640.348877
	Iteration 3Q: 3 clusters Score -394855.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394948.187500 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -394948.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -395043.062500 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -395043.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -395111.750000 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -395111.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -395192.562500 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -395192.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -395263.687500 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -395263.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -395352.750000 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -395352.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -395451.281250 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -395451.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -395567.312500 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -395567.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -395671.875000 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -395671.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -395764.812500 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -395764.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -395837.250000 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -395837.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -395896.750000 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -395896.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -395953.625000 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -395953.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -395983.250000 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -395983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -395998.968750 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -395999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -396007.781250 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -396007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -396016.031250 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -396016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -396019.468750 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -396019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -396021.656250 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -396021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -396023.312500 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -396023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -396025.718750 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -396025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -396026.218750 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -396026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -396026.750000 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -396026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -396027.531250 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -396027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -396028.687500 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -396028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -396028.687500 Penalty: 2640.348877
	Iteration 29F: 3 clusters Score -396028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Entering Unmasked Estep 
Score: -1483504.125000 Penalty: 1522.969360
	Iteration 0F: 2 clusters Score -1483504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1474853.000000 Penalty: 3045.938721
	Iteration 0F: 3 clusters Score -1474853 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1477483.625000 Penalty: 3045.938721
	Iteration 1F: 3 clusters Score -1477484 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1477729.125000 Penalty: 3045.938721
	Iteration 2F: 3 clusters Score -1477729 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1477923.375000 Penalty: 3045.938721
	Iteration 3F: 3 clusters Score -1477923 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1478073.500000 Penalty: 3045.938721
	Iteration 4Q: 3 clusters Score -1478074 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1478175.125000 Penalty: 3045.938721
	Iteration 5Q: 3 clusters Score -1478175 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1478295.625000 Penalty: 3045.938721
	Iteration 6Q: 3 clusters Score -1478296 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1478411.625000 Penalty: 3045.938721
	Iteration 7Q: 3 clusters Score -1478412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1478534.250000 Penalty: 3045.938721
	Iteration 8Q: 3 clusters Score -1478534 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1478674.625000 Penalty: 3045.938721
	Iteration 9Q: 3 clusters Score -1478675 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1478862.250000 Penalty: 3045.938721
	Iteration 10Q: 3 clusters Score -1478862 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1479058.375000 Penalty: 3045.938721
	Iteration 11Q: 3 clusters Score -1479058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1479298.500000 Penalty: 3045.938721
	Iteration 12Q: 3 clusters Score -1479298 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1479515.625000 Penalty: 3045.938721
	Iteration 13Q: 3 clusters Score -1479516 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1479677.750000 Penalty: 3045.938721
	Iteration 14Q: 3 clusters Score -1479678 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1479767.250000 Penalty: 3045.938721
	Iteration 15Q: 3 clusters Score -1479767 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1479802.000000 Penalty: 3045.938721
	Iteration 16Q: 3 clusters Score -1479802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1479820.500000 Penalty: 3045.938721
	Iteration 17Q: 3 clusters Score -1479820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1479838.000000 Penalty: 3045.938721
	Iteration 18Q: 3 clusters Score -1479838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1479849.750000 Penalty: 3045.938721
	Iteration 19Q: 3 clusters Score -1479850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1479860.375000 Penalty: 3045.938721
	Iteration 20F: 3 clusters Score -1479860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1479871.500000 Penalty: 3045.938721
	Iteration 21Q: 3 clusters Score -1479872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1479878.500000 Penalty: 3045.938721
	Iteration 22Q: 3 clusters Score -1479878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1479886.750000 Penalty: 3045.938721
	Iteration 23Q: 3 clusters Score -1479887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1479893.625000 Penalty: 3045.938721
	Iteration 24Q: 3 clusters Score -1479894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1479895.250000 Penalty: 3045.938721
	Iteration 25Q: 3 clusters Score -1479895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1479896.125000 Penalty: 3045.938721
	Iteration 26Q: 3 clusters Score -1479896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1479899.750000 Penalty: 3045.938721
	Iteration 27Q: 3 clusters Score -1479900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1479903.000000 Penalty: 3045.938721
	Iteration 28Q: 3 clusters Score -1479903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1479905.625000 Penalty: 3045.938721
	Iteration 29Q: 3 clusters Score -1479906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1479904.375000 Penalty: 3045.938721
	Iteration 30Q: 3 clusters Score -1479904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1479911.625000 Penalty: 3045.938721
	Iteration 31Q: 3 clusters Score -1479912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1479917.500000 Penalty: 3045.938721
	Iteration 32Q: 3 clusters Score -1479918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1479915.625000 Penalty: 3045.938721
	Iteration 33Q: 3 clusters Score -1479916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1479915.750000 Penalty: 3045.938721
	Iteration 34Q: 3 clusters Score -1479916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1479918.000000 Penalty: 3045.938721
	Iteration 35Q: 3 clusters Score -1479918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1479923.500000 Penalty: 3045.938721
	Iteration 36Q: 3 clusters Score -1479924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1479926.250000 Penalty: 3045.938721
	Iteration 37Q: 3 clusters Score -1479926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1479924.500000 Penalty: 3045.938721
	Iteration 38Q: 3 clusters Score -1479924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1479928.875000 Penalty: 3045.938721
	Iteration 39Q: 3 clusters Score -1479929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1479932.875000 Penalty: 3045.938721
	Iteration 40F: 3 clusters Score -1479933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1479935.375000 Penalty: 3045.938721
	Iteration 41Q: 3 clusters Score -1479935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1479936.250000 Penalty: 3045.938721
	Iteration 42Q: 3 clusters Score -1479936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1479941.500000 Penalty: 3045.938721
	Iteration 43Q: 3 clusters Score -1479942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1479941.875000 Penalty: 3045.938721
	Iteration 44Q: 3 clusters Score -1479942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1479945.875000 Penalty: 3045.938721
	Iteration 45Q: 3 clusters Score -1479946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1479946.250000 Penalty: 3045.938721
	Iteration 46Q: 3 clusters Score -1479946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1479944.500000 Penalty: 3045.938721
	Iteration 47Q: 3 clusters Score -1479944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1479949.750000 Penalty: 3045.938721
	Iteration 48Q: 3 clusters Score -1479950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1479951.875000 Penalty: 3045.938721
	Iteration 49Q: 3 clusters Score -1479952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1479957.000000 Penalty: 3045.938721
	Iteration 50Q: 3 clusters Score -1479957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1479954.000000 Penalty: 3045.938721
	Iteration 51Q: 3 clusters Score -1479954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1479958.250000 Penalty: 3045.938721
	Iteration 52Q: 3 clusters Score -1479958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1479955.750000 Penalty: 3045.938721
	Iteration 53Q: 3 clusters Score -1479956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1479957.125000 Penalty: 3045.938721
	Iteration 54Q: 3 clusters Score -1479957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1479960.625000 Penalty: 3045.938721
	Iteration 55Q: 3 clusters Score -1479961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1479963.500000 Penalty: 3045.938721
	Iteration 56Q: 3 clusters Score -1479964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1479962.500000 Penalty: 3045.938721
	Iteration 57Q: 3 clusters Score -1479962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1479962.375000 Penalty: 3045.938721
	Iteration 58Q: 3 clusters Score -1479962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1479964.125000 Penalty: 3045.938721
	Iteration 59Q: 3 clusters Score -1479964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1479963.000000 Penalty: 3045.938721
	Iteration 60F: 3 clusters Score -1479963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1479963.375000 Penalty: 3045.938721
	Iteration 61Q: 3 clusters Score -1479963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1479963.375000 Penalty: 3045.938721
	Iteration 62F: 3 clusters Score -1479963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Entering Unmasked Estep 
Score: -1225879.250000 Penalty: 1504.484863
	Iteration 0F: 2 clusters Score -1225879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1218438.875000 Penalty: 3008.969727
	Iteration 0F: 3 clusters Score -1218439 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1220748.375000 Penalty: 3008.969727
	Iteration 1F: 3 clusters Score -1220748 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1220950.125000 Penalty: 3008.969727
	Iteration 2F: 3 clusters Score -1220950 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1221112.625000 Penalty: 3008.969727
	Iteration 3Q: 3 clusters Score -1221113 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1221254.000000 Penalty: 3008.969727
	Iteration 4Q: 3 clusters Score -1221254 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1221386.250000 Penalty: 3008.969727
	Iteration 5Q: 3 clusters Score -1221386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1221564.250000 Penalty: 3008.969727
	Iteration 6Q: 3 clusters Score -1221564 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1221799.250000 Penalty: 3008.969727
	Iteration 7Q: 3 clusters Score -1221799 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1222135.750000 Penalty: 3008.969727
	Iteration 8F: 3 clusters Score -1222136 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1222581.750000 Penalty: 3008.969727
	Iteration 9F: 3 clusters Score -1222582 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1223082.500000 Penalty: 3008.969727
	Iteration 10F: 3 clusters Score -1223082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1223562.875000 Penalty: 3008.969727
	Iteration 11F: 3 clusters Score -1223563 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1223947.375000 Penalty: 3008.969727
	Iteration 12Q: 3 clusters Score -1223947 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1224212.625000 Penalty: 3008.969727
	Iteration 13Q: 3 clusters Score -1224213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1224363.500000 Penalty: 3008.969727
	Iteration 14Q: 3 clusters Score -1224364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1224453.000000 Penalty: 3008.969727
	Iteration 15Q: 3 clusters Score -1224453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1224490.000000 Penalty: 3008.969727
	Iteration 16Q: 3 clusters Score -1224490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1224506.250000 Penalty: 3008.969727
	Iteration 17Q: 3 clusters Score -1224506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1224514.750000 Penalty: 3008.969727
	Iteration 18Q: 3 clusters Score -1224515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1224520.375000 Penalty: 3008.969727
	Iteration 19Q: 3 clusters Score -1224520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1224521.375000 Penalty: 3008.969727
	Iteration 20F: 3 clusters Score -1224521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1224522.250000 Penalty: 3008.969727
	Iteration 21Q: 3 clusters Score -1224522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1224523.375000 Penalty: 3008.969727
	Iteration 22Q: 3 clusters Score -1224523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1224525.000000 Penalty: 3008.969727
	Iteration 23Q: 3 clusters Score -1224525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1224526.750000 Penalty: 3008.969727
	Iteration 24Q: 3 clusters Score -1224527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1224529.625000 Penalty: 3008.969727
	Iteration 25Q: 3 clusters Score -1224530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1224531.500000 Penalty: 3008.969727
	Iteration 26Q: 3 clusters Score -1224532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1224531.500000 Penalty: 3008.969727
	Iteration 27F: 3 clusters Score -1224532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Entering Unmasked Estep 
Score: -1372174.125000 Penalty: 1517.972412
	Iteration 0F: 2 clusters Score -1372174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1364087.125000 Penalty: 3035.944824
	Iteration 0F: 3 clusters Score -1364087 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1366838.625000 Penalty: 3035.944824
	Iteration 1F: 3 clusters Score -1366839 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1367173.250000 Penalty: 3035.944824
	Iteration 2F: 3 clusters Score -1367173 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1367446.250000 Penalty: 3035.944824
	Iteration 3F: 3 clusters Score -1367446 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1367699.875000 Penalty: 3035.944824
	Iteration 4Q: 3 clusters Score -1367700 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1367914.125000 Penalty: 3035.944824
	Iteration 5Q: 3 clusters Score -1367914 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1368128.875000 Penalty: 3035.944824
	Iteration 6Q: 3 clusters Score -1368129 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1368375.500000 Penalty: 3035.944824
	Iteration 7Q: 3 clusters Score -1368376 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1368674.875000 Penalty: 3035.944824
	Iteration 8Q: 3 clusters Score -1368675 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1368998.875000 Penalty: 3035.944824
	Iteration 9Q: 3 clusters Score -1368999 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1369317.750000 Penalty: 3035.944824
	Iteration 10Q: 3 clusters Score -1369318 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1369593.625000 Penalty: 3035.944824
	Iteration 11Q: 3 clusters Score -1369594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1369885.250000 Penalty: 3035.944824
	Iteration 12Q: 3 clusters Score -1369885 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1370131.875000 Penalty: 3035.944824
	Iteration 13Q: 3 clusters Score -1370132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1370357.625000 Penalty: 3035.944824
	Iteration 14Q: 3 clusters Score -1370358 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1370536.750000 Penalty: 3035.944824
	Iteration 15Q: 3 clusters Score -1370537 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1370667.250000 Penalty: 3035.944824
	Iteration 16Q: 3 clusters Score -1370667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1370736.250000 Penalty: 3035.944824
	Iteration 17Q: 3 clusters Score -1370736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1370775.250000 Penalty: 3035.944824
	Iteration 18Q: 3 clusters Score -1370775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1370804.875000 Penalty: 3035.944824
	Iteration 19Q: 3 clusters Score -1370805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1370820.875000 Penalty: 3035.944824
	Iteration 20F: 3 clusters Score -1370821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1370834.375000 Penalty: 3035.944824
	Iteration 21Q: 3 clusters Score -1370834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1370841.375000 Penalty: 3035.944824
	Iteration 22Q: 3 clusters Score -1370841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1370850.250000 Penalty: 3035.944824
	Iteration 23Q: 3 clusters Score -1370850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1370855.125000 Penalty: 3035.944824
	Iteration 24Q: 3 clusters Score -1370855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1370861.750000 Penalty: 3035.944824
	Iteration 25Q: 3 clusters Score -1370862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1370864.375000 Penalty: 3035.944824
	Iteration 26Q: 3 clusters Score -1370864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1370869.375000 Penalty: 3035.944824
	Iteration 27Q: 3 clusters Score -1370869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1370871.625000 Penalty: 3035.944824
	Iteration 28Q: 3 clusters Score -1370872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1370878.625000 Penalty: 3035.944824
	Iteration 29Q: 3 clusters Score -1370879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1370881.625000 Penalty: 3035.944824
	Iteration 30Q: 3 clusters Score -1370882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1370884.000000 Penalty: 3035.944824
	Iteration 31Q: 3 clusters Score -1370884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1370888.000000 Penalty: 3035.944824
	Iteration 32Q: 3 clusters Score -1370888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1370890.125000 Penalty: 3035.944824
	Iteration 33Q: 3 clusters Score -1370890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1370893.125000 Penalty: 3035.944824
	Iteration 34Q: 3 clusters Score -1370893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1370896.500000 Penalty: 3035.944824
	Iteration 35Q: 3 clusters Score -1370896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1370900.875000 Penalty: 3035.944824
	Iteration 36Q: 3 clusters Score -1370901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1370903.250000 Penalty: 3035.944824
	Iteration 37Q: 3 clusters Score -1370903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1370907.375000 Penalty: 3035.944824
	Iteration 38Q: 3 clusters Score -1370907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1370909.000000 Penalty: 3035.944824
	Iteration 39Q: 3 clusters Score -1370909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1370911.000000 Penalty: 3035.944824
	Iteration 40F: 3 clusters Score -1370911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1370912.625000 Penalty: 3035.944824
	Iteration 41Q: 3 clusters Score -1370913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1370914.000000 Penalty: 3035.944824
	Iteration 42Q: 3 clusters Score -1370914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1370916.375000 Penalty: 3035.944824
	Iteration 43Q: 3 clusters Score -1370916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1370916.125000 Penalty: 3035.944824
	Iteration 44Q: 3 clusters Score -1370916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1370919.000000 Penalty: 3035.944824
	Iteration 45Q: 3 clusters Score -1370919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1370920.250000 Penalty: 3035.944824
	Iteration 46Q: 3 clusters Score -1370920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1370924.750000 Penalty: 3035.944824
	Iteration 47Q: 3 clusters Score -1370925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1370927.250000 Penalty: 3035.944824
	Iteration 48Q: 3 clusters Score -1370927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1370929.125000 Penalty: 3035.944824
	Iteration 49Q: 3 clusters Score -1370929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1370931.250000 Penalty: 3035.944824
	Iteration 50Q: 3 clusters Score -1370931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1370930.500000 Penalty: 3035.944824
	Iteration 51Q: 3 clusters Score -1370930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1370930.375000 Penalty: 3035.944824
	Iteration 52Q: 3 clusters Score -1370930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1370929.875000 Penalty: 3035.944824
	Iteration 53Q: 3 clusters Score -1370930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1370929.875000 Penalty: 3035.944824
	Iteration 54F: 3 clusters Score -1370930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -45824.457031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -45824.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44827.300781 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -44827.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44980.535156 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -44980.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45028.484375 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -45028.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45059.980469 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -45059.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45079.171875 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -45079.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45092.789062 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -45092.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45111.093750 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -45111.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45196.480469 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -45196.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45217.945312 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -45217.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45230.398438 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -45230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45240.476562 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -45240.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45257.472656 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -45257.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45278.960938 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -45278.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45299.867188 Penalty: 1986.226929
	Iteration 13Q: 3 clusters Score -45299.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45332.867188 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -45332.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45338.710938 Penalty: 1986.226929
	Iteration 15Q: 3 clusters Score -45338.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45350.199219 Penalty: 1986.226929
	Iteration 16Q: 3 clusters Score -45350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45358.921875 Penalty: 1986.226929
	Iteration 17Q: 3 clusters Score -45358.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45363.667969 Penalty: 1986.226929
	Iteration 18Q: 3 clusters Score -45363.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45369.015625 Penalty: 1986.226929
	Iteration 19Q: 3 clusters Score -45369.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45369.015625 Penalty: 1986.226929
	Iteration 20F: 3 clusters Score -45369.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -16388.359375 Penalty: 760.846313
	Iteration 0F: 2 clusters Score -16388.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15809.995117 Penalty: 1521.692627
	Iteration 0F: 3 clusters Score -15810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15839.789062 Penalty: 1521.692627
	Iteration 1Q: 3 clusters Score -15839.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15839.789062 Penalty: 1521.692627
	Iteration 2F: 3 clusters Score -15839.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Entering Unmasked Estep 
Score: -794067.125000 Penalty: 1424.031616
	Iteration 0F: 2 clusters Score -794067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -789175.125000 Penalty: 2848.063232
	Iteration 0F: 3 clusters Score -789175.1 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -790598.812500 Penalty: 2848.063232
	Iteration 1F: 3 clusters Score -790598.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -790781.437500 Penalty: 2848.063232
	Iteration 2F: 3 clusters Score -790781.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -790924.875000 Penalty: 2848.063232
	Iteration 3F: 3 clusters Score -790924.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -791030.437500 Penalty: 2848.063232
	Iteration 4Q: 3 clusters Score -791030.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -791108.375000 Penalty: 2848.063232
	Iteration 5Q: 3 clusters Score -791108.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -791188.250000 Penalty: 2848.063232
	Iteration 6Q: 3 clusters Score -791188.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -791262.187500 Penalty: 2848.063232
	Iteration 7Q: 3 clusters Score -791262.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -791344.687500 Penalty: 2848.063232
	Iteration 8Q: 3 clusters Score -791344.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -791436.062500 Penalty: 2848.063232
	Iteration 9Q: 3 clusters Score -791436.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -791528.687500 Penalty: 2848.063232
	Iteration 10Q: 3 clusters Score -791528.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -791622.000000 Penalty: 2848.063232
	Iteration 11Q: 3 clusters Score -791622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -791731.500000 Penalty: 2848.063232
	Iteration 12Q: 3 clusters Score -791731.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -791836.687500 Penalty: 2848.063232
	Iteration 13Q: 3 clusters Score -791836.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -791939.437500 Penalty: 2848.063232
	Iteration 14Q: 3 clusters Score -791939.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -792042.125000 Penalty: 2848.063232
	Iteration 15Q: 3 clusters Score -792042.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -792159.062500 Penalty: 2848.063232
	Iteration 16Q: 3 clusters Score -792159.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -792260.187500 Penalty: 2848.063232
	Iteration 17Q: 3 clusters Score -792260.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -792354.437500 Penalty: 2848.063232
	Iteration 18Q: 3 clusters Score -792354.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -792413.687500 Penalty: 2848.063232
	Iteration 19Q: 3 clusters Score -792413.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -792453.687500 Penalty: 2848.063232
	Iteration 20F: 3 clusters Score -792453.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -792483.437500 Penalty: 2848.063232
	Iteration 21Q: 3 clusters Score -792483.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -792508.062500 Penalty: 2848.063232
	Iteration 22Q: 3 clusters Score -792508.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -792526.125000 Penalty: 2848.063232
	Iteration 23Q: 3 clusters Score -792526.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -792540.062500 Penalty: 2848.063232
	Iteration 24Q: 3 clusters Score -792540.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -792550.812500 Penalty: 2848.063232
	Iteration 25Q: 3 clusters Score -792550.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -792559.062500 Penalty: 2848.063232
	Iteration 26Q: 3 clusters Score -792559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -792567.687500 Penalty: 2848.063232
	Iteration 27Q: 3 clusters Score -792567.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -792574.437500 Penalty: 2848.063232
	Iteration 28Q: 3 clusters Score -792574.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -792584.625000 Penalty: 2848.063232
	Iteration 29Q: 3 clusters Score -792584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -792590.000000 Penalty: 2848.063232
	Iteration 30Q: 3 clusters Score -792590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -792597.062500 Penalty: 2848.063232
	Iteration 31Q: 3 clusters Score -792597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -792603.812500 Penalty: 2848.063232
	Iteration 32Q: 3 clusters Score -792603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -792607.625000 Penalty: 2848.063232
	Iteration 33Q: 3 clusters Score -792607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -792609.250000 Penalty: 2848.063232
	Iteration 34Q: 3 clusters Score -792609.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -792611.812500 Penalty: 2848.063232
	Iteration 35Q: 3 clusters Score -792611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -792613.125000 Penalty: 2848.063232
	Iteration 36Q: 3 clusters Score -792613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -792612.875000 Penalty: 2848.063232
	Iteration 37Q: 3 clusters Score -792612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -792614.625000 Penalty: 2848.063232
	Iteration 38Q: 3 clusters Score -792614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -792616.937500 Penalty: 2848.063232
	Iteration 39Q: 3 clusters Score -792616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -792618.875000 Penalty: 2848.063232
	Iteration 40F: 3 clusters Score -792618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -792618.437500 Penalty: 2848.063232
	Iteration 41Q: 3 clusters Score -792618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -792620.562500 Penalty: 2848.063232
	Iteration 42Q: 3 clusters Score -792620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -792620.812500 Penalty: 2848.063232
	Iteration 43Q: 3 clusters Score -792620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -792621.312500 Penalty: 2848.063232
	Iteration 44Q: 3 clusters Score -792621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -792620.750000 Penalty: 2848.063232
	Iteration 45Q: 3 clusters Score -792620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -792620.750000 Penalty: 2848.063232
	Iteration 46F: 3 clusters Score -792620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (143134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Entering Unmasked Estep 
Score: -17343714.000000 Penalty: 1929.124634
	Iteration 0F: 2 clusters Score -1.734371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -17253292.000000 Penalty: 3858.249268
	Iteration 0F: 3 clusters Score -1.725329e+07 nChanged 68827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -17294040.000000 Penalty: 3858.249268
	Iteration 1F: 3 clusters Score -1.729404e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -17295040.000000 Penalty: 3858.249268
	Iteration 2Q: 3 clusters Score -1.729504e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -17296702.000000 Penalty: 3858.249268
	Iteration 3Q: 3 clusters Score -1.72967e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -17298880.000000 Penalty: 3858.249268
	Iteration 4Q: 3 clusters Score -1.729888e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -17301680.000000 Penalty: 3858.249268
	Iteration 5Q: 3 clusters Score -1.730168e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -17305018.000000 Penalty: 3858.249268
	Iteration 6F: 3 clusters Score -1.730502e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -17308800.000000 Penalty: 3858.249268
	Iteration 7F: 3 clusters Score -1.73088e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -17312754.000000 Penalty: 3858.249268
	Iteration 8F: 3 clusters Score -1.731275e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -17317070.000000 Penalty: 3858.249268
	Iteration 9F: 3 clusters Score -1.731707e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -17321402.000000 Penalty: 3858.249268
	Iteration 10Q: 3 clusters Score -1.73214e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -17325164.000000 Penalty: 3858.249268
	Iteration 11Q: 3 clusters Score -1.732516e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -17327640.000000 Penalty: 3858.249268
	Iteration 12Q: 3 clusters Score -1.732764e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -17329138.000000 Penalty: 3858.249268
	Iteration 13Q: 3 clusters Score -1.732914e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -17330256.000000 Penalty: 3858.249268
	Iteration 14Q: 3 clusters Score -1.733026e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 112106 members 
Entering Unmasked Estep 
Score: -17330986.000000 Penalty: 3858.249268
	Iteration 15Q: 3 clusters Score -1.733099e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -17331734.000000 Penalty: 3858.249268
	Iteration 16Q: 3 clusters Score -1.733173e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -17332442.000000 Penalty: 3858.249268
	Iteration 17Q: 3 clusters Score -1.733244e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 118944 members 
Entering Unmasked Estep 
Score: -17333154.000000 Penalty: 3858.249268
	Iteration 18Q: 3 clusters Score -1.733315e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -17333752.000000 Penalty: 3858.249268
	Iteration 19Q: 3 clusters Score -1.733375e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -17334378.000000 Penalty: 3858.249268
	Iteration 20F: 3 clusters Score -1.733438e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 125236 members 
Entering Unmasked Estep 
Score: -17335104.000000 Penalty: 3858.249268
	Iteration 21Q: 3 clusters Score -1.73351e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -17335730.000000 Penalty: 3858.249268
	Iteration 22Q: 3 clusters Score -1.733573e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -17336402.000000 Penalty: 3858.249268
	Iteration 23Q: 3 clusters Score -1.73364e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -17337102.000000 Penalty: 3858.249268
	Iteration 24Q: 3 clusters Score -1.73371e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -17337868.000000 Penalty: 3858.249268
	Iteration 25Q: 3 clusters Score -1.733787e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 133492 members 
Entering Unmasked Estep 
Score: -17338512.000000 Penalty: 3858.249268
	Iteration 26Q: 3 clusters Score -1.733851e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -17339032.000000 Penalty: 3858.249268
	Iteration 27Q: 3 clusters Score -1.733903e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 135812 members 
Entering Unmasked Estep 
Score: -17339556.000000 Penalty: 3858.249268
	Iteration 28Q: 3 clusters Score -1.733956e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -17340168.000000 Penalty: 3858.249268
	Iteration 29Q: 3 clusters Score -1.734017e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -17340596.000000 Penalty: 3858.249268
	Iteration 30Q: 3 clusters Score -1.73406e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -17341150.000000 Penalty: 3858.249268
	Iteration 31Q: 3 clusters Score -1.734115e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -17341530.000000 Penalty: 3858.249268
	Iteration 32Q: 3 clusters Score -1.734153e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -17341890.000000 Penalty: 3858.249268
	Iteration 33Q: 3 clusters Score -1.734189e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -17342216.000000 Penalty: 3858.249268
	Iteration 34Q: 3 clusters Score -1.734222e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -17342420.000000 Penalty: 3858.249268
	Iteration 35Q: 3 clusters Score -1.734242e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 140553 members 
Entering Unmasked Estep 
Score: -17342590.000000 Penalty: 3858.249268
	Iteration 36Q: 3 clusters Score -1.734259e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -17342702.000000 Penalty: 3858.249268
	Iteration 37Q: 3 clusters Score -1.73427e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -17342796.000000 Penalty: 3858.249268
	Iteration 38Q: 3 clusters Score -1.73428e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 140973 members 
Entering Unmasked Estep 
Score: -17342844.000000 Penalty: 3858.249268
	Iteration 39Q: 3 clusters Score -1.734284e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -17342920.000000 Penalty: 3858.249268
	Iteration 40F: 3 clusters Score -1.734292e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -17342956.000000 Penalty: 3858.249268
	Iteration 41Q: 3 clusters Score -1.734296e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 141196 members 
Entering Unmasked Estep 
Score: -17342966.000000 Penalty: 3858.249268
	Iteration 42Q: 3 clusters Score -1.734297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
Score: -17343010.000000 Penalty: 3858.249268
	Iteration 43Q: 3 clusters Score -1.734301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -17343020.000000 Penalty: 3858.249268
	Iteration 44Q: 3 clusters Score -1.734302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -17343012.000000 Penalty: 3858.249268
	Iteration 45Q: 3 clusters Score -1.734301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -17343020.000000 Penalty: 3858.249268
	Iteration 46Q: 3 clusters Score -1.734302e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -17343014.000000 Penalty: 3858.249268
	Iteration 47Q: 3 clusters Score -1.734301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -17343032.000000 Penalty: 3858.249268
	Iteration 48Q: 3 clusters Score -1.734303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 141334 members 
Entering Unmasked Estep 
Score: -17343048.000000 Penalty: 3858.249268
	Iteration 49Q: 3 clusters Score -1.734305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -17343062.000000 Penalty: 3858.249268
	Iteration 50Q: 3 clusters Score -1.734306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -17343080.000000 Penalty: 3858.249268
	Iteration 51Q: 3 clusters Score -1.734308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -17343086.000000 Penalty: 3858.249268
	Iteration 52Q: 3 clusters Score -1.734309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -17343092.000000 Penalty: 3858.249268
	Iteration 53Q: 3 clusters Score -1.734309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -17343104.000000 Penalty: 3858.249268
	Iteration 54Q: 3 clusters Score -1.73431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 141403 members 
Entering Unmasked Estep 
Score: -17343098.000000 Penalty: 3858.249268
	Iteration 55Q: 3 clusters Score -1.73431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -17343100.000000 Penalty: 3858.249268
	Iteration 56Q: 3 clusters Score -1.73431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 141410 members 
Entering Unmasked Estep 
Score: -17343100.000000 Penalty: 3858.249268
	Iteration 57Q: 3 clusters Score -1.73431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -17343094.000000 Penalty: 3858.249268
	Iteration 58Q: 3 clusters Score -1.734309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -17343098.000000 Penalty: 3858.249268
	Iteration 59Q: 3 clusters Score -1.73431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -17343104.000000 Penalty: 3858.249268
	Iteration 60F: 3 clusters Score -1.73431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 141420 members 
Entering Unmasked Estep 
Score: -17343098.000000 Penalty: 3858.249268
	Iteration 61Q: 3 clusters Score -1.73431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -17343098.000000 Penalty: 3858.249268
	Iteration 62Q: 3 clusters Score -1.73431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -17343104.000000 Penalty: 3858.249268
	Iteration 63Q: 3 clusters Score -1.73431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -17343104.000000 Penalty: 3858.249268
	Iteration 64F: 3 clusters Score -1.73431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -128494.304688 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -128494.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126966.929688 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -126966.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127213.601562 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -127213.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127275.539062 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -127275.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127320.507812 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -127320.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127344.125000 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -127344.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127364.843750 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -127364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127377.382812 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -127377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127383.273438 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -127383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127393.414062 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -127393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -127401.953125 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -127402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127412.757812 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -127412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127416.007812 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -127416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127417.492188 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -127417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127417.492188 Penalty: 2280.106445
	Iteration 13F: 3 clusters Score -127417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Entering Unmasked Estep 
Score: -823280.937500 Penalty: 1431.214233
	Iteration 0F: 2 clusters Score -823280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -818163.187500 Penalty: 2862.428467
	Iteration 0F: 3 clusters Score -818163.2 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -819742.437500 Penalty: 2862.428467
	Iteration 1F: 3 clusters Score -819742.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -819986.062500 Penalty: 2862.428467
	Iteration 2F: 3 clusters Score -819986.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -820157.375000 Penalty: 2862.428467
	Iteration 3F: 3 clusters Score -820157.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -820307.625000 Penalty: 2862.428467
	Iteration 4Q: 3 clusters Score -820307.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -820459.812500 Penalty: 2862.428467
	Iteration 5Q: 3 clusters Score -820459.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -820619.562500 Penalty: 2862.428467
	Iteration 6Q: 3 clusters Score -820619.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -820813.875000 Penalty: 2862.428467
	Iteration 7Q: 3 clusters Score -820813.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -821059.375000 Penalty: 2862.428467
	Iteration 8Q: 3 clusters Score -821059.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -821306.437500 Penalty: 2862.428467
	Iteration 9Q: 3 clusters Score -821306.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -821504.562500 Penalty: 2862.428467
	Iteration 10Q: 3 clusters Score -821504.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -821676.750000 Penalty: 2862.428467
	Iteration 11Q: 3 clusters Score -821676.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -821829.187500 Penalty: 2862.428467
	Iteration 12Q: 3 clusters Score -821829.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -821928.937500 Penalty: 2862.428467
	Iteration 13Q: 3 clusters Score -821928.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -821998.687500 Penalty: 2862.428467
	Iteration 14Q: 3 clusters Score -821998.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -822037.625000 Penalty: 2862.428467
	Iteration 15Q: 3 clusters Score -822037.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -822075.625000 Penalty: 2862.428467
	Iteration 16Q: 3 clusters Score -822075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -822107.000000 Penalty: 2862.428467
	Iteration 17Q: 3 clusters Score -822107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -822124.750000 Penalty: 2862.428467
	Iteration 18Q: 3 clusters Score -822124.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -822140.062500 Penalty: 2862.428467
	Iteration 19Q: 3 clusters Score -822140.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -822151.250000 Penalty: 2862.428467
	Iteration 20F: 3 clusters Score -822151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -822161.687500 Penalty: 2862.428467
	Iteration 21Q: 3 clusters Score -822161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -822168.062500 Penalty: 2862.428467
	Iteration 22Q: 3 clusters Score -822168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -822170.500000 Penalty: 2862.428467
	Iteration 23Q: 3 clusters Score -822170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -822177.187500 Penalty: 2862.428467
	Iteration 24Q: 3 clusters Score -822177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -822181.937500 Penalty: 2862.428467
	Iteration 25Q: 3 clusters Score -822181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -822183.500000 Penalty: 2862.428467
	Iteration 26Q: 3 clusters Score -822183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -822186.187500 Penalty: 2862.428467
	Iteration 27Q: 3 clusters Score -822186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -822189.687500 Penalty: 2862.428467
	Iteration 28Q: 3 clusters Score -822189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -822190.562500 Penalty: 2862.428467
	Iteration 29Q: 3 clusters Score -822190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -822190.562500 Penalty: 2862.428467
	Iteration 30F: 3 clusters Score -822190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -900450.312500 Penalty: 1450.407959
	Iteration 0F: 2 clusters Score -900450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -894936.312500 Penalty: 2900.815918
	Iteration 0F: 3 clusters Score -894936.3 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -896591.125000 Penalty: 2900.815918
	Iteration 1F: 3 clusters Score -896591.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -896826.625000 Penalty: 2900.815918
	Iteration 2F: 3 clusters Score -896826.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -897016.500000 Penalty: 2900.815918
	Iteration 3F: 3 clusters Score -897016.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -897197.125000 Penalty: 2900.815918
	Iteration 4Q: 3 clusters Score -897197.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -897363.812500 Penalty: 2900.815918
	Iteration 5Q: 3 clusters Score -897363.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -897551.562500 Penalty: 2900.815918
	Iteration 6Q: 3 clusters Score -897551.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -897733.250000 Penalty: 2900.815918
	Iteration 7Q: 3 clusters Score -897733.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -897926.562500 Penalty: 2900.815918
	Iteration 8Q: 3 clusters Score -897926.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -898100.250000 Penalty: 2900.815918
	Iteration 9Q: 3 clusters Score -898100.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -898300.437500 Penalty: 2900.815918
	Iteration 10Q: 3 clusters Score -898300.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -898490.125000 Penalty: 2900.815918
	Iteration 11Q: 3 clusters Score -898490.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -898679.062500 Penalty: 2900.815918
	Iteration 12Q: 3 clusters Score -898679.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -898826.687500 Penalty: 2900.815918
	Iteration 13Q: 3 clusters Score -898826.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -898936.562500 Penalty: 2900.815918
	Iteration 14Q: 3 clusters Score -898936.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -899013.312500 Penalty: 2900.815918
	Iteration 15Q: 3 clusters Score -899013.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -899064.437500 Penalty: 2900.815918
	Iteration 16Q: 3 clusters Score -899064.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -899100.437500 Penalty: 2900.815918
	Iteration 17Q: 3 clusters Score -899100.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -899122.062500 Penalty: 2900.815918
	Iteration 18Q: 3 clusters Score -899122.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -899140.187500 Penalty: 2900.815918
	Iteration 19Q: 3 clusters Score -899140.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -899152.750000 Penalty: 2900.815918
	Iteration 20F: 3 clusters Score -899152.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -899165.562500 Penalty: 2900.815918
	Iteration 21Q: 3 clusters Score -899165.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -899175.812500 Penalty: 2900.815918
	Iteration 22Q: 3 clusters Score -899175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -899185.500000 Penalty: 2900.815918
	Iteration 23Q: 3 clusters Score -899185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -899193.937500 Penalty: 2900.815918
	Iteration 24Q: 3 clusters Score -899193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -899200.937500 Penalty: 2900.815918
	Iteration 25Q: 3 clusters Score -899200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -899206.937500 Penalty: 2900.815918
	Iteration 26Q: 3 clusters Score -899206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -899216.562500 Penalty: 2900.815918
	Iteration 27Q: 3 clusters Score -899216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -899223.750000 Penalty: 2900.815918
	Iteration 28Q: 3 clusters Score -899223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -899227.875000 Penalty: 2900.815918
	Iteration 29Q: 3 clusters Score -899227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -899230.812500 Penalty: 2900.815918
	Iteration 30Q: 3 clusters Score -899230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -899232.750000 Penalty: 2900.815918
	Iteration 31Q: 3 clusters Score -899232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -899232.625000 Penalty: 2900.815918
	Iteration 32Q: 3 clusters Score -899232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -899232.625000 Penalty: 2900.815918
	Iteration 33F: 3 clusters Score -899232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Entering Unmasked Estep 
Score: -1406889.250000 Penalty: 1518.072266
	Iteration 0F: 2 clusters Score -1406889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1398792.875000 Penalty: 3036.144531
	Iteration 0F: 3 clusters Score -1398793 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1401530.250000 Penalty: 3036.144531
	Iteration 1F: 3 clusters Score -1401530 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1401830.000000 Penalty: 3036.144531
	Iteration 2F: 3 clusters Score -1401830 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1402078.750000 Penalty: 3036.144531
	Iteration 3F: 3 clusters Score -1402079 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1402327.125000 Penalty: 3036.144531
	Iteration 4Q: 3 clusters Score -1402327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1402587.625000 Penalty: 3036.144531
	Iteration 5Q: 3 clusters Score -1402588 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1402875.750000 Penalty: 3036.144531
	Iteration 6Q: 3 clusters Score -1402876 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1403218.000000 Penalty: 3036.144531
	Iteration 7Q: 3 clusters Score -1403218 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1403596.125000 Penalty: 3036.144531
	Iteration 8Q: 3 clusters Score -1403596 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1403996.750000 Penalty: 3036.144531
	Iteration 9Q: 3 clusters Score -1403997 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1404412.500000 Penalty: 3036.144531
	Iteration 10Q: 3 clusters Score -1404412 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1404749.375000 Penalty: 3036.144531
	Iteration 11Q: 3 clusters Score -1404749 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1405005.000000 Penalty: 3036.144531
	Iteration 12Q: 3 clusters Score -1405005 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1405189.750000 Penalty: 3036.144531
	Iteration 13Q: 3 clusters Score -1405190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1405321.625000 Penalty: 3036.144531
	Iteration 14Q: 3 clusters Score -1405322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1405418.625000 Penalty: 3036.144531
	Iteration 15Q: 3 clusters Score -1405419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1405467.625000 Penalty: 3036.144531
	Iteration 16Q: 3 clusters Score -1405468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1405498.625000 Penalty: 3036.144531
	Iteration 17Q: 3 clusters Score -1405499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1405521.625000 Penalty: 3036.144531
	Iteration 18Q: 3 clusters Score -1405522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1405546.875000 Penalty: 3036.144531
	Iteration 19Q: 3 clusters Score -1405547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1405566.125000 Penalty: 3036.144531
	Iteration 20F: 3 clusters Score -1405566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1405585.000000 Penalty: 3036.144531
	Iteration 21Q: 3 clusters Score -1405585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1405599.625000 Penalty: 3036.144531
	Iteration 22Q: 3 clusters Score -1405600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1405611.125000 Penalty: 3036.144531
	Iteration 23Q: 3 clusters Score -1405611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1405619.000000 Penalty: 3036.144531
	Iteration 24Q: 3 clusters Score -1405619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1405625.625000 Penalty: 3036.144531
	Iteration 25Q: 3 clusters Score -1405626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1405634.500000 Penalty: 3036.144531
	Iteration 26Q: 3 clusters Score -1405634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1405636.125000 Penalty: 3036.144531
	Iteration 27Q: 3 clusters Score -1405636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1405636.250000 Penalty: 3036.144531
	Iteration 28Q: 3 clusters Score -1405636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1405640.250000 Penalty: 3036.144531
	Iteration 29Q: 3 clusters Score -1405640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1405640.250000 Penalty: 3036.144531
	Iteration 30F: 3 clusters Score -1405640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6395 members 
Mstep: Class 16 contains 143134 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7522 members 
Mstep: Class 21 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440848.000000 Penalty: 32274.470703
Iteration 159Q: 17 clusters Score -2.944085e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 11883 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6393 members 
Mstep: Class 16 contains 143017 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7524 members 
Mstep: Class 21 contains 11406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440838.000000 Penalty: 32274.470703
Iteration 160F: 17 clusters Score -2.944084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 12002 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11398 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 142906 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7525 members 
Mstep: Class 21 contains 11406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440894.000000 Penalty: 32274.470703
Iteration 161Q: 17 clusters Score -2.944089e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 12108 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11392 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 142822 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 11402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440942.000000 Penalty: 32274.470703
Iteration 162Q: 17 clusters Score -2.944094e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 11391 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 142750 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7521 members 
Mstep: Class 21 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440978.000000 Penalty: 32274.470703
Iteration 163Q: 17 clusters Score -2.944098e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 142671 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7521 members 
Mstep: Class 21 contains 11395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440982.000000 Penalty: 32274.470703
Iteration 164Q: 17 clusters Score -2.944098e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 12356 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11389 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 142604 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 11393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441056.000000 Penalty: 32274.470703
Iteration 165Q: 17 clusters Score -2.944106e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 5294 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 11391 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 142544 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441098.000000 Penalty: 32274.470703
Iteration 166Q: 17 clusters Score -2.94411e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12490 members 
Mstep: Class 7 contains 10494 members 
Mstep: Class 8 contains 11392 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 142470 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441088.000000 Penalty: 32274.470703
Iteration 167Q: 17 clusters Score -2.944109e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12550 members 
Mstep: Class 7 contains 10496 members 
Mstep: Class 8 contains 11391 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 142408 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7529 members 
Mstep: Class 21 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441112.000000 Penalty: 32274.470703
Iteration 168Q: 17 clusters Score -2.944111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12590 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 11390 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 142371 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441114.000000 Penalty: 32274.470703
Iteration 169Q: 17 clusters Score -2.944111e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 11388 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 142330 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7530 members 
Mstep: Class 21 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441154.000000 Penalty: 32274.470703
Iteration 170Q: 17 clusters Score -2.944115e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 10490 members 
Mstep: Class 8 contains 11386 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 142294 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 11396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441130.000000 Penalty: 32274.470703
Iteration 171Q: 17 clusters Score -2.944113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 11386 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 142255 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441194.000000 Penalty: 32274.470703
Iteration 172Q: 17 clusters Score -2.944119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 11384 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 142211 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441186.000000 Penalty: 32274.470703
Iteration 173Q: 17 clusters Score -2.944119e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12822 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 11385 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 142173 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7533 members 
Mstep: Class 21 contains 11391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441220.000000 Penalty: 32274.470703
Iteration 174Q: 17 clusters Score -2.944122e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12875 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 11382 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 142129 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6683 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441246.000000 Penalty: 32274.470703
Iteration 175Q: 17 clusters Score -2.944125e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 11381 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 142085 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 11389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441236.000000 Penalty: 32274.470703
Iteration 176Q: 17 clusters Score -2.944124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 11382 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 142044 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7531 members 
Mstep: Class 21 contains 11387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441256.000000 Penalty: 32274.470703
Iteration 177Q: 17 clusters Score -2.944126e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 11380 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 142024 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441270.000000 Penalty: 32274.470703
Iteration 178Q: 17 clusters Score -2.944127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 11377 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 142008 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7533 members 
Mstep: Class 21 contains 11382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441268.000000 Penalty: 32274.470703
Iteration 179Q: 17 clusters Score -2.944127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 141994 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7533 members 
Mstep: Class 21 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441274.000000 Penalty: 32274.470703
Iteration 180F: 17 clusters Score -2.944127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 10483 members 
Mstep: Class 8 contains 11375 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6375 members 
Mstep: Class 16 contains 141977 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441270.000000 Penalty: 32274.470703
Iteration 181Q: 17 clusters Score -2.944127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13080 members 
Mstep: Class 7 contains 10482 members 
Mstep: Class 8 contains 11376 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141960 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441278.000000 Penalty: 32274.470703
Iteration 182Q: 17 clusters Score -2.944128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13097 members 
Mstep: Class 7 contains 10481 members 
Mstep: Class 8 contains 11374 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141949 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 11381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441302.000000 Penalty: 32274.470703
Iteration 183Q: 17 clusters Score -2.94413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13113 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 8 contains 11375 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141932 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7534 members 
Mstep: Class 21 contains 11380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441298.000000 Penalty: 32274.470703
Iteration 184Q: 17 clusters Score -2.94413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13129 members 
Mstep: Class 7 contains 10478 members 
Mstep: Class 8 contains 11374 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141918 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441296.000000 Penalty: 32274.470703
Iteration 185Q: 17 clusters Score -2.94413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 7 contains 10477 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141906 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441294.000000 Penalty: 32274.470703
Iteration 186Q: 17 clusters Score -2.944129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141893 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7539 members 
Mstep: Class 21 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441298.000000 Penalty: 32274.470703
Iteration 187Q: 17 clusters Score -2.94413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13158 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141884 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7539 members 
Mstep: Class 21 contains 11379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441300.000000 Penalty: 32274.470703
Iteration 188Q: 17 clusters Score -2.94413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13164 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141877 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7539 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441300.000000 Penalty: 32274.470703
Iteration 189Q: 17 clusters Score -2.94413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13171 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141870 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441322.000000 Penalty: 32274.470703
Iteration 190Q: 17 clusters Score -2.944132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13173 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141867 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441338.000000 Penalty: 32274.470703
Iteration 191Q: 17 clusters Score -2.944134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13176 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141861 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441356.000000 Penalty: 32274.470703
Iteration 192Q: 17 clusters Score -2.944136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13182 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141857 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441346.000000 Penalty: 32274.470703
Iteration 193Q: 17 clusters Score -2.944135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13185 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141857 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441376.000000 Penalty: 32274.470703
Iteration 194Q: 17 clusters Score -2.944138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141855 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441370.000000 Penalty: 32274.470703
Iteration 195Q: 17 clusters Score -2.944137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141850 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441364.000000 Penalty: 32274.470703
Iteration 196Q: 17 clusters Score -2.944136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13194 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141849 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441370.000000 Penalty: 32274.470703
Iteration 197Q: 17 clusters Score -2.944137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141848 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441366.000000 Penalty: 32274.470703
Iteration 198Q: 17 clusters Score -2.944137e+07 nChanged 1
Entering ConstructFrom: 
Score: -29441366.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (23663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Entering Unmasked Estep 
Score: -2886811.000000 Penalty: 1636.645996
	Iteration 0F: 2 clusters Score -2886811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2870844.500000 Penalty: 3273.291992
	Iteration 0F: 3 clusters Score -2870844 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2876836.000000 Penalty: 3273.291992
	Iteration 1F: 3 clusters Score -2876836 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2877287.750000 Penalty: 3273.291992
	Iteration 2Q: 3 clusters Score -2877288 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2877699.000000 Penalty: 3273.291992
	Iteration 3Q: 3 clusters Score -2877699 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2878109.750000 Penalty: 3273.291992
	Iteration 4Q: 3 clusters Score -2878110 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2878602.000000 Penalty: 3273.291992
	Iteration 5Q: 3 clusters Score -2878602 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2879265.000000 Penalty: 3273.291992
	Iteration 6Q: 3 clusters Score -2879265 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2880028.500000 Penalty: 3273.291992
	Iteration 7F: 3 clusters Score -2880028 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2880879.750000 Penalty: 3273.291992
	Iteration 8F: 3 clusters Score -2880880 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2881765.500000 Penalty: 3273.291992
	Iteration 9F: 3 clusters Score -2881766 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2882440.000000 Penalty: 3273.291992
	Iteration 10Q: 3 clusters Score -2882440 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2882869.250000 Penalty: 3273.291992
	Iteration 11Q: 3 clusters Score -2882869 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2883147.750000 Penalty: 3273.291992
	Iteration 12Q: 3 clusters Score -2883148 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2883377.750000 Penalty: 3273.291992
	Iteration 13Q: 3 clusters Score -2883378 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2883627.750000 Penalty: 3273.291992
	Iteration 14Q: 3 clusters Score -2883628 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2883895.250000 Penalty: 3273.291992
	Iteration 15Q: 3 clusters Score -2883895 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2884182.000000 Penalty: 3273.291992
	Iteration 16Q: 3 clusters Score -2884182 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2884462.000000 Penalty: 3273.291992
	Iteration 17Q: 3 clusters Score -2884462 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2884718.000000 Penalty: 3273.291992
	Iteration 18Q: 3 clusters Score -2884718 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2884925.250000 Penalty: 3273.291992
	Iteration 19Q: 3 clusters Score -2884925 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2885070.750000 Penalty: 3273.291992
	Iteration 20F: 3 clusters Score -2885071 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2885157.000000 Penalty: 3273.291992
	Iteration 21Q: 3 clusters Score -2885157 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2885217.500000 Penalty: 3273.291992
	Iteration 22Q: 3 clusters Score -2885218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2885251.000000 Penalty: 3273.291992
	Iteration 23Q: 3 clusters Score -2885251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2885268.750000 Penalty: 3273.291992
	Iteration 24Q: 3 clusters Score -2885269 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2885282.250000 Penalty: 3273.291992
	Iteration 25Q: 3 clusters Score -2885282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2885301.000000 Penalty: 3273.291992
	Iteration 26Q: 3 clusters Score -2885301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2885315.000000 Penalty: 3273.291992
	Iteration 27Q: 3 clusters Score -2885315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2885311.500000 Penalty: 3273.291992
	Iteration 28Q: 3 clusters Score -2885312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2885312.500000 Penalty: 3273.291992
	Iteration 29Q: 3 clusters Score -2885312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2885309.750000 Penalty: 3273.291992
	Iteration 30Q: 3 clusters Score -2885310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2885313.250000 Penalty: 3273.291992
	Iteration 31Q: 3 clusters Score -2885313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2885317.500000 Penalty: 3273.291992
	Iteration 32Q: 3 clusters Score -2885318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2885319.250000 Penalty: 3273.291992
	Iteration 33Q: 3 clusters Score -2885319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2885319.500000 Penalty: 3273.291992
	Iteration 34Q: 3 clusters Score -2885320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2885318.000000 Penalty: 3273.291992
	Iteration 35Q: 3 clusters Score -2885318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2885321.750000 Penalty: 3273.291992
	Iteration 36Q: 3 clusters Score -2885322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2885318.250000 Penalty: 3273.291992
	Iteration 37Q: 3 clusters Score -2885318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2885322.250000 Penalty: 3273.291992
	Iteration 38Q: 3 clusters Score -2885322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2885324.500000 Penalty: 3273.291992
	Iteration 39Q: 3 clusters Score -2885324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2885325.500000 Penalty: 3273.291992
	Iteration 40F: 3 clusters Score -2885326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2885328.750000 Penalty: 3273.291992
	Iteration 41Q: 3 clusters Score -2885329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2885328.000000 Penalty: 3273.291992
	Iteration 42Q: 3 clusters Score -2885328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2885328.250000 Penalty: 3273.291992
	Iteration 43Q: 3 clusters Score -2885328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2885327.250000 Penalty: 3273.291992
	Iteration 44Q: 3 clusters Score -2885327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2885328.500000 Penalty: 3273.291992
	Iteration 45Q: 3 clusters Score -2885328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2885324.750000 Penalty: 3273.291992
	Iteration 46Q: 3 clusters Score -2885325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2885326.250000 Penalty: 3273.291992
	Iteration 47Q: 3 clusters Score -2885326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2885324.500000 Penalty: 3273.291992
	Iteration 48Q: 3 clusters Score -2885324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2885331.000000 Penalty: 3273.291992
	Iteration 49Q: 3 clusters Score -2885331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2885331.000000 Penalty: 3273.291992
	Iteration 50F: 3 clusters Score -2885331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -657484.187500 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -657484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -653303.000000 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -653303 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -654400.812500 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -654400.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -654592.687500 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -654592.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -654729.187500 Penalty: 2786.902588
	Iteration 3F: 3 clusters Score -654729.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -654819.437500 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -654819.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -654889.187500 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -654889.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -654946.250000 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -654946.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -655001.687500 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -655001.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -655050.625000 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -655050.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -655110.187500 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -655110.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -655177.375000 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -655177.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -655256.125000 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -655256.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -655344.000000 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -655344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -655445.375000 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -655445.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -655528.687500 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -655528.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -655602.687500 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -655602.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -655700.000000 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -655700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -655796.562500 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -655796.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -655887.312500 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -655887.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -655962.500000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -655962.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -656035.062500 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -656035.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -656097.250000 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -656097.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -656133.937500 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -656133.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -656152.500000 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -656152.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -656166.937500 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -656166.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -656175.750000 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -656175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -656182.312500 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -656182.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -656190.437500 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -656190.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -656197.687500 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -656197.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -656207.437500 Penalty: 2786.902588
	Iteration 29Q: 3 clusters Score -656207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -656212.250000 Penalty: 2786.902588
	Iteration 30Q: 3 clusters Score -656212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -656216.875000 Penalty: 2786.902588
	Iteration 31Q: 3 clusters Score -656216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -656219.750000 Penalty: 2786.902588
	Iteration 32Q: 3 clusters Score -656219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -656222.500000 Penalty: 2786.902588
	Iteration 33Q: 3 clusters Score -656222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -656223.312500 Penalty: 2786.902588
	Iteration 34Q: 3 clusters Score -656223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -656223.812500 Penalty: 2786.902588
	Iteration 35Q: 3 clusters Score -656223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -656225.000000 Penalty: 2786.902588
	Iteration 36Q: 3 clusters Score -656225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -656225.000000 Penalty: 2786.902588
	Iteration 37F: 3 clusters Score -656225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43968.257812 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -43968.26 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 145 members 
Entering Unmasked Estep 
Score: -43043.410156 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -43043.41 nChanged 41
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: -43123.714844 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -43123.71 nChanged 11
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: -43151.332031 Penalty: 1862.282349
	Iteration 2Q: 3 clusters Score -43151.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43164.054688 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -43164.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43166.531250 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -43166.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43169.917969 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -43169.92 nChanged 1
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: -43171.187500 Penalty: 1862.282349
	Iteration 6Q: 3 clusters Score -43171.19 nChanged 0
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: -43171.187500 Penalty: 1862.282349
	Iteration 7F: 3 clusters Score -43171.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -320894.937500 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -320894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -318308.281250 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -318308.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -319004.031250 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -319004 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -319226.000000 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -319226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -319405.687500 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -319405.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -319562.343750 Penalty: 2584.485596
	Iteration 4F: 3 clusters Score -319562.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -319707.218750 Penalty: 2584.485596
	Iteration 5F: 3 clusters Score -319707.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -319834.281250 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -319834.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -319924.500000 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -319924.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -319984.812500 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -319984.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -320034.906250 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -320034.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -320070.062500 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -320070.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -320092.281250 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -320092.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -320113.843750 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -320113.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -320130.500000 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -320130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -320143.125000 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -320143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -320150.906250 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -320150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -320156.843750 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -320156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -320161.093750 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -320161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -320162.312500 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -320162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -320164.875000 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -320164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -320167.000000 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -320167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -320168.562500 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -320168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -320170.718750 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -320170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -320174.375000 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -320174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -320177.187500 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -320177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -320177.875000 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -320177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -320179.375000 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -320179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -320180.093750 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -320180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -320181.468750 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -320181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -320183.000000 Penalty: 2584.485596
	Iteration 29Q: 3 clusters Score -320183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -320185.312500 Penalty: 2584.485596
	Iteration 30Q: 3 clusters Score -320185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -320185.312500 Penalty: 2584.485596
	Iteration 31F: 3 clusters Score -320185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -397339.593750 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -397339.6 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 1720 members 
Entering Unmasked Estep 
Score: -394377.843750 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -394377.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -395081.718750 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -395081.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -395243.093750 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -395243.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -395342.781250 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -395342.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -395415.781250 Penalty: 2640.733887
	Iteration 4Q: 3 clusters Score -395415.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395500.000000 Penalty: 2640.733887
	Iteration 5Q: 3 clusters Score -395500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -395588.468750 Penalty: 2640.733887
	Iteration 6Q: 3 clusters Score -395588.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -395680.843750 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -395680.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -395764.531250 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -395764.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -395839.468750 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -395839.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -395910.625000 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -395910.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -395961.375000 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -395961.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -396008.750000 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -396008.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -396049.281250 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -396049.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -396103.531250 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -396103.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -396147.625000 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -396147.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -396182.531250 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -396182.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -396205.937500 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -396205.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -396236.437500 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -396236.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -396264.437500 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -396264.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -396288.906250 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -396288.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -396315.750000 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -396315.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -396356.937500 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -396356.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -396403.468750 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -396403.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -396467.281250 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -396467.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -396559.312500 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -396559.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -396622.093750 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -396622.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -396662.687500 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -396662.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -396681.187500 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -396681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -396688.531250 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -396688.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -396693.687500 Penalty: 2640.733887
	Iteration 30Q: 3 clusters Score -396693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -396695.531250 Penalty: 2640.733887
	Iteration 31Q: 3 clusters Score -396695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -396697.156250 Penalty: 2640.733887
	Iteration 32Q: 3 clusters Score -396697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -396697.156250 Penalty: 2640.733887
	Iteration 33F: 3 clusters Score -396697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Entering Unmasked Estep 
Score: -1663548.750000 Penalty: 1541.746216
	Iteration 0F: 2 clusters Score -1663549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1653678.125000 Penalty: 3083.492432
	Iteration 0F: 3 clusters Score -1653678 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1656767.000000 Penalty: 3083.492432
	Iteration 1F: 3 clusters Score -1656767 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1657166.000000 Penalty: 3083.492432
	Iteration 2F: 3 clusters Score -1657166 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1657607.500000 Penalty: 3083.492432
	Iteration 3F: 3 clusters Score -1657608 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1658079.500000 Penalty: 3083.492432
	Iteration 4F: 3 clusters Score -1658080 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1658632.875000 Penalty: 3083.492432
	Iteration 5F: 3 clusters Score -1658633 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1659233.375000 Penalty: 3083.492432
	Iteration 6F: 3 clusters Score -1659233 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1659851.750000 Penalty: 3083.492432
	Iteration 7F: 3 clusters Score -1659852 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1660392.750000 Penalty: 3083.492432
	Iteration 8F: 3 clusters Score -1660393 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1660885.500000 Penalty: 3083.492432
	Iteration 9Q: 3 clusters Score -1660886 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1661307.875000 Penalty: 3083.492432
	Iteration 10Q: 3 clusters Score -1661308 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1661627.000000 Penalty: 3083.492432
	Iteration 11Q: 3 clusters Score -1661627 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1661834.875000 Penalty: 3083.492432
	Iteration 12Q: 3 clusters Score -1661835 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1661965.500000 Penalty: 3083.492432
	Iteration 13Q: 3 clusters Score -1661966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1662046.500000 Penalty: 3083.492432
	Iteration 14Q: 3 clusters Score -1662046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1662109.250000 Penalty: 3083.492432
	Iteration 15Q: 3 clusters Score -1662109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1662157.625000 Penalty: 3083.492432
	Iteration 16Q: 3 clusters Score -1662158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1662173.625000 Penalty: 3083.492432
	Iteration 17Q: 3 clusters Score -1662174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1662180.000000 Penalty: 3083.492432
	Iteration 18Q: 3 clusters Score -1662180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1662189.000000 Penalty: 3083.492432
	Iteration 19Q: 3 clusters Score -1662189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1662193.500000 Penalty: 3083.492432
	Iteration 20F: 3 clusters Score -1662194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1662198.375000 Penalty: 3083.492432
	Iteration 21Q: 3 clusters Score -1662198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1662198.875000 Penalty: 3083.492432
	Iteration 22Q: 3 clusters Score -1662199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1662198.875000 Penalty: 3083.492432
	Iteration 23F: 3 clusters Score -1662199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1224055.375000 Penalty: 1504.236938
	Iteration 0F: 2 clusters Score -1224055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1216602.250000 Penalty: 3008.473877
	Iteration 0F: 3 clusters Score -1216602 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1218951.000000 Penalty: 3008.473877
	Iteration 1F: 3 clusters Score -1218951 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1219209.125000 Penalty: 3008.473877
	Iteration 2F: 3 clusters Score -1219209 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1219365.000000 Penalty: 3008.473877
	Iteration 3Q: 3 clusters Score -1219365 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1219501.875000 Penalty: 3008.473877
	Iteration 4Q: 3 clusters Score -1219502 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1219606.500000 Penalty: 3008.473877
	Iteration 5Q: 3 clusters Score -1219606 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1219697.375000 Penalty: 3008.473877
	Iteration 6Q: 3 clusters Score -1219697 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1219763.750000 Penalty: 3008.473877
	Iteration 7Q: 3 clusters Score -1219764 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1219835.875000 Penalty: 3008.473877
	Iteration 8Q: 3 clusters Score -1219836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1219919.125000 Penalty: 3008.473877
	Iteration 9Q: 3 clusters Score -1219919 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1220007.000000 Penalty: 3008.473877
	Iteration 10Q: 3 clusters Score -1220007 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1220104.000000 Penalty: 3008.473877
	Iteration 11Q: 3 clusters Score -1220104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1220228.375000 Penalty: 3008.473877
	Iteration 12Q: 3 clusters Score -1220228 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1220382.875000 Penalty: 3008.473877
	Iteration 13Q: 3 clusters Score -1220383 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1220542.875000 Penalty: 3008.473877
	Iteration 14Q: 3 clusters Score -1220543 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1220700.375000 Penalty: 3008.473877
	Iteration 15Q: 3 clusters Score -1220700 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1220847.250000 Penalty: 3008.473877
	Iteration 16Q: 3 clusters Score -1220847 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1221001.750000 Penalty: 3008.473877
	Iteration 17Q: 3 clusters Score -1221002 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1221170.125000 Penalty: 3008.473877
	Iteration 18Q: 3 clusters Score -1221170 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1221361.625000 Penalty: 3008.473877
	Iteration 19Q: 3 clusters Score -1221362 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1221581.125000 Penalty: 3008.473877
	Iteration 20F: 3 clusters Score -1221581 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1221831.625000 Penalty: 3008.473877
	Iteration 21Q: 3 clusters Score -1221832 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1222101.375000 Penalty: 3008.473877
	Iteration 22Q: 3 clusters Score -1222101 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1222312.500000 Penalty: 3008.473877
	Iteration 23Q: 3 clusters Score -1222312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1222486.125000 Penalty: 3008.473877
	Iteration 24Q: 3 clusters Score -1222486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1222606.125000 Penalty: 3008.473877
	Iteration 25Q: 3 clusters Score -1222606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1222668.875000 Penalty: 3008.473877
	Iteration 26Q: 3 clusters Score -1222669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1222701.875000 Penalty: 3008.473877
	Iteration 27Q: 3 clusters Score -1222702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1222710.500000 Penalty: 3008.473877
	Iteration 28Q: 3 clusters Score -1222710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1222718.250000 Penalty: 3008.473877
	Iteration 29Q: 3 clusters Score -1222718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1222725.875000 Penalty: 3008.473877
	Iteration 30Q: 3 clusters Score -1222726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1222729.750000 Penalty: 3008.473877
	Iteration 31Q: 3 clusters Score -1222730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1222734.000000 Penalty: 3008.473877
	Iteration 32Q: 3 clusters Score -1222734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1222742.000000 Penalty: 3008.473877
	Iteration 33Q: 3 clusters Score -1222742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1222744.375000 Penalty: 3008.473877
	Iteration 34Q: 3 clusters Score -1222744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1222745.000000 Penalty: 3008.473877
	Iteration 35Q: 3 clusters Score -1222745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1222746.375000 Penalty: 3008.473877
	Iteration 36Q: 3 clusters Score -1222746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1222746.375000 Penalty: 3008.473877
	Iteration 37F: 3 clusters Score -1222746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -1368741.875000 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -1368742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1360722.375000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -1360722 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1363340.250000 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -1363340 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1363553.500000 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -1363554 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1363734.500000 Penalty: 3035.145508
	Iteration 3Q: 3 clusters Score -1363734 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1363880.750000 Penalty: 3035.145508
	Iteration 4Q: 3 clusters Score -1363881 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1364030.375000 Penalty: 3035.145508
	Iteration 5Q: 3 clusters Score -1364030 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1364209.375000 Penalty: 3035.145508
	Iteration 6Q: 3 clusters Score -1364209 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1364393.625000 Penalty: 3035.145508
	Iteration 7Q: 3 clusters Score -1364394 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1364554.625000 Penalty: 3035.145508
	Iteration 8Q: 3 clusters Score -1364555 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1364714.625000 Penalty: 3035.145508
	Iteration 9Q: 3 clusters Score -1364715 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1364881.375000 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -1364881 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1365047.500000 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -1365048 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1365224.750000 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -1365225 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1365398.000000 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -1365398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1365558.625000 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -1365559 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1365714.750000 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -1365715 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1365843.000000 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -1365843 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1365962.250000 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -1365962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1366081.875000 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -1366082 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1366199.125000 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -1366199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1366335.375000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -1366335 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1366478.375000 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -1366478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1366626.250000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -1366626 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1366758.625000 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -1366759 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1366881.875000 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -1366882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1366996.500000 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -1366996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1367082.500000 Penalty: 3035.145508
	Iteration 26Q: 3 clusters Score -1367082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1367163.500000 Penalty: 3035.145508
	Iteration 27Q: 3 clusters Score -1367164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1367223.875000 Penalty: 3035.145508
	Iteration 28Q: 3 clusters Score -1367224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1367276.750000 Penalty: 3035.145508
	Iteration 29Q: 3 clusters Score -1367277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1367303.000000 Penalty: 3035.145508
	Iteration 30Q: 3 clusters Score -1367303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1367329.750000 Penalty: 3035.145508
	Iteration 31Q: 3 clusters Score -1367330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1367351.250000 Penalty: 3035.145508
	Iteration 32Q: 3 clusters Score -1367351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1367373.750000 Penalty: 3035.145508
	Iteration 33Q: 3 clusters Score -1367374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1367389.375000 Penalty: 3035.145508
	Iteration 34Q: 3 clusters Score -1367389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1367402.500000 Penalty: 3035.145508
	Iteration 35Q: 3 clusters Score -1367402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1367408.625000 Penalty: 3035.145508
	Iteration 36Q: 3 clusters Score -1367409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1367422.750000 Penalty: 3035.145508
	Iteration 37Q: 3 clusters Score -1367423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1367429.750000 Penalty: 3035.145508
	Iteration 38Q: 3 clusters Score -1367430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1367438.750000 Penalty: 3035.145508
	Iteration 39Q: 3 clusters Score -1367439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1367446.125000 Penalty: 3035.145508
	Iteration 40F: 3 clusters Score -1367446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1367456.375000 Penalty: 3035.145508
	Iteration 41Q: 3 clusters Score -1367456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1367462.250000 Penalty: 3035.145508
	Iteration 42Q: 3 clusters Score -1367462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1367462.125000 Penalty: 3035.145508
	Iteration 43Q: 3 clusters Score -1367462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1367466.500000 Penalty: 3035.145508
	Iteration 44Q: 3 clusters Score -1367466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1367468.750000 Penalty: 3035.145508
	Iteration 45Q: 3 clusters Score -1367469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1367466.125000 Penalty: 3035.145508
	Iteration 46Q: 3 clusters Score -1367466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1367466.625000 Penalty: 3035.145508
	Iteration 47Q: 3 clusters Score -1367467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1367467.375000 Penalty: 3035.145508
	Iteration 48Q: 3 clusters Score -1367467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1367472.375000 Penalty: 3035.145508
	Iteration 49Q: 3 clusters Score -1367472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1367472.875000 Penalty: 3035.145508
	Iteration 50Q: 3 clusters Score -1367473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1367473.125000 Penalty: 3035.145508
	Iteration 51Q: 3 clusters Score -1367473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1367473.125000 Penalty: 3035.145508
	Iteration 52F: 3 clusters Score -1367473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -45824.457031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -45824.46 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 226 members 
Entering Unmasked Estep 
Score: -44893.585938 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -44893.59 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45111.183594 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -45111.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45198.265625 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -45198.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45235.394531 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -45235.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45252.320312 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -45252.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45275.757812 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -45275.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45279.878906 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -45279.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45283.796875 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -45283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45290.914062 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -45290.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45300.238281 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -45300.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -45308.984375 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -45308.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -45310.835938 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -45310.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -45310.835938 Penalty: 1986.226929
	Iteration 12F: 3 clusters Score -45310.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -16388.359375 Penalty: 760.846313
	Iteration 0F: 2 clusters Score -16388.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15821.104492 Penalty: 1521.692627
	Iteration 0F: 3 clusters Score -15821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15875.615234 Penalty: 1521.692627
	Iteration 1Q: 3 clusters Score -15875.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15968.061523 Penalty: 1521.692627
	Iteration 2Q: 3 clusters Score -15968.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15977.169922 Penalty: 1521.692627
	Iteration 3Q: 3 clusters Score -15977.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15977.169922 Penalty: 1521.692627
	Iteration 4F: 3 clusters Score -15977.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -791709.812500 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -791709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -786827.500000 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -786827.5 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -788230.000000 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -788230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -788410.875000 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -788410.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -788531.812500 Penalty: 2847.096191
	Iteration 3Q: 3 clusters Score -788531.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -788625.562500 Penalty: 2847.096191
	Iteration 4Q: 3 clusters Score -788625.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -788702.062500 Penalty: 2847.096191
	Iteration 5Q: 3 clusters Score -788702.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -788771.500000 Penalty: 2847.096191
	Iteration 6Q: 3 clusters Score -788771.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -788821.937500 Penalty: 2847.096191
	Iteration 7Q: 3 clusters Score -788821.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -788849.625000 Penalty: 2847.096191
	Iteration 8Q: 3 clusters Score -788849.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -788888.500000 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -788888.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -788936.062500 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -788936.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -788981.062500 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -788981.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -789032.312500 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -789032.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -789086.937500 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -789086.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -789148.562500 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -789148.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -789220.625000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -789220.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -789303.500000 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -789303.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -789392.500000 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -789392.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -789478.437500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -789478.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -789585.312500 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -789585.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -789686.812500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -789686.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -789775.875000 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -789775.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -789837.437500 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -789837.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -789878.312500 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -789878.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -789906.812500 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -789906.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -789926.000000 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -789926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -789944.687500 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -789944.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -789961.875000 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -789961.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -789984.000000 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -789984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -790000.250000 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -790000.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -790012.625000 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -790012.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -790024.875000 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -790024.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -790036.312500 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -790036.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -790046.125000 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -790046.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -790058.937500 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -790058.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -790070.750000 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -790070.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -790085.750000 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -790085.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -790107.125000 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -790107.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -790121.562500 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -790121.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -790134.437500 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -790134.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -790148.062500 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -790148.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -790157.187500 Penalty: 2847.096191
	Iteration 41Q: 3 clusters Score -790157.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -790170.062500 Penalty: 2847.096191
	Iteration 42Q: 3 clusters Score -790170.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -790179.750000 Penalty: 2847.096191
	Iteration 43Q: 3 clusters Score -790179.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -790192.125000 Penalty: 2847.096191
	Iteration 44Q: 3 clusters Score -790192.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -790200.250000 Penalty: 2847.096191
	Iteration 45Q: 3 clusters Score -790200.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -790216.000000 Penalty: 2847.096191
	Iteration 46Q: 3 clusters Score -790216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -790225.812500 Penalty: 2847.096191
	Iteration 47Q: 3 clusters Score -790225.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -790236.687500 Penalty: 2847.096191
	Iteration 48Q: 3 clusters Score -790236.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -790248.562500 Penalty: 2847.096191
	Iteration 49Q: 3 clusters Score -790248.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -790253.437500 Penalty: 2847.096191
	Iteration 50Q: 3 clusters Score -790253.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -790263.687500 Penalty: 2847.096191
	Iteration 51Q: 3 clusters Score -790263.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -790276.250000 Penalty: 2847.096191
	Iteration 52Q: 3 clusters Score -790276.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -790285.437500 Penalty: 2847.096191
	Iteration 53Q: 3 clusters Score -790285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -790291.812500 Penalty: 2847.096191
	Iteration 54Q: 3 clusters Score -790291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -790302.500000 Penalty: 2847.096191
	Iteration 55Q: 3 clusters Score -790302.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -790314.250000 Penalty: 2847.096191
	Iteration 56Q: 3 clusters Score -790314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -790331.500000 Penalty: 2847.096191
	Iteration 57Q: 3 clusters Score -790331.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -790344.437500 Penalty: 2847.096191
	Iteration 58Q: 3 clusters Score -790344.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -790350.062500 Penalty: 2847.096191
	Iteration 59Q: 3 clusters Score -790350.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -790356.687500 Penalty: 2847.096191
	Iteration 60F: 3 clusters Score -790356.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -790359.062500 Penalty: 2847.096191
	Iteration 61Q: 3 clusters Score -790359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -790364.000000 Penalty: 2847.096191
	Iteration 62Q: 3 clusters Score -790364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -790367.125000 Penalty: 2847.096191
	Iteration 63Q: 3 clusters Score -790367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -790372.562500 Penalty: 2847.096191
	Iteration 64Q: 3 clusters Score -790372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -790377.062500 Penalty: 2847.096191
	Iteration 65Q: 3 clusters Score -790377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -790377.937500 Penalty: 2847.096191
	Iteration 66Q: 3 clusters Score -790377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -790378.625000 Penalty: 2847.096191
	Iteration 67Q: 3 clusters Score -790378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -790382.562500 Penalty: 2847.096191
	Iteration 68Q: 3 clusters Score -790382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -790384.937500 Penalty: 2847.096191
	Iteration 69Q: 3 clusters Score -790384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -790388.937500 Penalty: 2847.096191
	Iteration 70Q: 3 clusters Score -790388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -790391.062500 Penalty: 2847.096191
	Iteration 71Q: 3 clusters Score -790391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -790391.250000 Penalty: 2847.096191
	Iteration 72Q: 3 clusters Score -790391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -790392.375000 Penalty: 2847.096191
	Iteration 73Q: 3 clusters Score -790392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -790391.437500 Penalty: 2847.096191
	Iteration 74Q: 3 clusters Score -790391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -790391.437500 Penalty: 2847.096191
	Iteration 75F: 3 clusters Score -790391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Entering Unmasked Estep 
Score: -17185782.000000 Penalty: 1927.656860
	Iteration 0F: 2 clusters Score -1.718578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -17095966.000000 Penalty: 3855.313721
	Iteration 0F: 3 clusters Score -1.709597e+07 nChanged 68545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -17136542.000000 Penalty: 3855.313721
	Iteration 1F: 3 clusters Score -1.713654e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -17137952.000000 Penalty: 3855.313721
	Iteration 2Q: 3 clusters Score -1.713795e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -17139654.000000 Penalty: 3855.313721
	Iteration 3Q: 3 clusters Score -1.713965e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -17141984.000000 Penalty: 3855.313721
	Iteration 4Q: 3 clusters Score -1.714198e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -17144962.000000 Penalty: 3855.313721
	Iteration 5Q: 3 clusters Score -1.714496e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -17148648.000000 Penalty: 3855.313721
	Iteration 6F: 3 clusters Score -1.714865e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -17153246.000000 Penalty: 3855.313721
	Iteration 7F: 3 clusters Score -1.715325e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -17158284.000000 Penalty: 3855.313721
	Iteration 8F: 3 clusters Score -1.715828e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -17163692.000000 Penalty: 3855.313721
	Iteration 9F: 3 clusters Score -1.716369e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -17169170.000000 Penalty: 3855.313721
	Iteration 10F: 3 clusters Score -1.716917e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
Score: -17173548.000000 Penalty: 3855.313721
	Iteration 11Q: 3 clusters Score -1.717355e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -17176850.000000 Penalty: 3855.313721
	Iteration 12Q: 3 clusters Score -1.717685e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -17179224.000000 Penalty: 3855.313721
	Iteration 13Q: 3 clusters Score -1.717922e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -17180896.000000 Penalty: 3855.313721
	Iteration 14Q: 3 clusters Score -1.71809e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -17182150.000000 Penalty: 3855.313721
	Iteration 15Q: 3 clusters Score -1.718215e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -17183022.000000 Penalty: 3855.313721
	Iteration 16Q: 3 clusters Score -1.718302e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -17183574.000000 Penalty: 3855.313721
	Iteration 17Q: 3 clusters Score -1.718357e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -17183962.000000 Penalty: 3855.313721
	Iteration 18Q: 3 clusters Score -1.718396e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -17184266.000000 Penalty: 3855.313721
	Iteration 19Q: 3 clusters Score -1.718427e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -17184484.000000 Penalty: 3855.313721
	Iteration 20F: 3 clusters Score -1.718448e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -17184686.000000 Penalty: 3855.313721
	Iteration 21Q: 3 clusters Score -1.718469e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -17184768.000000 Penalty: 3855.313721
	Iteration 22Q: 3 clusters Score -1.718477e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -17184838.000000 Penalty: 3855.313721
	Iteration 23Q: 3 clusters Score -1.718484e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 140255 members 
Entering Unmasked Estep 
Score: -17184884.000000 Penalty: 3855.313721
	Iteration 24Q: 3 clusters Score -1.718488e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -17184920.000000 Penalty: 3855.313721
	Iteration 25Q: 3 clusters Score -1.718492e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -17184948.000000 Penalty: 3855.313721
	Iteration 26Q: 3 clusters Score -1.718495e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -17184942.000000 Penalty: 3855.313721
	Iteration 27Q: 3 clusters Score -1.718494e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -17184966.000000 Penalty: 3855.313721
	Iteration 28Q: 3 clusters Score -1.718497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -17184988.000000 Penalty: 3855.313721
	Iteration 29Q: 3 clusters Score -1.718499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 140381 members 
Entering Unmasked Estep 
Score: -17184986.000000 Penalty: 3855.313721
	Iteration 30Q: 3 clusters Score -1.718499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -17185020.000000 Penalty: 3855.313721
	Iteration 31Q: 3 clusters Score -1.718502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -17185012.000000 Penalty: 3855.313721
	Iteration 32Q: 3 clusters Score -1.718501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -17185028.000000 Penalty: 3855.313721
	Iteration 33Q: 3 clusters Score -1.718503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 140423 members 
Entering Unmasked Estep 
Score: -17185038.000000 Penalty: 3855.313721
	Iteration 34Q: 3 clusters Score -1.718504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -17185030.000000 Penalty: 3855.313721
	Iteration 35Q: 3 clusters Score -1.718503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -17185052.000000 Penalty: 3855.313721
	Iteration 36Q: 3 clusters Score -1.718505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 140444 members 
Entering Unmasked Estep 
Score: -17185070.000000 Penalty: 3855.313721
	Iteration 37Q: 3 clusters Score -1.718507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 140444 members 
Entering Unmasked Estep 
Score: -17185076.000000 Penalty: 3855.313721
	Iteration 38Q: 3 clusters Score -1.718508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 140444 members 
Entering Unmasked Estep 
Score: -17185078.000000 Penalty: 3855.313721
	Iteration 39Q: 3 clusters Score -1.718508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 140449 members 
Entering Unmasked Estep 
Score: -17185092.000000 Penalty: 3855.313721
	Iteration 40F: 3 clusters Score -1.718509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 140453 members 
Entering Unmasked Estep 
Score: -17185096.000000 Penalty: 3855.313721
	Iteration 41Q: 3 clusters Score -1.71851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -17185098.000000 Penalty: 3855.313721
	Iteration 42Q: 3 clusters Score -1.71851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -17185094.000000 Penalty: 3855.313721
	Iteration 43Q: 3 clusters Score -1.718509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -17185090.000000 Penalty: 3855.313721
	Iteration 44Q: 3 clusters Score -1.718509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -17185090.000000 Penalty: 3855.313721
	Iteration 45F: 3 clusters Score -1.718509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -128375.992188 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -128376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126845.882812 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -126845.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127098.187500 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -127098.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127187.968750 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -127188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127221.289062 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -127221.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127244.929688 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -127244.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127257.929688 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -127257.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127272.164062 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -127272.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127288.945312 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -127288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127297.164062 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -127297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127306.460938 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -127306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127311.546875 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -127311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127314.945312 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -127314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127318.101562 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -127318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127325.445312 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -127325.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127333.085938 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -127333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127340.343750 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -127340.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127351.648438 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -127351.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127363.000000 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -127363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127368.390625 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -127368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127373.070312 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -127373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127377.015625 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -127377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127382.187500 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -127382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127383.367188 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -127383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127384.507812 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -127384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127388.835938 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -127388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127391.851562 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -127391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127392.156250 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -127392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127394.085938 Penalty: 2279.814697
	Iteration 27Q: 3 clusters Score -127394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127395.382812 Penalty: 2279.814697
	Iteration 28Q: 3 clusters Score -127395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127395.789062 Penalty: 2279.814697
	Iteration 29Q: 3 clusters Score -127395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127395.789062 Penalty: 2279.814697
	Iteration 30F: 3 clusters Score -127395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Entering Unmasked Estep 
Score: -823277.187500 Penalty: 1431.214233
	Iteration 0F: 2 clusters Score -823277.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -818222.312500 Penalty: 2862.428467
	Iteration 0F: 3 clusters Score -818222.3 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -819870.187500 Penalty: 2862.428467
	Iteration 1F: 3 clusters Score -819870.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -820241.625000 Penalty: 2862.428467
	Iteration 2F: 3 clusters Score -820241.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -820583.625000 Penalty: 2862.428467
	Iteration 3F: 3 clusters Score -820583.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -820946.250000 Penalty: 2862.428467
	Iteration 4F: 3 clusters Score -820946.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -821285.625000 Penalty: 2862.428467
	Iteration 5F: 3 clusters Score -821285.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -821553.000000 Penalty: 2862.428467
	Iteration 6F: 3 clusters Score -821553 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -821734.250000 Penalty: 2862.428467
	Iteration 7Q: 3 clusters Score -821734.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -821842.062500 Penalty: 2862.428467
	Iteration 8Q: 3 clusters Score -821842.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -821918.187500 Penalty: 2862.428467
	Iteration 9Q: 3 clusters Score -821918.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -821969.687500 Penalty: 2862.428467
	Iteration 10Q: 3 clusters Score -821969.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -822000.937500 Penalty: 2862.428467
	Iteration 11Q: 3 clusters Score -822000.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -822026.125000 Penalty: 2862.428467
	Iteration 12Q: 3 clusters Score -822026.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -822045.500000 Penalty: 2862.428467
	Iteration 13Q: 3 clusters Score -822045.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822055.187500 Penalty: 2862.428467
	Iteration 14Q: 3 clusters Score -822055.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -822066.562500 Penalty: 2862.428467
	Iteration 15Q: 3 clusters Score -822066.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -822073.000000 Penalty: 2862.428467
	Iteration 16Q: 3 clusters Score -822073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -822077.500000 Penalty: 2862.428467
	Iteration 17Q: 3 clusters Score -822077.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -822080.500000 Penalty: 2862.428467
	Iteration 18Q: 3 clusters Score -822080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -822085.812500 Penalty: 2862.428467
	Iteration 19Q: 3 clusters Score -822085.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -822086.875000 Penalty: 2862.428467
	Iteration 20F: 3 clusters Score -822086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822090.812500 Penalty: 2862.428467
	Iteration 21Q: 3 clusters Score -822090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -822094.187500 Penalty: 2862.428467
	Iteration 22Q: 3 clusters Score -822094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -822096.000000 Penalty: 2862.428467
	Iteration 23Q: 3 clusters Score -822096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -822095.562500 Penalty: 2862.428467
	Iteration 24Q: 3 clusters Score -822095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822094.562500 Penalty: 2862.428467
	Iteration 25Q: 3 clusters Score -822094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -822096.875000 Penalty: 2862.428467
	Iteration 26Q: 3 clusters Score -822096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822097.562500 Penalty: 2862.428467
	Iteration 27Q: 3 clusters Score -822097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822097.562500 Penalty: 2862.428467
	Iteration 28F: 3 clusters Score -822097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -902241.437500 Penalty: 1450.731689
	Iteration 0F: 2 clusters Score -902241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -896641.562500 Penalty: 2901.463379
	Iteration 0F: 3 clusters Score -896641.6 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -898500.562500 Penalty: 2901.463379
	Iteration 1F: 3 clusters Score -898500.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -898795.500000 Penalty: 2901.463379
	Iteration 2F: 3 clusters Score -898795.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -899071.000000 Penalty: 2901.463379
	Iteration 3F: 3 clusters Score -899071 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -899273.437500 Penalty: 2901.463379
	Iteration 4F: 3 clusters Score -899273.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -899423.812500 Penalty: 2901.463379
	Iteration 5Q: 3 clusters Score -899423.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -899531.562500 Penalty: 2901.463379
	Iteration 6Q: 3 clusters Score -899531.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -899632.312500 Penalty: 2901.463379
	Iteration 7Q: 3 clusters Score -899632.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -899723.812500 Penalty: 2901.463379
	Iteration 8Q: 3 clusters Score -899723.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -899806.250000 Penalty: 2901.463379
	Iteration 9Q: 3 clusters Score -899806.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -899877.875000 Penalty: 2901.463379
	Iteration 10Q: 3 clusters Score -899877.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -899943.750000 Penalty: 2901.463379
	Iteration 11Q: 3 clusters Score -899943.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -900002.750000 Penalty: 2901.463379
	Iteration 12Q: 3 clusters Score -900002.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -900056.562500 Penalty: 2901.463379
	Iteration 13Q: 3 clusters Score -900056.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -900121.000000 Penalty: 2901.463379
	Iteration 14Q: 3 clusters Score -900121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -900170.937500 Penalty: 2901.463379
	Iteration 15Q: 3 clusters Score -900170.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -900219.625000 Penalty: 2901.463379
	Iteration 16Q: 3 clusters Score -900219.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -900260.375000 Penalty: 2901.463379
	Iteration 17Q: 3 clusters Score -900260.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -900302.000000 Penalty: 2901.463379
	Iteration 18Q: 3 clusters Score -900302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -900331.250000 Penalty: 2901.463379
	Iteration 19Q: 3 clusters Score -900331.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -900351.187500 Penalty: 2901.463379
	Iteration 20F: 3 clusters Score -900351.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -900371.812500 Penalty: 2901.463379
	Iteration 21Q: 3 clusters Score -900371.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -900386.000000 Penalty: 2901.463379
	Iteration 22Q: 3 clusters Score -900386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -900396.625000 Penalty: 2901.463379
	Iteration 23Q: 3 clusters Score -900396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -900403.562500 Penalty: 2901.463379
	Iteration 24Q: 3 clusters Score -900403.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -900409.562500 Penalty: 2901.463379
	Iteration 25Q: 3 clusters Score -900409.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -900414.562500 Penalty: 2901.463379
	Iteration 26Q: 3 clusters Score -900414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -900416.000000 Penalty: 2901.463379
	Iteration 27Q: 3 clusters Score -900416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -900422.562500 Penalty: 2901.463379
	Iteration 28Q: 3 clusters Score -900422.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -900423.062500 Penalty: 2901.463379
	Iteration 29Q: 3 clusters Score -900423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -900428.062500 Penalty: 2901.463379
	Iteration 30Q: 3 clusters Score -900428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -900429.250000 Penalty: 2901.463379
	Iteration 31Q: 3 clusters Score -900429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -900434.062500 Penalty: 2901.463379
	Iteration 32Q: 3 clusters Score -900434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -900437.125000 Penalty: 2901.463379
	Iteration 33Q: 3 clusters Score -900437.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -900437.437500 Penalty: 2901.463379
	Iteration 34Q: 3 clusters Score -900437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -900439.625000 Penalty: 2901.463379
	Iteration 35Q: 3 clusters Score -900439.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -900443.875000 Penalty: 2901.463379
	Iteration 36Q: 3 clusters Score -900443.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -900446.062500 Penalty: 2901.463379
	Iteration 37Q: 3 clusters Score -900446.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -900450.437500 Penalty: 2901.463379
	Iteration 38Q: 3 clusters Score -900450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -900454.625000 Penalty: 2901.463379
	Iteration 39Q: 3 clusters Score -900454.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -900463.500000 Penalty: 2901.463379
	Iteration 40F: 3 clusters Score -900463.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -900472.937500 Penalty: 2901.463379
	Iteration 41Q: 3 clusters Score -900472.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -900482.125000 Penalty: 2901.463379
	Iteration 42Q: 3 clusters Score -900482.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -900487.125000 Penalty: 2901.463379
	Iteration 43Q: 3 clusters Score -900487.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -900491.687500 Penalty: 2901.463379
	Iteration 44Q: 3 clusters Score -900491.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -900497.000000 Penalty: 2901.463379
	Iteration 45Q: 3 clusters Score -900497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -900500.250000 Penalty: 2901.463379
	Iteration 46Q: 3 clusters Score -900500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -900501.250000 Penalty: 2901.463379
	Iteration 47Q: 3 clusters Score -900501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -900506.250000 Penalty: 2901.463379
	Iteration 48Q: 3 clusters Score -900506.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -900506.937500 Penalty: 2901.463379
	Iteration 49Q: 3 clusters Score -900506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -900507.562500 Penalty: 2901.463379
	Iteration 50Q: 3 clusters Score -900507.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -900507.625000 Penalty: 2901.463379
	Iteration 51Q: 3 clusters Score -900507.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -900509.875000 Penalty: 2901.463379
	Iteration 52Q: 3 clusters Score -900509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -900511.375000 Penalty: 2901.463379
	Iteration 53Q: 3 clusters Score -900511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -900512.187500 Penalty: 2901.463379
	Iteration 54Q: 3 clusters Score -900512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -900513.187500 Penalty: 2901.463379
	Iteration 55Q: 3 clusters Score -900513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -900516.187500 Penalty: 2901.463379
	Iteration 56Q: 3 clusters Score -900516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -900515.812500 Penalty: 2901.463379
	Iteration 57Q: 3 clusters Score -900515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -900516.937500 Penalty: 2901.463379
	Iteration 58Q: 3 clusters Score -900516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -900516.250000 Penalty: 2901.463379
	Iteration 59Q: 3 clusters Score -900516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -900516.875000 Penalty: 2901.463379
	Iteration 60F: 3 clusters Score -900516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1403391.750000 Penalty: 1517.658447
	Iteration 0F: 2 clusters Score -1403392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1395319.375000 Penalty: 3035.316895
	Iteration 0F: 3 clusters Score -1395319 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1398000.500000 Penalty: 3035.316895
	Iteration 1F: 3 clusters Score -1398000 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1398262.875000 Penalty: 3035.316895
	Iteration 2F: 3 clusters Score -1398263 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1398507.250000 Penalty: 3035.316895
	Iteration 3Q: 3 clusters Score -1398507 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1398745.625000 Penalty: 3035.316895
	Iteration 4Q: 3 clusters Score -1398746 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1398990.500000 Penalty: 3035.316895
	Iteration 5Q: 3 clusters Score -1398990 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1399279.000000 Penalty: 3035.316895
	Iteration 6Q: 3 clusters Score -1399279 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1399646.375000 Penalty: 3035.316895
	Iteration 7Q: 3 clusters Score -1399646 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1400067.000000 Penalty: 3035.316895
	Iteration 8Q: 3 clusters Score -1400067 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1400493.750000 Penalty: 3035.316895
	Iteration 9Q: 3 clusters Score -1400494 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1400889.500000 Penalty: 3035.316895
	Iteration 10Q: 3 clusters Score -1400890 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1401185.375000 Penalty: 3035.316895
	Iteration 11Q: 3 clusters Score -1401185 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1401397.750000 Penalty: 3035.316895
	Iteration 12Q: 3 clusters Score -1401398 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1401575.250000 Penalty: 3035.316895
	Iteration 13Q: 3 clusters Score -1401575 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1401727.125000 Penalty: 3035.316895
	Iteration 14Q: 3 clusters Score -1401727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1401834.750000 Penalty: 3035.316895
	Iteration 15Q: 3 clusters Score -1401835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1401924.125000 Penalty: 3035.316895
	Iteration 16Q: 3 clusters Score -1401924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1401984.250000 Penalty: 3035.316895
	Iteration 17Q: 3 clusters Score -1401984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1402022.500000 Penalty: 3035.316895
	Iteration 18Q: 3 clusters Score -1402022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1402057.250000 Penalty: 3035.316895
	Iteration 19Q: 3 clusters Score -1402057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1402098.000000 Penalty: 3035.316895
	Iteration 20F: 3 clusters Score -1402098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1402139.875000 Penalty: 3035.316895
	Iteration 21Q: 3 clusters Score -1402140 nChanged 26
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: -1402155.250000 Penalty: 3035.316895
	Iteration 22Q: 3 clusters Score -1402155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1402167.125000 Penalty: 3035.316895
	Iteration 23Q: 3 clusters Score -1402167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1402174.375000 Penalty: 3035.316895
	Iteration 24Q: 3 clusters Score -1402174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1402177.625000 Penalty: 3035.316895
	Iteration 25Q: 3 clusters Score -1402178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1402179.375000 Penalty: 3035.316895
	Iteration 26Q: 3 clusters Score -1402179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1402183.625000 Penalty: 3035.316895
	Iteration 27Q: 3 clusters Score -1402184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1402183.500000 Penalty: 3035.316895
	Iteration 28Q: 3 clusters Score -1402184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1402183.625000 Penalty: 3035.316895
	Iteration 29Q: 3 clusters Score -1402184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1402183.250000 Penalty: 3035.316895
	Iteration 30Q: 3 clusters Score -1402183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1402183.250000 Penalty: 3035.316895
	Iteration 31F: 3 clusters Score -1402183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13196 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141847 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441366.000000 Penalty: 32274.470703
Iteration 199Q: 17 clusters Score -2.944137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13197 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141846 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441362.000000 Penalty: 32274.470703
Iteration 200F: 17 clusters Score -2.944136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13201 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141844 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441358.000000 Penalty: 32274.470703
Iteration 201Q: 17 clusters Score -2.944136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141842 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441360.000000 Penalty: 32274.470703
Iteration 202Q: 17 clusters Score -2.944136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13205 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141840 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441370.000000 Penalty: 32274.470703
Iteration 203Q: 17 clusters Score -2.944137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141836 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441348.000000 Penalty: 32274.470703
Iteration 204Q: 17 clusters Score -2.944135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13212 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141834 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441350.000000 Penalty: 32274.470703
Iteration 205Q: 17 clusters Score -2.944135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13213 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141832 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441348.000000 Penalty: 32274.470703
Iteration 206Q: 17 clusters Score -2.944135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 141828 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441348.000000 Penalty: 32274.470703
Iteration 207Q: 17 clusters Score -2.944135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141826 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441362.000000 Penalty: 32274.470703
Iteration 208Q: 17 clusters Score -2.944136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141827 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441344.000000 Penalty: 32274.470703
Iteration 209Q: 17 clusters Score -2.944134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13219 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141825 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441350.000000 Penalty: 32274.470703
Iteration 210Q: 17 clusters Score -2.944135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13221 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11371 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141823 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441348.000000 Penalty: 32274.470703
Iteration 211Q: 17 clusters Score -2.944135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13223 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141821 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441360.000000 Penalty: 32274.470703
Iteration 212Q: 17 clusters Score -2.944136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141820 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441376.000000 Penalty: 32274.470703
Iteration 213Q: 17 clusters Score -2.944138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13226 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 141818 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441378.000000 Penalty: 32274.470703
Iteration 214Q: 17 clusters Score -2.944138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 141816 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441382.000000 Penalty: 32274.470703
Iteration 215Q: 17 clusters Score -2.944138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 141812 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441378.000000 Penalty: 32274.470703
Iteration 216Q: 17 clusters Score -2.944138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141807 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441378.000000 Penalty: 32274.470703
Iteration 217Q: 17 clusters Score -2.944138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141805 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441380.000000 Penalty: 32274.470703
Iteration 218Q: 17 clusters Score -2.944138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141804 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441370.000000 Penalty: 32274.470703
Iteration 219Q: 17 clusters Score -2.944137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141805 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441368.000000 Penalty: 32274.470703
Iteration 220F: 17 clusters Score -2.944137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13240 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141807 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441370.000000 Penalty: 32274.470703
Iteration 221Q: 17 clusters Score -2.944137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141807 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441364.000000 Penalty: 32274.470703
Iteration 222Q: 17 clusters Score -2.944136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 11372 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 11 contains 108 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 141807 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 7538 members 
Mstep: Class 21 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29441364.000000 Penalty: 32274.470703
Iteration 223F: 17 clusters Score -2.944136e+07 nChanged 0
Entering ConstructFrom: 
Score: -29441364.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (23659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Entering Unmasked Estep 
Score: -2886339.500000 Penalty: 1636.618530
	Iteration 0F: 2 clusters Score -2886340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2870382.750000 Penalty: 3273.237061
	Iteration 0F: 3 clusters Score -2870383 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2876027.000000 Penalty: 3273.237061
	Iteration 1F: 3 clusters Score -2876027 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2876429.750000 Penalty: 3273.237061
	Iteration 2Q: 3 clusters Score -2876430 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2876826.500000 Penalty: 3273.237061
	Iteration 3Q: 3 clusters Score -2876826 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2877244.000000 Penalty: 3273.237061
	Iteration 4Q: 3 clusters Score -2877244 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2877666.000000 Penalty: 3273.237061
	Iteration 5Q: 3 clusters Score -2877666 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2878233.000000 Penalty: 3273.237061
	Iteration 6Q: 3 clusters Score -2878233 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2878972.500000 Penalty: 3273.237061
	Iteration 7F: 3 clusters Score -2878972 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2879855.000000 Penalty: 3273.237061
	Iteration 8F: 3 clusters Score -2879855 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2880894.500000 Penalty: 3273.237061
	Iteration 9F: 3 clusters Score -2880894 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2881873.500000 Penalty: 3273.237061
	Iteration 10F: 3 clusters Score -2881874 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2882661.500000 Penalty: 3273.237061
	Iteration 11Q: 3 clusters Score -2882662 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2883221.000000 Penalty: 3273.237061
	Iteration 12Q: 3 clusters Score -2883221 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2883583.000000 Penalty: 3273.237061
	Iteration 13Q: 3 clusters Score -2883583 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2883783.000000 Penalty: 3273.237061
	Iteration 14Q: 3 clusters Score -2883783 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2883976.000000 Penalty: 3273.237061
	Iteration 15Q: 3 clusters Score -2883976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2884135.500000 Penalty: 3273.237061
	Iteration 16Q: 3 clusters Score -2884136 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2884282.500000 Penalty: 3273.237061
	Iteration 17Q: 3 clusters Score -2884282 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2884428.250000 Penalty: 3273.237061
	Iteration 18Q: 3 clusters Score -2884428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2884576.000000 Penalty: 3273.237061
	Iteration 19Q: 3 clusters Score -2884576 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2884682.000000 Penalty: 3273.237061
	Iteration 20F: 3 clusters Score -2884682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2884790.500000 Penalty: 3273.237061
	Iteration 21Q: 3 clusters Score -2884790 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2884896.750000 Penalty: 3273.237061
	Iteration 22Q: 3 clusters Score -2884897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2885012.750000 Penalty: 3273.237061
	Iteration 23Q: 3 clusters Score -2885013 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2885132.250000 Penalty: 3273.237061
	Iteration 24Q: 3 clusters Score -2885132 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2885267.250000 Penalty: 3273.237061
	Iteration 25Q: 3 clusters Score -2885267 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2885376.500000 Penalty: 3273.237061
	Iteration 26Q: 3 clusters Score -2885376 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2885450.000000 Penalty: 3273.237061
	Iteration 27Q: 3 clusters Score -2885450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2885490.000000 Penalty: 3273.237061
	Iteration 28Q: 3 clusters Score -2885490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2885544.500000 Penalty: 3273.237061
	Iteration 29Q: 3 clusters Score -2885544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2885559.250000 Penalty: 3273.237061
	Iteration 30Q: 3 clusters Score -2885559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2885576.500000 Penalty: 3273.237061
	Iteration 31Q: 3 clusters Score -2885576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2885587.250000 Penalty: 3273.237061
	Iteration 32Q: 3 clusters Score -2885587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2885589.750000 Penalty: 3273.237061
	Iteration 33Q: 3 clusters Score -2885590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2885607.500000 Penalty: 3273.237061
	Iteration 34Q: 3 clusters Score -2885608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2885610.000000 Penalty: 3273.237061
	Iteration 35Q: 3 clusters Score -2885610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2885618.500000 Penalty: 3273.237061
	Iteration 36Q: 3 clusters Score -2885618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2885621.000000 Penalty: 3273.237061
	Iteration 37Q: 3 clusters Score -2885621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2885624.750000 Penalty: 3273.237061
	Iteration 38Q: 3 clusters Score -2885625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2885624.750000 Penalty: 3273.237061
	Iteration 39Q: 3 clusters Score -2885625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2885628.250000 Penalty: 3273.237061
	Iteration 40F: 3 clusters Score -2885628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2885629.000000 Penalty: 3273.237061
	Iteration 41Q: 3 clusters Score -2885629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2885629.000000 Penalty: 3273.237061
	Iteration 42Q: 3 clusters Score -2885629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2885630.250000 Penalty: 3273.237061
	Iteration 43Q: 3 clusters Score -2885630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2885630.000000 Penalty: 3273.237061
	Iteration 44Q: 3 clusters Score -2885630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2885627.500000 Penalty: 3273.237061
	Iteration 45Q: 3 clusters Score -2885628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2885625.000000 Penalty: 3273.237061
	Iteration 46Q: 3 clusters Score -2885625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2885628.250000 Penalty: 3273.237061
	Iteration 47Q: 3 clusters Score -2885628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2885631.250000 Penalty: 3273.237061
	Iteration 48Q: 3 clusters Score -2885631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2885630.000000 Penalty: 3273.237061
	Iteration 49Q: 3 clusters Score -2885630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2885631.000000 Penalty: 3273.237061
	Iteration 50Q: 3 clusters Score -2885631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2885631.250000 Penalty: 3273.237061
	Iteration 51Q: 3 clusters Score -2885631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2885629.500000 Penalty: 3273.237061
	Iteration 52Q: 3 clusters Score -2885630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2885629.500000 Penalty: 3273.237061
	Iteration 53Q: 3 clusters Score -2885630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2885629.750000 Penalty: 3273.237061
	Iteration 54Q: 3 clusters Score -2885630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2885633.000000 Penalty: 3273.237061
	Iteration 55Q: 3 clusters Score -2885633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2885635.250000 Penalty: 3273.237061
	Iteration 56Q: 3 clusters Score -2885635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2885637.250000 Penalty: 3273.237061
	Iteration 57Q: 3 clusters Score -2885637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2885641.250000 Penalty: 3273.237061
	Iteration 58Q: 3 clusters Score -2885641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2885641.250000 Penalty: 3273.237061
	Iteration 59Q: 3 clusters Score -2885641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2885644.250000 Penalty: 3273.237061
	Iteration 60F: 3 clusters Score -2885644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2885641.500000 Penalty: 3273.237061
	Iteration 61Q: 3 clusters Score -2885642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2885646.750000 Penalty: 3273.237061
	Iteration 62Q: 3 clusters Score -2885647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2885643.500000 Penalty: 3273.237061
	Iteration 63Q: 3 clusters Score -2885644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2885643.000000 Penalty: 3273.237061
	Iteration 64Q: 3 clusters Score -2885643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2885643.000000 Penalty: 3273.237061
	Iteration 65F: 3 clusters Score -2885643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -657484.187500 Penalty: 1393.451294
	Iteration 0F: 2 clusters Score -657484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -653299.312500 Penalty: 2786.902588
	Iteration 0F: 3 clusters Score -653299.3 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -654431.875000 Penalty: 2786.902588
	Iteration 1F: 3 clusters Score -654431.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -654612.687500 Penalty: 2786.902588
	Iteration 2F: 3 clusters Score -654612.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -654753.500000 Penalty: 2786.902588
	Iteration 3F: 3 clusters Score -654753.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -654864.125000 Penalty: 2786.902588
	Iteration 4Q: 3 clusters Score -654864.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -654968.312500 Penalty: 2786.902588
	Iteration 5Q: 3 clusters Score -654968.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -655058.687500 Penalty: 2786.902588
	Iteration 6Q: 3 clusters Score -655058.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -655157.437500 Penalty: 2786.902588
	Iteration 7Q: 3 clusters Score -655157.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -655282.062500 Penalty: 2786.902588
	Iteration 8Q: 3 clusters Score -655282.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -655408.500000 Penalty: 2786.902588
	Iteration 9Q: 3 clusters Score -655408.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -655538.812500 Penalty: 2786.902588
	Iteration 10Q: 3 clusters Score -655538.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -655663.437500 Penalty: 2786.902588
	Iteration 11Q: 3 clusters Score -655663.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -655764.687500 Penalty: 2786.902588
	Iteration 12Q: 3 clusters Score -655764.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -655859.250000 Penalty: 2786.902588
	Iteration 13Q: 3 clusters Score -655859.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -655926.125000 Penalty: 2786.902588
	Iteration 14Q: 3 clusters Score -655926.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -655996.812500 Penalty: 2786.902588
	Iteration 15Q: 3 clusters Score -655996.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -656063.500000 Penalty: 2786.902588
	Iteration 16Q: 3 clusters Score -656063.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -656132.500000 Penalty: 2786.902588
	Iteration 17Q: 3 clusters Score -656132.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -656186.875000 Penalty: 2786.902588
	Iteration 18Q: 3 clusters Score -656186.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -656227.375000 Penalty: 2786.902588
	Iteration 19Q: 3 clusters Score -656227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -656253.250000 Penalty: 2786.902588
	Iteration 20F: 3 clusters Score -656253.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -656273.000000 Penalty: 2786.902588
	Iteration 21Q: 3 clusters Score -656273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -656291.437500 Penalty: 2786.902588
	Iteration 22Q: 3 clusters Score -656291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -656299.312500 Penalty: 2786.902588
	Iteration 23Q: 3 clusters Score -656299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -656308.000000 Penalty: 2786.902588
	Iteration 24Q: 3 clusters Score -656308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -656311.812500 Penalty: 2786.902588
	Iteration 25Q: 3 clusters Score -656311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -656315.875000 Penalty: 2786.902588
	Iteration 26Q: 3 clusters Score -656315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -656317.687500 Penalty: 2786.902588
	Iteration 27Q: 3 clusters Score -656317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -656320.187500 Penalty: 2786.902588
	Iteration 28Q: 3 clusters Score -656320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -656320.187500 Penalty: 2786.902588
	Iteration 29F: 3 clusters Score -656320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43968.257812 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -43968.26 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 163 members 
Entering Unmasked Estep 
Score: -43055.632812 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -43055.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43173.718750 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -43173.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43200.875000 Penalty: 1862.282349
	Iteration 2Q: 3 clusters Score -43200.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43210.261719 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -43210.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43211.226562 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -43211.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43213.984375 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -43213.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43213.984375 Penalty: 1862.282349
	Iteration 6F: 3 clusters Score -43213.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -320894.937500 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -320894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -318295.875000 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -318295.9 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -318956.625000 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -318956.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -319140.343750 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -319140.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -319259.625000 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -319259.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -319325.687500 Penalty: 2584.485596
	Iteration 4Q: 3 clusters Score -319325.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -319373.906250 Penalty: 2584.485596
	Iteration 5Q: 3 clusters Score -319373.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -319413.125000 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -319413.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -319445.062500 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -319445.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -319474.937500 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -319474.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -319497.312500 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -319497.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -319512.031250 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -319512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -319528.406250 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -319528.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -319538.718750 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -319538.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -319552.218750 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -319552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -319565.656250 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -319565.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -319575.593750 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -319575.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -319583.312500 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -319583.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -319589.281250 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -319589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -319593.093750 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -319593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -319598.187500 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -319598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -319602.468750 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -319602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -319609.218750 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -319609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319614.093750 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -319614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319618.437500 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -319618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -319619.593750 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -319619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -319621.593750 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -319621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -319626.375000 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -319626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -319628.906250 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -319628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -319630.843750 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -319630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -319630.843750 Penalty: 2584.485596
	Iteration 29F: 3 clusters Score -319630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -397339.593750 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -397339.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -394362.687500 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -394362.7 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -395087.250000 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -395087.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -395273.812500 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -395273.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -395392.562500 Penalty: 2640.733887
	Iteration 3Q: 3 clusters Score -395392.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -395508.312500 Penalty: 2640.733887
	Iteration 4Q: 3 clusters Score -395508.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -395605.343750 Penalty: 2640.733887
	Iteration 5Q: 3 clusters Score -395605.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -395713.156250 Penalty: 2640.733887
	Iteration 6Q: 3 clusters Score -395713.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -395813.250000 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -395813.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -395896.343750 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -395896.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -395990.312500 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -395990.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -396073.281250 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -396073.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -396130.437500 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -396130.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -396179.968750 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -396180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396220.218750 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -396220.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -396257.375000 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -396257.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -396281.968750 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -396282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396309.718750 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -396309.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -396335.031250 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -396335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -396356.406250 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -396356.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -396377.093750 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -396377.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -396400.687500 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -396400.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -396418.000000 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -396418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -396431.625000 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -396431.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396439.437500 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -396439.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -396449.593750 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -396449.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -396458.062500 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -396458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -396467.468750 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -396467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -396473.656250 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -396473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -396479.906250 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -396479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -396482.875000 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -396482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -396487.062500 Penalty: 2640.733887
	Iteration 30Q: 3 clusters Score -396487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -396489.156250 Penalty: 2640.733887
	Iteration 31Q: 3 clusters Score -396489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -396488.875000 Penalty: 2640.733887
	Iteration 32Q: 3 clusters Score -396488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -396489.375000 Penalty: 2640.733887
	Iteration 33Q: 3 clusters Score -396489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396490.437500 Penalty: 2640.733887
	Iteration 34Q: 3 clusters Score -396490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396490.687500 Penalty: 2640.733887
	Iteration 35Q: 3 clusters Score -396490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -396491.343750 Penalty: 2640.733887
	Iteration 36Q: 3 clusters Score -396491.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396491.625000 Penalty: 2640.733887
	Iteration 37Q: 3 clusters Score -396491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -396492.968750 Penalty: 2640.733887
	Iteration 38Q: 3 clusters Score -396493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -396492.562500 Penalty: 2640.733887
	Iteration 39Q: 3 clusters Score -396492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -396493.281250 Penalty: 2640.733887
	Iteration 40F: 3 clusters Score -396493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -396494.093750 Penalty: 2640.733887
	Iteration 41Q: 3 clusters Score -396494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396495.406250 Penalty: 2640.733887
	Iteration 42Q: 3 clusters Score -396495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396496.562500 Penalty: 2640.733887
	Iteration 43Q: 3 clusters Score -396496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -396499.781250 Penalty: 2640.733887
	Iteration 44Q: 3 clusters Score -396499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396499.718750 Penalty: 2640.733887
	Iteration 45Q: 3 clusters Score -396499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396499.718750 Penalty: 2640.733887
	Iteration 46F: 3 clusters Score -396499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Entering Unmasked Estep 
Score: -1668869.125000 Penalty: 1542.274780
	Iteration 0F: 2 clusters Score -1668869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1658838.875000 Penalty: 3084.549561
	Iteration 0F: 3 clusters Score -1658839 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1661947.000000 Penalty: 3084.549561
	Iteration 1F: 3 clusters Score -1661947 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1662274.500000 Penalty: 3084.549561
	Iteration 2F: 3 clusters Score -1662274 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1662563.125000 Penalty: 3084.549561
	Iteration 3Q: 3 clusters Score -1662563 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1662834.500000 Penalty: 3084.549561
	Iteration 4Q: 3 clusters Score -1662834 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1663093.250000 Penalty: 3084.549561
	Iteration 5Q: 3 clusters Score -1663093 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1663395.250000 Penalty: 3084.549561
	Iteration 6Q: 3 clusters Score -1663395 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1663708.500000 Penalty: 3084.549561
	Iteration 7Q: 3 clusters Score -1663708 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1664098.000000 Penalty: 3084.549561
	Iteration 8Q: 3 clusters Score -1664098 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1664577.750000 Penalty: 3084.549561
	Iteration 9Q: 3 clusters Score -1664578 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1665137.750000 Penalty: 3084.549561
	Iteration 10F: 3 clusters Score -1665138 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1665668.375000 Penalty: 3084.549561
	Iteration 11F: 3 clusters Score -1665668 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1666138.375000 Penalty: 3084.549561
	Iteration 12Q: 3 clusters Score -1666138 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1666563.125000 Penalty: 3084.549561
	Iteration 13Q: 3 clusters Score -1666563 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1666855.875000 Penalty: 3084.549561
	Iteration 14Q: 3 clusters Score -1666856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1667054.375000 Penalty: 3084.549561
	Iteration 15Q: 3 clusters Score -1667054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1667187.375000 Penalty: 3084.549561
	Iteration 16Q: 3 clusters Score -1667187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1667292.875000 Penalty: 3084.549561
	Iteration 17Q: 3 clusters Score -1667293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1667362.125000 Penalty: 3084.549561
	Iteration 18Q: 3 clusters Score -1667362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1667409.375000 Penalty: 3084.549561
	Iteration 19Q: 3 clusters Score -1667409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1667445.000000 Penalty: 3084.549561
	Iteration 20F: 3 clusters Score -1667445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1667461.750000 Penalty: 3084.549561
	Iteration 21Q: 3 clusters Score -1667462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1667476.625000 Penalty: 3084.549561
	Iteration 22Q: 3 clusters Score -1667477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1667481.375000 Penalty: 3084.549561
	Iteration 23Q: 3 clusters Score -1667481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1667490.625000 Penalty: 3084.549561
	Iteration 24Q: 3 clusters Score -1667491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1667496.875000 Penalty: 3084.549561
	Iteration 25Q: 3 clusters Score -1667497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1667503.000000 Penalty: 3084.549561
	Iteration 26Q: 3 clusters Score -1667503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1667505.625000 Penalty: 3084.549561
	Iteration 27Q: 3 clusters Score -1667506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1667507.500000 Penalty: 3084.549561
	Iteration 28Q: 3 clusters Score -1667508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1667512.625000 Penalty: 3084.549561
	Iteration 29Q: 3 clusters Score -1667513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1667513.250000 Penalty: 3084.549561
	Iteration 30Q: 3 clusters Score -1667513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1667515.750000 Penalty: 3084.549561
	Iteration 31Q: 3 clusters Score -1667516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1667522.250000 Penalty: 3084.549561
	Iteration 32Q: 3 clusters Score -1667522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1667525.750000 Penalty: 3084.549561
	Iteration 33Q: 3 clusters Score -1667526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1667529.125000 Penalty: 3084.549561
	Iteration 34Q: 3 clusters Score -1667529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1667528.000000 Penalty: 3084.549561
	Iteration 35Q: 3 clusters Score -1667528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1667528.000000 Penalty: 3084.549561
	Iteration 36F: 3 clusters Score -1667528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1224055.375000 Penalty: 1504.236938
	Iteration 0F: 2 clusters Score -1224055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1216470.750000 Penalty: 3008.473877
	Iteration 0F: 3 clusters Score -1216471 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1218978.375000 Penalty: 3008.473877
	Iteration 1F: 3 clusters Score -1218978 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1219279.000000 Penalty: 3008.473877
	Iteration 2F: 3 clusters Score -1219279 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1219599.250000 Penalty: 3008.473877
	Iteration 3F: 3 clusters Score -1219599 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1219977.250000 Penalty: 3008.473877
	Iteration 4F: 3 clusters Score -1219977 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1220487.375000 Penalty: 3008.473877
	Iteration 5F: 3 clusters Score -1220487 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1221126.125000 Penalty: 3008.473877
	Iteration 6F: 3 clusters Score -1221126 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1221738.250000 Penalty: 3008.473877
	Iteration 7F: 3 clusters Score -1221738 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1222189.375000 Penalty: 3008.473877
	Iteration 8Q: 3 clusters Score -1222189 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1222474.875000 Penalty: 3008.473877
	Iteration 9Q: 3 clusters Score -1222475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1222611.500000 Penalty: 3008.473877
	Iteration 10Q: 3 clusters Score -1222612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1222656.500000 Penalty: 3008.473877
	Iteration 11Q: 3 clusters Score -1222656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1222683.000000 Penalty: 3008.473877
	Iteration 12Q: 3 clusters Score -1222683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1222695.375000 Penalty: 3008.473877
	Iteration 13Q: 3 clusters Score -1222695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1222710.750000 Penalty: 3008.473877
	Iteration 14Q: 3 clusters Score -1222711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1222725.500000 Penalty: 3008.473877
	Iteration 15Q: 3 clusters Score -1222726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1222734.500000 Penalty: 3008.473877
	Iteration 16Q: 3 clusters Score -1222734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1222740.375000 Penalty: 3008.473877
	Iteration 17Q: 3 clusters Score -1222740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1222746.500000 Penalty: 3008.473877
	Iteration 18Q: 3 clusters Score -1222746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1222746.500000 Penalty: 3008.473877
	Iteration 19F: 3 clusters Score -1222746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -1368744.000000 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -1368744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1360777.750000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -1360778 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1363337.375000 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -1363337 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1363575.750000 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -1363576 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1363789.750000 Penalty: 3035.145508
	Iteration 3Q: 3 clusters Score -1363790 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1364008.750000 Penalty: 3035.145508
	Iteration 4Q: 3 clusters Score -1364009 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1364289.250000 Penalty: 3035.145508
	Iteration 5Q: 3 clusters Score -1364289 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1364677.125000 Penalty: 3035.145508
	Iteration 6F: 3 clusters Score -1364677 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1365186.125000 Penalty: 3035.145508
	Iteration 7F: 3 clusters Score -1365186 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1365773.875000 Penalty: 3035.145508
	Iteration 8F: 3 clusters Score -1365774 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1366337.125000 Penalty: 3035.145508
	Iteration 9F: 3 clusters Score -1366337 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1366749.875000 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -1366750 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1367033.500000 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -1367034 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1367233.875000 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -1367234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1367346.875000 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -1367347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1367422.375000 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -1367422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1367458.875000 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -1367459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1367481.125000 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -1367481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1367500.750000 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -1367501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1367508.500000 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -1367508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1367514.875000 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -1367515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1367519.000000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -1367519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1367520.750000 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -1367521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1367527.625000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -1367528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1367528.500000 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -1367528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1367530.625000 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -1367531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1367530.625000 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -1367531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1367530.625000 Penalty: 3035.145508
	Iteration 26F: 3 clusters Score -1367531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -45824.457031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -45824.46 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 212 members 
Entering Unmasked Estep 
Score: -44879.171875 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -44879.17 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45084.988281 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -45084.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45153.441406 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -45153.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45187.187500 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -45187.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45205.777344 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -45205.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45223.378906 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -45223.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45244.718750 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -45244.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45257.019531 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -45257.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45272.992188 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -45272.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45281.750000 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -45281.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45284.125000 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -45284.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45286.714844 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -45286.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45289.031250 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -45289.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -45289.031250 Penalty: 1986.226929
	Iteration 13F: 3 clusters Score -45289.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -16388.359375 Penalty: 760.846313
	Iteration 0F: 2 clusters Score -16388.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15785.121094 Penalty: 1521.692627
	Iteration 0F: 3 clusters Score -15785.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15802.073242 Penalty: 1521.692627
	Iteration 1Q: 3 clusters Score -15802.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15804.441406 Penalty: 1521.692627
	Iteration 2Q: 3 clusters Score -15804.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15804.441406 Penalty: 1521.692627
	Iteration 3F: 3 clusters Score -15804.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -791830.875000 Penalty: 1423.573608
	Iteration 0F: 2 clusters Score -791830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -787003.937500 Penalty: 2847.147217
	Iteration 0F: 3 clusters Score -787003.9 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -788488.062500 Penalty: 2847.147217
	Iteration 1F: 3 clusters Score -788488.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -788687.125000 Penalty: 2847.147217
	Iteration 2F: 3 clusters Score -788687.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -788818.062500 Penalty: 2847.147217
	Iteration 3Q: 3 clusters Score -788818.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -788955.812500 Penalty: 2847.147217
	Iteration 4Q: 3 clusters Score -788955.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -789074.812500 Penalty: 2847.147217
	Iteration 5Q: 3 clusters Score -789074.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -789188.437500 Penalty: 2847.147217
	Iteration 6Q: 3 clusters Score -789188.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -789311.000000 Penalty: 2847.147217
	Iteration 7Q: 3 clusters Score -789311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -789433.625000 Penalty: 2847.147217
	Iteration 8Q: 3 clusters Score -789433.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -789544.312500 Penalty: 2847.147217
	Iteration 9Q: 3 clusters Score -789544.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -789653.875000 Penalty: 2847.147217
	Iteration 10Q: 3 clusters Score -789653.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -789759.000000 Penalty: 2847.147217
	Iteration 11Q: 3 clusters Score -789759 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -789844.375000 Penalty: 2847.147217
	Iteration 12Q: 3 clusters Score -789844.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -789908.750000 Penalty: 2847.147217
	Iteration 13Q: 3 clusters Score -789908.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -789953.562500 Penalty: 2847.147217
	Iteration 14Q: 3 clusters Score -789953.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -789992.625000 Penalty: 2847.147217
	Iteration 15Q: 3 clusters Score -789992.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -790018.750000 Penalty: 2847.147217
	Iteration 16Q: 3 clusters Score -790018.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -790040.750000 Penalty: 2847.147217
	Iteration 17Q: 3 clusters Score -790040.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -790061.187500 Penalty: 2847.147217
	Iteration 18Q: 3 clusters Score -790061.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -790078.875000 Penalty: 2847.147217
	Iteration 19Q: 3 clusters Score -790078.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -790093.062500 Penalty: 2847.147217
	Iteration 20F: 3 clusters Score -790093.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -790103.187500 Penalty: 2847.147217
	Iteration 21Q: 3 clusters Score -790103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -790112.875000 Penalty: 2847.147217
	Iteration 22Q: 3 clusters Score -790112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -790119.125000 Penalty: 2847.147217
	Iteration 23Q: 3 clusters Score -790119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -790126.312500 Penalty: 2847.147217
	Iteration 24Q: 3 clusters Score -790126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -790130.687500 Penalty: 2847.147217
	Iteration 25Q: 3 clusters Score -790130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -790135.812500 Penalty: 2847.147217
	Iteration 26Q: 3 clusters Score -790135.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -790137.312500 Penalty: 2847.147217
	Iteration 27Q: 3 clusters Score -790137.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -790140.937500 Penalty: 2847.147217
	Iteration 28Q: 3 clusters Score -790140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -790142.625000 Penalty: 2847.147217
	Iteration 29Q: 3 clusters Score -790142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -790145.625000 Penalty: 2847.147217
	Iteration 30Q: 3 clusters Score -790145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -790144.562500 Penalty: 2847.147217
	Iteration 31Q: 3 clusters Score -790144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -790146.125000 Penalty: 2847.147217
	Iteration 32Q: 3 clusters Score -790146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -790148.250000 Penalty: 2847.147217
	Iteration 33Q: 3 clusters Score -790148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -790147.750000 Penalty: 2847.147217
	Iteration 34Q: 3 clusters Score -790147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -790149.625000 Penalty: 2847.147217
	Iteration 35Q: 3 clusters Score -790149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -790149.062500 Penalty: 2847.147217
	Iteration 36Q: 3 clusters Score -790149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -790149.437500 Penalty: 2847.147217
	Iteration 37Q: 3 clusters Score -790149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -790149.187500 Penalty: 2847.147217
	Iteration 38Q: 3 clusters Score -790149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -790149.187500 Penalty: 2847.147217
	Iteration 39F: 3 clusters Score -790149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Entering Unmasked Estep 
Score: -17180938.000000 Penalty: 1927.611206
	Iteration 0F: 2 clusters Score -1.718094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -17090988.000000 Penalty: 3855.222412
	Iteration 0F: 3 clusters Score -1.709099e+07 nChanged 68634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -17131568.000000 Penalty: 3855.222412
	Iteration 1F: 3 clusters Score -1.713157e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -17133068.000000 Penalty: 3855.222412
	Iteration 2Q: 3 clusters Score -1.713307e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -17136148.000000 Penalty: 3855.222412
	Iteration 3Q: 3 clusters Score -1.713615e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -17141312.000000 Penalty: 3855.222412
	Iteration 4F: 3 clusters Score -1.714131e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -17149796.000000 Penalty: 3855.222412
	Iteration 5F: 3 clusters Score -1.71498e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -17160340.000000 Penalty: 3855.222412
	Iteration 6F: 3 clusters Score -1.716034e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -17169316.000000 Penalty: 3855.222412
	Iteration 7F: 3 clusters Score -1.716932e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 136371 members 
Entering Unmasked Estep 
Score: -17174862.000000 Penalty: 3855.222412
	Iteration 8Q: 3 clusters Score -1.717486e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -17177340.000000 Penalty: 3855.222412
	Iteration 9Q: 3 clusters Score -1.717734e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -17178348.000000 Penalty: 3855.222412
	Iteration 10Q: 3 clusters Score -1.717835e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 141087 members 
Entering Unmasked Estep 
Score: -17178756.000000 Penalty: 3855.222412
	Iteration 11Q: 3 clusters Score -1.717876e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -17178964.000000 Penalty: 3855.222412
	Iteration 12Q: 3 clusters Score -1.717896e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 141401 members 
Entering Unmasked Estep 
Score: -17179056.000000 Penalty: 3855.222412
	Iteration 13Q: 3 clusters Score -1.717906e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -17179100.000000 Penalty: 3855.222412
	Iteration 14Q: 3 clusters Score -1.71791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -17179160.000000 Penalty: 3855.222412
	Iteration 15Q: 3 clusters Score -1.717916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -17179186.000000 Penalty: 3855.222412
	Iteration 16Q: 3 clusters Score -1.717919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -17179208.000000 Penalty: 3855.222412
	Iteration 17Q: 3 clusters Score -1.717921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -17179238.000000 Penalty: 3855.222412
	Iteration 18Q: 3 clusters Score -1.717924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -17179254.000000 Penalty: 3855.222412
	Iteration 19Q: 3 clusters Score -1.717925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -17179270.000000 Penalty: 3855.222412
	Iteration 20F: 3 clusters Score -1.717927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -17179270.000000 Penalty: 3855.222412
	Iteration 21Q: 3 clusters Score -1.717927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -17179270.000000 Penalty: 3855.222412
	Iteration 22Q: 3 clusters Score -1.717927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -17179284.000000 Penalty: 3855.222412
	Iteration 23Q: 3 clusters Score -1.717928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -17179278.000000 Penalty: 3855.222412
	Iteration 24Q: 3 clusters Score -1.717928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -17179278.000000 Penalty: 3855.222412
	Iteration 25F: 3 clusters Score -1.717928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -128375.992188 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -128376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126853.140625 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -126853.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127125.484375 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -127125.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127219.640625 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -127219.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127282.718750 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -127282.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -127307.046875 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -127307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127322.414062 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -127322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127330.195312 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -127330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127338.406250 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -127338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127343.281250 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -127343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127350.250000 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -127350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127355.843750 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -127355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127363.515625 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -127363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127365.500000 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -127365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127367.703125 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -127367.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127373.773438 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -127373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127381.281250 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -127381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127386.070312 Penalty: 2279.814697
	Iteration 16Q: 3 clusters Score -127386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127391.375000 Penalty: 2279.814697
	Iteration 17Q: 3 clusters Score -127391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127396.750000 Penalty: 2279.814697
	Iteration 18Q: 3 clusters Score -127396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127403.062500 Penalty: 2279.814697
	Iteration 19Q: 3 clusters Score -127403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127404.726562 Penalty: 2279.814697
	Iteration 20F: 3 clusters Score -127404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127407.375000 Penalty: 2279.814697
	Iteration 21Q: 3 clusters Score -127407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127415.015625 Penalty: 2279.814697
	Iteration 22Q: 3 clusters Score -127415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127420.242188 Penalty: 2279.814697
	Iteration 23Q: 3 clusters Score -127420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127430.773438 Penalty: 2279.814697
	Iteration 24Q: 3 clusters Score -127430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127437.695312 Penalty: 2279.814697
	Iteration 25Q: 3 clusters Score -127437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127441.109375 Penalty: 2279.814697
	Iteration 26Q: 3 clusters Score -127441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127448.960938 Penalty: 2279.814697
	Iteration 27Q: 3 clusters Score -127449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127457.242188 Penalty: 2279.814697
	Iteration 28Q: 3 clusters Score -127457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127470.460938 Penalty: 2279.814697
	Iteration 29Q: 3 clusters Score -127470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127476.078125 Penalty: 2279.814697
	Iteration 30Q: 3 clusters Score -127476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127481.695312 Penalty: 2279.814697
	Iteration 31Q: 3 clusters Score -127481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127482.937500 Penalty: 2279.814697
	Iteration 32Q: 3 clusters Score -127482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127483.664062 Penalty: 2279.814697
	Iteration 33Q: 3 clusters Score -127483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127485.171875 Penalty: 2279.814697
	Iteration 34Q: 3 clusters Score -127485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127485.476562 Penalty: 2279.814697
	Iteration 35Q: 3 clusters Score -127485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127485.476562 Penalty: 2279.814697
	Iteration 36F: 3 clusters Score -127485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -823402.875000 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -823402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -818339.875000 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -818339.9 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -819865.875000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -819865.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -820149.437500 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -820149.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -820425.562500 Penalty: 2862.477051
	Iteration 3F: 3 clusters Score -820425.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -820659.812500 Penalty: 2862.477051
	Iteration 4F: 3 clusters Score -820659.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -820932.250000 Penalty: 2862.477051
	Iteration 5F: 3 clusters Score -820932.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -821223.125000 Penalty: 2862.477051
	Iteration 6F: 3 clusters Score -821223.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -821525.937500 Penalty: 2862.477051
	Iteration 7F: 3 clusters Score -821525.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -821737.125000 Penalty: 2862.477051
	Iteration 8Q: 3 clusters Score -821737.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -821872.375000 Penalty: 2862.477051
	Iteration 9Q: 3 clusters Score -821872.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -821966.812500 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -821966.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -822029.750000 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -822029.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -822062.625000 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -822062.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -822088.937500 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -822088.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -822101.937500 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -822101.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -822116.250000 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -822116.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -822123.000000 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -822123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -822130.937500 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -822130.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -822138.625000 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -822138.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -822144.937500 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -822144.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -822150.750000 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -822150.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -822154.625000 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -822154.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -822158.000000 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -822158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -822158.687500 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -822158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -822160.000000 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -822160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -822160.187500 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -822160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -822161.687500 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -822161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -822162.187500 Penalty: 2862.477051
	Iteration 27Q: 3 clusters Score -822162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -822161.937500 Penalty: 2862.477051
	Iteration 28Q: 3 clusters Score -822161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -822163.312500 Penalty: 2862.477051
	Iteration 29Q: 3 clusters Score -822163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -822163.312500 Penalty: 2862.477051
	Iteration 30Q: 3 clusters Score -822163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -822163.250000 Penalty: 2862.477051
	Iteration 31Q: 3 clusters Score -822163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -822163.250000 Penalty: 2862.477051
	Iteration 32F: 3 clusters Score -822163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -902363.687500 Penalty: 1450.753296
	Iteration 0F: 2 clusters Score -902363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -896724.812500 Penalty: 2901.506592
	Iteration 0F: 3 clusters Score -896724.8 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -898463.500000 Penalty: 2901.506592
	Iteration 1F: 3 clusters Score -898463.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -898807.125000 Penalty: 2901.506592
	Iteration 2F: 3 clusters Score -898807.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -899082.312500 Penalty: 2901.506592
	Iteration 3F: 3 clusters Score -899082.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -899288.625000 Penalty: 2901.506592
	Iteration 4F: 3 clusters Score -899288.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -899477.187500 Penalty: 2901.506592
	Iteration 5Q: 3 clusters Score -899477.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -899656.750000 Penalty: 2901.506592
	Iteration 6Q: 3 clusters Score -899656.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -899824.500000 Penalty: 2901.506592
	Iteration 7Q: 3 clusters Score -899824.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -899977.125000 Penalty: 2901.506592
	Iteration 8Q: 3 clusters Score -899977.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -900077.187500 Penalty: 2901.506592
	Iteration 9Q: 3 clusters Score -900077.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -900166.562500 Penalty: 2901.506592
	Iteration 10Q: 3 clusters Score -900166.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -900260.937500 Penalty: 2901.506592
	Iteration 11Q: 3 clusters Score -900260.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -900346.125000 Penalty: 2901.506592
	Iteration 12Q: 3 clusters Score -900346.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -900431.187500 Penalty: 2901.506592
	Iteration 13Q: 3 clusters Score -900431.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -900503.750000 Penalty: 2901.506592
	Iteration 14Q: 3 clusters Score -900503.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -900556.625000 Penalty: 2901.506592
	Iteration 15Q: 3 clusters Score -900556.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -900592.937500 Penalty: 2901.506592
	Iteration 16Q: 3 clusters Score -900592.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -900622.187500 Penalty: 2901.506592
	Iteration 17Q: 3 clusters Score -900622.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -900647.812500 Penalty: 2901.506592
	Iteration 18Q: 3 clusters Score -900647.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -900671.812500 Penalty: 2901.506592
	Iteration 19Q: 3 clusters Score -900671.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -900691.500000 Penalty: 2901.506592
	Iteration 20F: 3 clusters Score -900691.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -900713.687500 Penalty: 2901.506592
	Iteration 21Q: 3 clusters Score -900713.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -900727.250000 Penalty: 2901.506592
	Iteration 22Q: 3 clusters Score -900727.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -900743.437500 Penalty: 2901.506592
	Iteration 23Q: 3 clusters Score -900743.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -900758.187500 Penalty: 2901.506592
	Iteration 24Q: 3 clusters Score -900758.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -900767.000000 Penalty: 2901.506592
	Iteration 25Q: 3 clusters Score -900767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -900771.437500 Penalty: 2901.506592
	Iteration 26Q: 3 clusters Score -900771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -900777.375000 Penalty: 2901.506592
	Iteration 27Q: 3 clusters Score -900777.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -900784.562500 Penalty: 2901.506592
	Iteration 28Q: 3 clusters Score -900784.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -900789.562500 Penalty: 2901.506592
	Iteration 29Q: 3 clusters Score -900789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -900798.000000 Penalty: 2901.506592
	Iteration 30Q: 3 clusters Score -900798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -900801.812500 Penalty: 2901.506592
	Iteration 31Q: 3 clusters Score -900801.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -900810.187500 Penalty: 2901.506592
	Iteration 32Q: 3 clusters Score -900810.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -900814.500000 Penalty: 2901.506592
	Iteration 33Q: 3 clusters Score -900814.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -900821.250000 Penalty: 2901.506592
	Iteration 34Q: 3 clusters Score -900821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -900830.062500 Penalty: 2901.506592
	Iteration 35Q: 3 clusters Score -900830.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -900836.437500 Penalty: 2901.506592
	Iteration 36Q: 3 clusters Score -900836.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -900839.437500 Penalty: 2901.506592
	Iteration 37Q: 3 clusters Score -900839.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -900845.562500 Penalty: 2901.506592
	Iteration 38Q: 3 clusters Score -900845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -900848.812500 Penalty: 2901.506592
	Iteration 39Q: 3 clusters Score -900848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -900851.750000 Penalty: 2901.506592
	Iteration 40F: 3 clusters Score -900851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -900852.625000 Penalty: 2901.506592
	Iteration 41Q: 3 clusters Score -900852.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -900857.312500 Penalty: 2901.506592
	Iteration 42Q: 3 clusters Score -900857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -900861.625000 Penalty: 2901.506592
	Iteration 43Q: 3 clusters Score -900861.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -900864.875000 Penalty: 2901.506592
	Iteration 44Q: 3 clusters Score -900864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -900865.375000 Penalty: 2901.506592
	Iteration 45Q: 3 clusters Score -900865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -900867.687500 Penalty: 2901.506592
	Iteration 46Q: 3 clusters Score -900867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -900869.250000 Penalty: 2901.506592
	Iteration 47Q: 3 clusters Score -900869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -900874.062500 Penalty: 2901.506592
	Iteration 48Q: 3 clusters Score -900874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -900872.937500 Penalty: 2901.506592
	Iteration 49Q: 3 clusters Score -900872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -900872.437500 Penalty: 2901.506592
	Iteration 50Q: 3 clusters Score -900872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -900875.812500 Penalty: 2901.506592
	Iteration 51Q: 3 clusters Score -900875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -900878.500000 Penalty: 2901.506592
	Iteration 52Q: 3 clusters Score -900878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -900880.812500 Penalty: 2901.506592
	Iteration 53Q: 3 clusters Score -900880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -900883.312500 Penalty: 2901.506592
	Iteration 54Q: 3 clusters Score -900883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -900882.125000 Penalty: 2901.506592
	Iteration 55Q: 3 clusters Score -900882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -900885.937500 Penalty: 2901.506592
	Iteration 56Q: 3 clusters Score -900885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -900889.250000 Penalty: 2901.506592
	Iteration 57Q: 3 clusters Score -900889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -900887.750000 Penalty: 2901.506592
	Iteration 58Q: 3 clusters Score -900887.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -900890.375000 Penalty: 2901.506592
	Iteration 59Q: 3 clusters Score -900890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -900891.937500 Penalty: 2901.506592
	Iteration 60F: 3 clusters Score -900891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -900892.375000 Penalty: 2901.506592
	Iteration 61Q: 3 clusters Score -900892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -900891.812500 Penalty: 2901.506592
	Iteration 62Q: 3 clusters Score -900891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -900892.437500 Penalty: 2901.506592
	Iteration 63Q: 3 clusters Score -900892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -900892.437500 Penalty: 2901.506592
	Iteration 64F: 3 clusters Score -900892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -1403139.125000 Penalty: 1517.629883
	Iteration 0F: 2 clusters Score -1403139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1395017.500000 Penalty: 3035.259766
	Iteration 0F: 3 clusters Score -1395018 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1397867.625000 Penalty: 3035.259766
	Iteration 1F: 3 clusters Score -1397868 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1398214.250000 Penalty: 3035.259766
	Iteration 2F: 3 clusters Score -1398214 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1398494.625000 Penalty: 3035.259766
	Iteration 3F: 3 clusters Score -1398495 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1398742.875000 Penalty: 3035.259766
	Iteration 4Q: 3 clusters Score -1398743 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1398981.750000 Penalty: 3035.259766
	Iteration 5Q: 3 clusters Score -1398982 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1399268.250000 Penalty: 3035.259766
	Iteration 6Q: 3 clusters Score -1399268 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1399539.000000 Penalty: 3035.259766
	Iteration 7Q: 3 clusters Score -1399539 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1399785.125000 Penalty: 3035.259766
	Iteration 8Q: 3 clusters Score -1399785 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1400030.625000 Penalty: 3035.259766
	Iteration 9Q: 3 clusters Score -1400031 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1400246.500000 Penalty: 3035.259766
	Iteration 10Q: 3 clusters Score -1400246 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1400408.750000 Penalty: 3035.259766
	Iteration 11Q: 3 clusters Score -1400409 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1400543.000000 Penalty: 3035.259766
	Iteration 12Q: 3 clusters Score -1400543 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1400646.000000 Penalty: 3035.259766
	Iteration 13Q: 3 clusters Score -1400646 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1400743.000000 Penalty: 3035.259766
	Iteration 14Q: 3 clusters Score -1400743 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1400821.000000 Penalty: 3035.259766
	Iteration 15Q: 3 clusters Score -1400821 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1400895.375000 Penalty: 3035.259766
	Iteration 16Q: 3 clusters Score -1400895 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1400950.875000 Penalty: 3035.259766
	Iteration 17Q: 3 clusters Score -1400951 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1401008.625000 Penalty: 3035.259766
	Iteration 18Q: 3 clusters Score -1401009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1401056.500000 Penalty: 3035.259766
	Iteration 19Q: 3 clusters Score -1401056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1401102.375000 Penalty: 3035.259766
	Iteration 20F: 3 clusters Score -1401102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1401150.000000 Penalty: 3035.259766
	Iteration 21Q: 3 clusters Score -1401150 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1401198.250000 Penalty: 3035.259766
	Iteration 22Q: 3 clusters Score -1401198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1401236.500000 Penalty: 3035.259766
	Iteration 23Q: 3 clusters Score -1401236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1401275.375000 Penalty: 3035.259766
	Iteration 24Q: 3 clusters Score -1401275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1401307.625000 Penalty: 3035.259766
	Iteration 25Q: 3 clusters Score -1401308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1401339.875000 Penalty: 3035.259766
	Iteration 26Q: 3 clusters Score -1401340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1401378.250000 Penalty: 3035.259766
	Iteration 27Q: 3 clusters Score -1401378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1401411.875000 Penalty: 3035.259766
	Iteration 28Q: 3 clusters Score -1401412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1401446.875000 Penalty: 3035.259766
	Iteration 29Q: 3 clusters Score -1401447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1401473.375000 Penalty: 3035.259766
	Iteration 30Q: 3 clusters Score -1401473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1401499.125000 Penalty: 3035.259766
	Iteration 31Q: 3 clusters Score -1401499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1401525.000000 Penalty: 3035.259766
	Iteration 32Q: 3 clusters Score -1401525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1401548.500000 Penalty: 3035.259766
	Iteration 33Q: 3 clusters Score -1401548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1401581.125000 Penalty: 3035.259766
	Iteration 34Q: 3 clusters Score -1401581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1401604.875000 Penalty: 3035.259766
	Iteration 35Q: 3 clusters Score -1401605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1401631.125000 Penalty: 3035.259766
	Iteration 36Q: 3 clusters Score -1401631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1401650.875000 Penalty: 3035.259766
	Iteration 37Q: 3 clusters Score -1401651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1401666.875000 Penalty: 3035.259766
	Iteration 38Q: 3 clusters Score -1401667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1401681.500000 Penalty: 3035.259766
	Iteration 39Q: 3 clusters Score -1401682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1401699.250000 Penalty: 3035.259766
	Iteration 40F: 3 clusters Score -1401699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1401709.000000 Penalty: 3035.259766
	Iteration 41Q: 3 clusters Score -1401709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1401725.625000 Penalty: 3035.259766
	Iteration 42Q: 3 clusters Score -1401726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1401738.500000 Penalty: 3035.259766
	Iteration 43Q: 3 clusters Score -1401738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1401751.375000 Penalty: 3035.259766
	Iteration 44Q: 3 clusters Score -1401751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1401762.375000 Penalty: 3035.259766
	Iteration 45Q: 3 clusters Score -1401762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1401763.750000 Penalty: 3035.259766
	Iteration 46Q: 3 clusters Score -1401764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1401768.000000 Penalty: 3035.259766
	Iteration 47Q: 3 clusters Score -1401768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1401768.500000 Penalty: 3035.259766
	Iteration 48Q: 3 clusters Score -1401768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1401770.625000 Penalty: 3035.259766
	Iteration 49Q: 3 clusters Score -1401771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1401771.500000 Penalty: 3035.259766
	Iteration 50Q: 3 clusters Score -1401772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1401773.000000 Penalty: 3035.259766
	Iteration 51Q: 3 clusters Score -1401773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1401773.250000 Penalty: 3035.259766
	Iteration 52Q: 3 clusters Score -1401773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1401775.625000 Penalty: 3035.259766
	Iteration 53Q: 3 clusters Score -1401776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1401774.875000 Penalty: 3035.259766
	Iteration 54Q: 3 clusters Score -1401775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1401776.375000 Penalty: 3035.259766
	Iteration 55Q: 3 clusters Score -1401776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1401776.500000 Penalty: 3035.259766
	Iteration 56Q: 3 clusters Score -1401776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1401778.625000 Penalty: 3035.259766
	Iteration 57Q: 3 clusters Score -1401779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1401778.625000 Penalty: 3035.259766
	Iteration 58F: 3 clusters Score -1401779 nChanged 0
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88325464.000000 Penalty: 35130.859375
22->17 Clusters: Score -88325464.000000, best is -88360088.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11283 members 
Mstep: Class 3 contains 11081 members 
Mstep: Class 4 contains 11262 members 
Mstep: Class 5 contains 11208 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 11020 members 
Mstep: Class 9 contains 10977 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 11170 members 
Mstep: Class 13 contains 11181 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 11355 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 11150 members 
Mstep: Class 21 contains 11100 members 
Mstep: Class 22 contains 11182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 36.209198 but Gain 2017.152344
Score: -28329112.000000 Penalty: 42360.242188
Iteration 0F: 22 clusters Score -2.832911e+07 nChanged 233819
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 5004 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 20863 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 14935 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 163174 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 2022 members 
Mstep: Class 22 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 348.376099 but Gain 2017.156250
Score: -29202294.000000 Penalty: 40343.085938
Iteration 1F: 21 clusters Score -2.920229e+07 nChanged 53589
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 2893 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 11071 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 13 contains 688 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 1792 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 192139 members 
Mstep: Class 20 contains 2336 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 357.220062 but Gain 2017.152344
Score: -29269808.000000 Penalty: 38325.933594
Iteration 2F: 20 clusters Score -2.926981e+07 nChanged 27259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 13 contains 375 members 
Mstep: Class 14 contains 6335 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 4038 members 
Mstep: Class 19 contains 201182 members 
Mstep: Class 20 contains 2200 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 348.476379 but Gain 2017.156250
Score: -29308476.000000 Penalty: 36308.777344
Iteration 3F: 19 clusters Score -2.930848e+07 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 278 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 17 contains 9302 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 201968 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 499.672241 but Gain 2017.152344
Score: -29333640.000000 Penalty: 34291.625000
Iteration 4F: 18 clusters Score -2.933364e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 405 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 628 members 
Mstep: Class 14 contains 2758 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 5871 members 
Mstep: Class 19 contains 199077 members 
Mstep: Class 20 contains 1279 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 652.736206 but Gain 2017.154297
Score: -29352962.000000 Penalty: 32274.470703
Iteration 5Q: 17 clusters Score -2.935296e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 207 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 17 contains 15346 members 
Mstep: Class 18 contains 6831 members 
Mstep: Class 19 contains 194655 members 
Mstep: Class 20 contains 923 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 749.028992 but Gain 2017.156250
Score: -29368130.000000 Penalty: 30257.314453
Iteration 6Q: 16 clusters Score -2.936813e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14750 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 1027 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 189593 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 692.176819 but Gain 2017.154297
Score: -29380510.000000 Penalty: 28240.160156
Iteration 7Q: 15 clusters Score -2.938051e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15052 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 17 contains 21186 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 185356 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1160.871826 but Gain 2017.154297
Score: -29389740.000000 Penalty: 26223.005859
Iteration 8Q: 14 clusters Score -2.938974e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15582 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 17 contains 23443 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 181896 members 
Mstep: Class 20 contains 472 members 
Mstep: Class 21 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1407.803589 but Gain 2017.154297
Score: -29396708.000000 Penalty: 24205.851562
Iteration 9Q: 13 clusters Score -2.939671e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15940 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 179077 members 
Mstep: Class 20 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29400860.000000 Penalty: 24205.851562
Iteration 10Q: 13 clusters Score -2.940086e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15970 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 1297 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 17 contains 26616 members 
Mstep: Class 18 contains 9948 members 
Mstep: Class 19 contains 176749 members 
Mstep: Class 20 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29403442.000000 Penalty: 24205.851562
Iteration 11Q: 13 clusters Score -2.940344e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15964 members 
Mstep: Class 5 contains 9643 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 17 contains 27675 members 
Mstep: Class 18 contains 10199 members 
Mstep: Class 19 contains 174940 members 
Mstep: Class 20 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29405254.000000 Penalty: 24205.851562
Iteration 12Q: 13 clusters Score -2.940525e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15947 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 17 contains 28557 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 173459 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29406712.000000 Penalty: 24205.851562
Iteration 13Q: 13 clusters Score -2.940671e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15932 members 
Mstep: Class 5 contains 10270 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 10 contains 725 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 19 contains 172226 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29407750.000000 Penalty: 24205.851562
Iteration 14Q: 13 clusters Score -2.940775e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15899 members 
Mstep: Class 5 contains 10492 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 17 contains 29876 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 171159 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29408512.000000 Penalty: 24205.851562
Iteration 15Q: 13 clusters Score -2.940851e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15900 members 
Mstep: Class 5 contains 10664 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 17 contains 30430 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 170267 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409078.000000 Penalty: 24205.851562
Iteration 16Q: 13 clusters Score -2.940908e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15903 members 
Mstep: Class 5 contains 10770 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 17 contains 30902 members 
Mstep: Class 18 contains 10809 members 
Mstep: Class 19 contains 169518 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409534.000000 Penalty: 24205.851562
Iteration 17Q: 13 clusters Score -2.940953e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15914 members 
Mstep: Class 5 contains 10867 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 1479 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 10834 members 
Mstep: Class 19 contains 168853 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409986.000000 Penalty: 24205.851562
Iteration 18Q: 13 clusters Score -2.940999e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 15926 members 
Mstep: Class 5 contains 10935 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 10 contains 693 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 17 contains 31661 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 168322 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29410400.000000 Penalty: 24205.851562
Iteration 19Q: 13 clusters Score -2.94104e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15945 members 
Mstep: Class 5 contains 10985 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 17 contains 31936 members 
Mstep: Class 18 contains 10855 members 
Mstep: Class 19 contains 167850 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29411452.000000 Penalty: 24205.851562
Iteration 20F: 13 clusters Score -2.941145e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15931 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 17 contains 32167 members 
Mstep: Class 18 contains 10899 members 
Mstep: Class 19 contains 167066 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29412686.000000 Penalty: 24205.851562
Iteration 21Q: 13 clusters Score -2.941269e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15929 members 
Mstep: Class 5 contains 11578 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 14 contains 1899 members 
Mstep: Class 15 contains 1376 members 
Mstep: Class 17 contains 32372 members 
Mstep: Class 18 contains 10940 members 
Mstep: Class 19 contains 166351 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29413322.000000 Penalty: 24205.851562
Iteration 22Q: 13 clusters Score -2.941332e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 17 contains 32592 members 
Mstep: Class 18 contains 10957 members 
Mstep: Class 19 contains 165681 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29413766.000000 Penalty: 24205.851562
Iteration 23Q: 13 clusters Score -2.941377e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15969 members 
Mstep: Class 5 contains 11992 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 17 contains 32788 members 
Mstep: Class 18 contains 10963 members 
Mstep: Class 19 contains 165086 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414232.000000 Penalty: 24205.851562
Iteration 24Q: 13 clusters Score -2.941423e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 15976 members 
Mstep: Class 5 contains 12137 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 17 contains 32937 members 
Mstep: Class 18 contains 10985 members 
Mstep: Class 19 contains 164554 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414642.000000 Penalty: 24205.851562
Iteration 25Q: 13 clusters Score -2.941464e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 5 contains 12254 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 17 contains 33010 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 164106 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414974.000000 Penalty: 24205.851562
Iteration 26Q: 13 clusters Score -2.941497e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16015 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 17 contains 33083 members 
Mstep: Class 18 contains 10988 members 
Mstep: Class 19 contains 163684 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415270.000000 Penalty: 24205.851562
Iteration 27Q: 13 clusters Score -2.941527e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16020 members 
Mstep: Class 5 contains 12418 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 17 contains 33167 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 19 contains 163338 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415484.000000 Penalty: 24205.851562
Iteration 28Q: 13 clusters Score -2.941548e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16034 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 14 contains 3019 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 17 contains 33232 members 
Mstep: Class 18 contains 10977 members 
Mstep: Class 19 contains 163039 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415650.000000 Penalty: 24205.851562
Iteration 29Q: 13 clusters Score -2.941565e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16036 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 17 contains 33287 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 162790 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415706.000000 Penalty: 24205.851562
Iteration 30Q: 13 clusters Score -2.941571e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16047 members 
Mstep: Class 5 contains 12594 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1011 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 17 contains 33325 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 162578 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415860.000000 Penalty: 24205.851562
Iteration 31Q: 13 clusters Score -2.941586e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16061 members 
Mstep: Class 5 contains 12649 members 
Mstep: Class 6 contains 502 members 
Mstep: Class 10 contains 1016 members 
Mstep: Class 11 contains 1668 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 1296 members 
Mstep: Class 17 contains 33357 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 162386 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416024.000000 Penalty: 24205.851562
Iteration 32Q: 13 clusters Score -2.941602e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16079 members 
Mstep: Class 5 contains 12690 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 17 contains 33360 members 
Mstep: Class 18 contains 10949 members 
Mstep: Class 19 contains 162224 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416044.000000 Penalty: 24205.851562
Iteration 33Q: 13 clusters Score -2.941604e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16100 members 
Mstep: Class 5 contains 12726 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 17 contains 33367 members 
Mstep: Class 18 contains 10935 members 
Mstep: Class 19 contains 162079 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416094.000000 Penalty: 24205.851562
Iteration 34Q: 13 clusters Score -2.941609e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16117 members 
Mstep: Class 5 contains 12754 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 17 contains 33363 members 
Mstep: Class 18 contains 10908 members 
Mstep: Class 19 contains 161961 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416264.000000 Penalty: 24205.851562
Iteration 35Q: 13 clusters Score -2.941626e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 10 contains 1019 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 17 contains 33368 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 161860 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416328.000000 Penalty: 24205.851562
Iteration 36Q: 13 clusters Score -2.941633e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16149 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 17 contains 33371 members 
Mstep: Class 18 contains 10842 members 
Mstep: Class 19 contains 161766 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416454.000000 Penalty: 24205.851562
Iteration 37Q: 13 clusters Score -2.941645e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 16146 members 
Mstep: Class 5 contains 12845 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 17 contains 33367 members 
Mstep: Class 18 contains 10816 members 
Mstep: Class 19 contains 161675 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416546.000000 Penalty: 24205.851562
Iteration 38Q: 13 clusters Score -2.941655e+07 nChanged 307
Entering ConstructFrom: 
Score: -29416546.000000 Penalty: 24205.851562
Entering ConstructFrom: 
Trying to split cluster 1 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -308173.937500 Penalty: 1279.892090
	Iteration 0F: 2 clusters Score -308173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305690.343750 Penalty: 2559.784180
	Iteration 0F: 3 clusters Score -305690.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -306263.062500 Penalty: 2559.784180
	Iteration 1F: 3 clusters Score -306263.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -306387.375000 Penalty: 2559.784180
	Iteration 2F: 3 clusters Score -306387.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -306465.156250 Penalty: 2559.784180
	Iteration 3Q: 3 clusters Score -306465.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -306516.000000 Penalty: 2559.784180
	Iteration 4Q: 3 clusters Score -306516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -306554.125000 Penalty: 2559.784180
	Iteration 5Q: 3 clusters Score -306554.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -306579.250000 Penalty: 2559.784180
	Iteration 6Q: 3 clusters Score -306579.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -306597.031250 Penalty: 2559.784180
	Iteration 7Q: 3 clusters Score -306597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -306612.968750 Penalty: 2559.784180
	Iteration 8Q: 3 clusters Score -306613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -306626.281250 Penalty: 2559.784180
	Iteration 9Q: 3 clusters Score -306626.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -306637.437500 Penalty: 2559.784180
	Iteration 10Q: 3 clusters Score -306637.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -306643.375000 Penalty: 2559.784180
	Iteration 11Q: 3 clusters Score -306643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -306650.093750 Penalty: 2559.784180
	Iteration 12Q: 3 clusters Score -306650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -306654.062500 Penalty: 2559.784180
	Iteration 13Q: 3 clusters Score -306654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -306657.218750 Penalty: 2559.784180
	Iteration 14Q: 3 clusters Score -306657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -306659.750000 Penalty: 2559.784180
	Iteration 15Q: 3 clusters Score -306659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -306661.312500 Penalty: 2559.784180
	Iteration 16Q: 3 clusters Score -306661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -306665.062500 Penalty: 2559.784180
	Iteration 17Q: 3 clusters Score -306665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306668.562500 Penalty: 2559.784180
	Iteration 18Q: 3 clusters Score -306668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -306671.656250 Penalty: 2559.784180
	Iteration 19Q: 3 clusters Score -306671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306675.718750 Penalty: 2559.784180
	Iteration 20F: 3 clusters Score -306675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -306678.437500 Penalty: 2559.784180
	Iteration 21Q: 3 clusters Score -306678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306680.843750 Penalty: 2559.784180
	Iteration 22Q: 3 clusters Score -306680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306683.468750 Penalty: 2559.784180
	Iteration 23Q: 3 clusters Score -306683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -306683.656250 Penalty: 2559.784180
	Iteration 24Q: 3 clusters Score -306683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -306684.031250 Penalty: 2559.784180
	Iteration 25Q: 3 clusters Score -306684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -306685.000000 Penalty: 2559.784180
	Iteration 26Q: 3 clusters Score -306685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -306686.437500 Penalty: 2559.784180
	Iteration 27Q: 3 clusters Score -306686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -306689.968750 Penalty: 2559.784180
	Iteration 28Q: 3 clusters Score -306690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -306693.687500 Penalty: 2559.784180
	Iteration 29Q: 3 clusters Score -306693.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -306697.406250 Penalty: 2559.784180
	Iteration 30Q: 3 clusters Score -306697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -306701.125000 Penalty: 2559.784180
	Iteration 31Q: 3 clusters Score -306701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306703.187500 Penalty: 2559.784180
	Iteration 32Q: 3 clusters Score -306703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306704.625000 Penalty: 2559.784180
	Iteration 33Q: 3 clusters Score -306704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306705.718750 Penalty: 2559.784180
	Iteration 34Q: 3 clusters Score -306705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -306706.562500 Penalty: 2559.784180
	Iteration 35Q: 3 clusters Score -306706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -306707.375000 Penalty: 2559.784180
	Iteration 36Q: 3 clusters Score -306707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306707.375000 Penalty: 2559.784180
	Iteration 37Q: 3 clusters Score -306707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -306708.062500 Penalty: 2559.784180
	Iteration 38Q: 3 clusters Score -306708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306710.312500 Penalty: 2559.784180
	Iteration 39Q: 3 clusters Score -306710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306711.406250 Penalty: 2559.784180
	Iteration 40F: 3 clusters Score -306711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306713.406250 Penalty: 2559.784180
	Iteration 41Q: 3 clusters Score -306713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306713.906250 Penalty: 2559.784180
	Iteration 42Q: 3 clusters Score -306713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306714.812500 Penalty: 2559.784180
	Iteration 43Q: 3 clusters Score -306714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306716.218750 Penalty: 2559.784180
	Iteration 44Q: 3 clusters Score -306716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306716.906250 Penalty: 2559.784180
	Iteration 45Q: 3 clusters Score -306716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306717.406250 Penalty: 2559.784180
	Iteration 46Q: 3 clusters Score -306717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306717.968750 Penalty: 2559.784180
	Iteration 47Q: 3 clusters Score -306718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306718.437500 Penalty: 2559.784180
	Iteration 48Q: 3 clusters Score -306718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -306719.031250 Penalty: 2559.784180
	Iteration 49Q: 3 clusters Score -306719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306719.343750 Penalty: 2559.784180
	Iteration 50Q: 3 clusters Score -306719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306719.906250 Penalty: 2559.784180
	Iteration 51Q: 3 clusters Score -306719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306719.906250 Penalty: 2559.784180
	Iteration 52F: 3 clusters Score -306719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Entering Unmasked Estep 
Score: -1887142.375000 Penalty: 1574.602417
	Iteration 0F: 2 clusters Score -1887142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1876020.250000 Penalty: 3149.204834
	Iteration 0F: 3 clusters Score -1876020 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1879992.000000 Penalty: 3149.204834
	Iteration 1F: 3 clusters Score -1879992 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1880312.250000 Penalty: 3149.204834
	Iteration 2F: 3 clusters Score -1880312 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1880605.375000 Penalty: 3149.204834
	Iteration 3Q: 3 clusters Score -1880605 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1880908.625000 Penalty: 3149.204834
	Iteration 4Q: 3 clusters Score -1880909 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1881215.625000 Penalty: 3149.204834
	Iteration 5Q: 3 clusters Score -1881216 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1881600.750000 Penalty: 3149.204834
	Iteration 6Q: 3 clusters Score -1881601 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1882061.875000 Penalty: 3149.204834
	Iteration 7Q: 3 clusters Score -1882062 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1882576.250000 Penalty: 3149.204834
	Iteration 8Q: 3 clusters Score -1882576 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1883157.250000 Penalty: 3149.204834
	Iteration 9Q: 3 clusters Score -1883157 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1883752.875000 Penalty: 3149.204834
	Iteration 10Q: 3 clusters Score -1883753 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1884278.250000 Penalty: 3149.204834
	Iteration 11Q: 3 clusters Score -1884278 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1884688.000000 Penalty: 3149.204834
	Iteration 12Q: 3 clusters Score -1884688 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1885004.500000 Penalty: 3149.204834
	Iteration 13Q: 3 clusters Score -1885004 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1885226.375000 Penalty: 3149.204834
	Iteration 14Q: 3 clusters Score -1885226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1885381.375000 Penalty: 3149.204834
	Iteration 15Q: 3 clusters Score -1885381 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1885497.000000 Penalty: 3149.204834
	Iteration 16Q: 3 clusters Score -1885497 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1885571.875000 Penalty: 3149.204834
	Iteration 17Q: 3 clusters Score -1885572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1885636.625000 Penalty: 3149.204834
	Iteration 18Q: 3 clusters Score -1885637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1885672.500000 Penalty: 3149.204834
	Iteration 19Q: 3 clusters Score -1885672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1885713.000000 Penalty: 3149.204834
	Iteration 20F: 3 clusters Score -1885713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1885750.125000 Penalty: 3149.204834
	Iteration 21Q: 3 clusters Score -1885750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1885776.750000 Penalty: 3149.204834
	Iteration 22Q: 3 clusters Score -1885777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1885790.625000 Penalty: 3149.204834
	Iteration 23Q: 3 clusters Score -1885791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1885796.125000 Penalty: 3149.204834
	Iteration 24Q: 3 clusters Score -1885796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1885799.125000 Penalty: 3149.204834
	Iteration 25Q: 3 clusters Score -1885799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1885806.750000 Penalty: 3149.204834
	Iteration 26Q: 3 clusters Score -1885807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1885813.375000 Penalty: 3149.204834
	Iteration 27Q: 3 clusters Score -1885813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1885820.125000 Penalty: 3149.204834
	Iteration 28Q: 3 clusters Score -1885820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1885820.750000 Penalty: 3149.204834
	Iteration 29Q: 3 clusters Score -1885821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1885823.750000 Penalty: 3149.204834
	Iteration 30Q: 3 clusters Score -1885824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1885822.750000 Penalty: 3149.204834
	Iteration 31Q: 3 clusters Score -1885823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1885822.750000 Penalty: 3149.204834
	Iteration 32F: 3 clusters Score -1885823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Entering Unmasked Estep 
Score: -1586779.375000 Penalty: 1537.794922
	Iteration 0F: 2 clusters Score -1586779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1577778.625000 Penalty: 3075.589844
	Iteration 0F: 3 clusters Score -1577779 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1580798.250000 Penalty: 3075.589844
	Iteration 1F: 3 clusters Score -1580798 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1581168.500000 Penalty: 3075.589844
	Iteration 2F: 3 clusters Score -1581168 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1581535.875000 Penalty: 3075.589844
	Iteration 3F: 3 clusters Score -1581536 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1581928.000000 Penalty: 3075.589844
	Iteration 4F: 3 clusters Score -1581928 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1582334.250000 Penalty: 3075.589844
	Iteration 5F: 3 clusters Score -1582334 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1582737.000000 Penalty: 3075.589844
	Iteration 6F: 3 clusters Score -1582737 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1583139.000000 Penalty: 3075.589844
	Iteration 7Q: 3 clusters Score -1583139 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1583559.625000 Penalty: 3075.589844
	Iteration 8Q: 3 clusters Score -1583560 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1583991.000000 Penalty: 3075.589844
	Iteration 9Q: 3 clusters Score -1583991 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1584385.375000 Penalty: 3075.589844
	Iteration 10Q: 3 clusters Score -1584385 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1584645.375000 Penalty: 3075.589844
	Iteration 11Q: 3 clusters Score -1584645 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1584835.125000 Penalty: 3075.589844
	Iteration 12Q: 3 clusters Score -1584835 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1584963.750000 Penalty: 3075.589844
	Iteration 13Q: 3 clusters Score -1584964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1585049.000000 Penalty: 3075.589844
	Iteration 14Q: 3 clusters Score -1585049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1585125.125000 Penalty: 3075.589844
	Iteration 15Q: 3 clusters Score -1585125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1585185.375000 Penalty: 3075.589844
	Iteration 16Q: 3 clusters Score -1585185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1585244.500000 Penalty: 3075.589844
	Iteration 17Q: 3 clusters Score -1585244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1585301.750000 Penalty: 3075.589844
	Iteration 18Q: 3 clusters Score -1585302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1585345.500000 Penalty: 3075.589844
	Iteration 19Q: 3 clusters Score -1585346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1585382.125000 Penalty: 3075.589844
	Iteration 20F: 3 clusters Score -1585382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1585410.000000 Penalty: 3075.589844
	Iteration 21Q: 3 clusters Score -1585410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1585425.875000 Penalty: 3075.589844
	Iteration 22Q: 3 clusters Score -1585426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1585442.625000 Penalty: 3075.589844
	Iteration 23Q: 3 clusters Score -1585443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1585447.000000 Penalty: 3075.589844
	Iteration 24Q: 3 clusters Score -1585447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1585452.125000 Penalty: 3075.589844
	Iteration 25Q: 3 clusters Score -1585452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1585453.750000 Penalty: 3075.589844
	Iteration 26Q: 3 clusters Score -1585454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1585460.625000 Penalty: 3075.589844
	Iteration 27Q: 3 clusters Score -1585461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1585467.500000 Penalty: 3075.589844
	Iteration 28Q: 3 clusters Score -1585468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1585469.250000 Penalty: 3075.589844
	Iteration 29Q: 3 clusters Score -1585469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1585470.250000 Penalty: 3075.589844
	Iteration 30Q: 3 clusters Score -1585470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1585469.250000 Penalty: 3075.589844
	Iteration 31Q: 3 clusters Score -1585469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1585471.000000 Penalty: 3075.589844
	Iteration 32Q: 3 clusters Score -1585471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1585469.375000 Penalty: 3075.589844
	Iteration 33Q: 3 clusters Score -1585469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1585474.125000 Penalty: 3075.589844
	Iteration 34Q: 3 clusters Score -1585474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1585475.000000 Penalty: 3075.589844
	Iteration 35Q: 3 clusters Score -1585475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1585474.125000 Penalty: 3075.589844
	Iteration 36Q: 3 clusters Score -1585474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1585474.125000 Penalty: 3075.589844
	Iteration 37F: 3 clusters Score -1585474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -51593.515625 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -51593.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50535.070312 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -50535.07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50780.382812 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -50780.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50885.902344 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -50885.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50949.347656 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -50949.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51001.800781 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -51001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51044.699219 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -51044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51075.089844 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -51075.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51082.890625 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -51082.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51091.015625 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -51091.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51097.847656 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -51097.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51101.046875 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -51101.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51101.046875 Penalty: 2021.691772
	Iteration 11F: 3 clusters Score -51101.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -118518.992188 Penalty: 1125.887451
	Iteration 0F: 2 clusters Score -118519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117040.453125 Penalty: 2251.774902
	Iteration 0F: 3 clusters Score -117040.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117301.554688 Penalty: 2251.774902
	Iteration 1F: 3 clusters Score -117301.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117383.414062 Penalty: 2251.774902
	Iteration 2F: 3 clusters Score -117383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117408.460938 Penalty: 2251.774902
	Iteration 3Q: 3 clusters Score -117408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117424.265625 Penalty: 2251.774902
	Iteration 4Q: 3 clusters Score -117424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117436.671875 Penalty: 2251.774902
	Iteration 5Q: 3 clusters Score -117436.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117446.906250 Penalty: 2251.774902
	Iteration 6Q: 3 clusters Score -117446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117455.281250 Penalty: 2251.774902
	Iteration 7Q: 3 clusters Score -117455.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117461.695312 Penalty: 2251.774902
	Iteration 8Q: 3 clusters Score -117461.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117467.101562 Penalty: 2251.774902
	Iteration 9Q: 3 clusters Score -117467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117474.476562 Penalty: 2251.774902
	Iteration 10Q: 3 clusters Score -117474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117481.335938 Penalty: 2251.774902
	Iteration 11Q: 3 clusters Score -117481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117489.000000 Penalty: 2251.774902
	Iteration 12Q: 3 clusters Score -117489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117495.500000 Penalty: 2251.774902
	Iteration 13Q: 3 clusters Score -117495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117500.492188 Penalty: 2251.774902
	Iteration 14Q: 3 clusters Score -117500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117503.765625 Penalty: 2251.774902
	Iteration 15Q: 3 clusters Score -117503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117506.617188 Penalty: 2251.774902
	Iteration 16Q: 3 clusters Score -117506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117508.781250 Penalty: 2251.774902
	Iteration 17Q: 3 clusters Score -117508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117511.468750 Penalty: 2251.774902
	Iteration 18Q: 3 clusters Score -117511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117511.468750 Penalty: 2251.774902
	Iteration 19F: 3 clusters Score -117511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -191924.312500 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -191924.3 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 874 members 
Entering Unmasked Estep 
Score: -190108.437500 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -190108.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -190639.468750 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -190639.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190881.812500 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -190881.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -191011.593750 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -191011.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -191108.187500 Penalty: 2422.219238
	Iteration 4F: 3 clusters Score -191108.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -191183.968750 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -191184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -191237.375000 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -191237.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -191273.140625 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -191273.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -191316.453125 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -191316.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -191362.546875 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -191362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -191386.484375 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -191386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -191409.359375 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -191409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -191430.734375 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -191430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -191442.765625 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -191442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -191453.296875 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -191453.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -191459.640625 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -191459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -191467.671875 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -191467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -191471.984375 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -191472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -191473.234375 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -191473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -191474.609375 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -191474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -191479.937500 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -191479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -191481.500000 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -191481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -191482.593750 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -191482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -191482.593750 Penalty: 2422.219238
	Iteration 23F: 3 clusters Score -191482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -422086.968750 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -422087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -418987.531250 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -418987.5 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -419786.781250 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -419786.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -419945.562500 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -419945.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -420040.875000 Penalty: 2653.743164
	Iteration 3F: 3 clusters Score -420040.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -420094.812500 Penalty: 2653.743164
	Iteration 4Q: 3 clusters Score -420094.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420137.406250 Penalty: 2653.743164
	Iteration 5Q: 3 clusters Score -420137.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -420163.968750 Penalty: 2653.743164
	Iteration 6Q: 3 clusters Score -420164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -420187.312500 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -420187.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420209.375000 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -420209.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -420231.968750 Penalty: 2653.743164
	Iteration 9Q: 3 clusters Score -420232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -420249.500000 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -420249.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420269.375000 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -420269.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -420284.000000 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -420284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -420293.562500 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -420293.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -420301.250000 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -420301.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -420310.062500 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -420310.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -420322.250000 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -420322.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -420333.750000 Penalty: 2653.743164
	Iteration 17Q: 3 clusters Score -420333.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -420348.750000 Penalty: 2653.743164
	Iteration 18Q: 3 clusters Score -420348.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -420357.312500 Penalty: 2653.743164
	Iteration 19Q: 3 clusters Score -420357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -420364.687500 Penalty: 2653.743164
	Iteration 20F: 3 clusters Score -420364.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420371.875000 Penalty: 2653.743164
	Iteration 21Q: 3 clusters Score -420371.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -420376.687500 Penalty: 2653.743164
	Iteration 22Q: 3 clusters Score -420376.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -420382.625000 Penalty: 2653.743164
	Iteration 23Q: 3 clusters Score -420382.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -420393.000000 Penalty: 2653.743164
	Iteration 24Q: 3 clusters Score -420393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -420405.093750 Penalty: 2653.743164
	Iteration 25Q: 3 clusters Score -420405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -420416.968750 Penalty: 2653.743164
	Iteration 26Q: 3 clusters Score -420417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -420429.718750 Penalty: 2653.743164
	Iteration 27Q: 3 clusters Score -420429.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -420444.218750 Penalty: 2653.743164
	Iteration 28Q: 3 clusters Score -420444.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -420461.937500 Penalty: 2653.743164
	Iteration 29Q: 3 clusters Score -420461.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -420479.125000 Penalty: 2653.743164
	Iteration 30Q: 3 clusters Score -420479.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -420495.437500 Penalty: 2653.743164
	Iteration 31Q: 3 clusters Score -420495.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -420509.156250 Penalty: 2653.743164
	Iteration 32Q: 3 clusters Score -420509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -420519.281250 Penalty: 2653.743164
	Iteration 33Q: 3 clusters Score -420519.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -420532.250000 Penalty: 2653.743164
	Iteration 34Q: 3 clusters Score -420532.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -420543.875000 Penalty: 2653.743164
	Iteration 35Q: 3 clusters Score -420543.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -420556.656250 Penalty: 2653.743164
	Iteration 36Q: 3 clusters Score -420556.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -420572.250000 Penalty: 2653.743164
	Iteration 37Q: 3 clusters Score -420572.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -420587.062500 Penalty: 2653.743164
	Iteration 38Q: 3 clusters Score -420587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -420602.062500 Penalty: 2653.743164
	Iteration 39Q: 3 clusters Score -420602.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -420616.593750 Penalty: 2653.743164
	Iteration 40F: 3 clusters Score -420616.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -420630.625000 Penalty: 2653.743164
	Iteration 41Q: 3 clusters Score -420630.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -420648.625000 Penalty: 2653.743164
	Iteration 42Q: 3 clusters Score -420648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -420669.406250 Penalty: 2653.743164
	Iteration 43Q: 3 clusters Score -420669.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -420686.093750 Penalty: 2653.743164
	Iteration 44Q: 3 clusters Score -420686.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -420705.625000 Penalty: 2653.743164
	Iteration 45Q: 3 clusters Score -420705.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -420720.000000 Penalty: 2653.743164
	Iteration 46Q: 3 clusters Score -420720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -420731.218750 Penalty: 2653.743164
	Iteration 47Q: 3 clusters Score -420731.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -420739.625000 Penalty: 2653.743164
	Iteration 48Q: 3 clusters Score -420739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -420745.718750 Penalty: 2653.743164
	Iteration 49Q: 3 clusters Score -420745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -420751.062500 Penalty: 2653.743164
	Iteration 50Q: 3 clusters Score -420751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -420754.375000 Penalty: 2653.743164
	Iteration 51Q: 3 clusters Score -420754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -420757.500000 Penalty: 2653.743164
	Iteration 52Q: 3 clusters Score -420757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -420762.468750 Penalty: 2653.743164
	Iteration 53Q: 3 clusters Score -420762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -420766.968750 Penalty: 2653.743164
	Iteration 54Q: 3 clusters Score -420767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -420771.500000 Penalty: 2653.743164
	Iteration 55Q: 3 clusters Score -420771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -420776.906250 Penalty: 2653.743164
	Iteration 56Q: 3 clusters Score -420776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -420783.187500 Penalty: 2653.743164
	Iteration 57Q: 3 clusters Score -420783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -420794.031250 Penalty: 2653.743164
	Iteration 58Q: 3 clusters Score -420794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -420801.062500 Penalty: 2653.743164
	Iteration 59Q: 3 clusters Score -420801.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -420807.406250 Penalty: 2653.743164
	Iteration 60F: 3 clusters Score -420807.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -420812.687500 Penalty: 2653.743164
	Iteration 61Q: 3 clusters Score -420812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -420815.437500 Penalty: 2653.743164
	Iteration 62Q: 3 clusters Score -420815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -420821.062500 Penalty: 2653.743164
	Iteration 63Q: 3 clusters Score -420821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -420823.468750 Penalty: 2653.743164
	Iteration 64Q: 3 clusters Score -420823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -420826.156250 Penalty: 2653.743164
	Iteration 65Q: 3 clusters Score -420826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -420827.843750 Penalty: 2653.743164
	Iteration 66Q: 3 clusters Score -420827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -420831.062500 Penalty: 2653.743164
	Iteration 67Q: 3 clusters Score -420831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -420833.125000 Penalty: 2653.743164
	Iteration 68Q: 3 clusters Score -420833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -420833.187500 Penalty: 2653.743164
	Iteration 69Q: 3 clusters Score -420833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -420833.187500 Penalty: 2653.743164
	Iteration 70F: 3 clusters Score -420833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -174823.859375 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -174823.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -173113.000000 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -173113 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -173439.671875 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -173439.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173532.718750 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -173532.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -173582.671875 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -173582.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173612.437500 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -173612.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -173628.328125 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -173628.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -173640.718750 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -173640.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173646.906250 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -173646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173651.671875 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -173651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -173654.734375 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -173654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -173656.968750 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -173657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -173659.718750 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -173659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -173660.937500 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -173660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -173662.375000 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -173662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -173664.406250 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -173664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173667.125000 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -173667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -173669.718750 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -173669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -173670.859375 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -173670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -173671.343750 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -173671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -173672.234375 Penalty: 2364.880859
	Iteration 19Q: 3 clusters Score -173672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -173673.140625 Penalty: 2364.880859
	Iteration 20F: 3 clusters Score -173673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173674.953125 Penalty: 2364.880859
	Iteration 21Q: 3 clusters Score -173675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173675.750000 Penalty: 2364.880859
	Iteration 22Q: 3 clusters Score -173675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -173676.500000 Penalty: 2364.880859
	Iteration 23Q: 3 clusters Score -173676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -173679.109375 Penalty: 2364.880859
	Iteration 24Q: 3 clusters Score -173679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173681.328125 Penalty: 2364.880859
	Iteration 25Q: 3 clusters Score -173681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -173682.375000 Penalty: 2364.880859
	Iteration 26Q: 3 clusters Score -173682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -173683.781250 Penalty: 2364.880859
	Iteration 27Q: 3 clusters Score -173683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -173684.750000 Penalty: 2364.880859
	Iteration 28Q: 3 clusters Score -173684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -173685.140625 Penalty: 2364.880859
	Iteration 29Q: 3 clusters Score -173685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -173685.953125 Penalty: 2364.880859
	Iteration 30Q: 3 clusters Score -173686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -173687.937500 Penalty: 2364.880859
	Iteration 31Q: 3 clusters Score -173687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -173688.187500 Penalty: 2364.880859
	Iteration 32Q: 3 clusters Score -173688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173688.765625 Penalty: 2364.880859
	Iteration 33Q: 3 clusters Score -173688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -173689.000000 Penalty: 2364.880859
	Iteration 34Q: 3 clusters Score -173689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -173689.000000 Penalty: 2364.880859
	Iteration 35F: 3 clusters Score -173689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Entering Unmasked Estep 
Score: -4052372.500000 Penalty: 1692.465576
	Iteration 0F: 2 clusters Score -4052372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4029944.750000 Penalty: 3384.931152
	Iteration 0F: 3 clusters Score -4029945 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4038754.250000 Penalty: 3384.931152
	Iteration 1F: 3 clusters Score -4038754 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4039399.750000 Penalty: 3384.931152
	Iteration 2Q: 3 clusters Score -4039400 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4040218.500000 Penalty: 3384.931152
	Iteration 3F: 3 clusters Score -4040218 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4041431.250000 Penalty: 3384.931152
	Iteration 4F: 3 clusters Score -4041431 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4043229.750000 Penalty: 3384.931152
	Iteration 5F: 3 clusters Score -4043230 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4045527.500000 Penalty: 3384.931152
	Iteration 6F: 3 clusters Score -4045528 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4047956.250000 Penalty: 3384.931152
	Iteration 7F: 3 clusters Score -4047956 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4050143.750000 Penalty: 3384.931152
	Iteration 8F: 3 clusters Score -4050144 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4052352.500000 Penalty: 3384.931152
	Iteration 9Q: 3 clusters Score -4052352 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4054636.250000 Penalty: 3384.931152
	Iteration 10Q: 3 clusters Score -4054636 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4056203.250000 Penalty: 3384.931152
	Iteration 11Q: 3 clusters Score -4056203 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4056702.250000 Penalty: 3384.931152
	Iteration 12Q: 3 clusters Score -4056702 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4056791.750000 Penalty: 3384.931152
	Iteration 13Q: 3 clusters Score -4056792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4056844.750000 Penalty: 3384.931152
	Iteration 14Q: 3 clusters Score -4056845 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4056861.000000 Penalty: 3384.931152
	Iteration 15Q: 3 clusters Score -4056861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4056870.000000 Penalty: 3384.931152
	Iteration 16Q: 3 clusters Score -4056870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4056873.750000 Penalty: 3384.931152
	Iteration 17Q: 3 clusters Score -4056874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4056876.000000 Penalty: 3384.931152
	Iteration 18Q: 3 clusters Score -4056876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4056874.000000 Penalty: 3384.931152
	Iteration 19Q: 3 clusters Score -4056874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4056877.250000 Penalty: 3384.931152
	Iteration 20F: 3 clusters Score -4056877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4056874.750000 Penalty: 3384.931152
	Iteration 21Q: 3 clusters Score -4056875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4056873.500000 Penalty: 3384.931152
	Iteration 22Q: 3 clusters Score -4056874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4056873.750000 Penalty: 3384.931152
	Iteration 23Q: 3 clusters Score -4056874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4056874.250000 Penalty: 3384.931152
	Iteration 24Q: 3 clusters Score -4056874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4056874.250000 Penalty: 3384.931152
	Iteration 25F: 3 clusters Score -4056874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16153 members 
Mstep: Class 3 contains 28049 members 
Mstep: Class 5 contains 12879 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 161590 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
Score: -29420794.000000 Penalty: 26223.005859
Splitting cluster 17 changes total score from -29416546.000000 to -29420794.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (10778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Entering Unmasked Estep 
Score: -1312922.375000 Penalty: 1508.855103
	Iteration 0F: 2 clusters Score -1312922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1305196.500000 Penalty: 3017.710205
	Iteration 0F: 3 clusters Score -1305196 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1307828.750000 Penalty: 3017.710205
	Iteration 1F: 3 clusters Score -1307829 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1308110.500000 Penalty: 3017.710205
	Iteration 2F: 3 clusters Score -1308110 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1308423.375000 Penalty: 3017.710205
	Iteration 3F: 3 clusters Score -1308423 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1308843.250000 Penalty: 3017.710205
	Iteration 4F: 3 clusters Score -1308843 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1309300.375000 Penalty: 3017.710205
	Iteration 5F: 3 clusters Score -1309300 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1309761.500000 Penalty: 3017.710205
	Iteration 6F: 3 clusters Score -1309762 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1310143.125000 Penalty: 3017.710205
	Iteration 7F: 3 clusters Score -1310143 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1310448.875000 Penalty: 3017.710205
	Iteration 8F: 3 clusters Score -1310449 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1310728.500000 Penalty: 3017.710205
	Iteration 9Q: 3 clusters Score -1310728 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1310959.750000 Penalty: 3017.710205
	Iteration 10Q: 3 clusters Score -1310960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1311111.375000 Penalty: 3017.710205
	Iteration 11Q: 3 clusters Score -1311111 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1311241.375000 Penalty: 3017.710205
	Iteration 12Q: 3 clusters Score -1311241 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1311335.625000 Penalty: 3017.710205
	Iteration 13Q: 3 clusters Score -1311336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1311397.250000 Penalty: 3017.710205
	Iteration 14Q: 3 clusters Score -1311397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1311435.750000 Penalty: 3017.710205
	Iteration 15Q: 3 clusters Score -1311436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1311474.000000 Penalty: 3017.710205
	Iteration 16Q: 3 clusters Score -1311474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1311500.375000 Penalty: 3017.710205
	Iteration 17Q: 3 clusters Score -1311500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1311521.250000 Penalty: 3017.710205
	Iteration 18Q: 3 clusters Score -1311521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1311533.500000 Penalty: 3017.710205
	Iteration 19Q: 3 clusters Score -1311534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1311549.625000 Penalty: 3017.710205
	Iteration 20F: 3 clusters Score -1311550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1311556.500000 Penalty: 3017.710205
	Iteration 21Q: 3 clusters Score -1311556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1311560.375000 Penalty: 3017.710205
	Iteration 22Q: 3 clusters Score -1311560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1311561.875000 Penalty: 3017.710205
	Iteration 23Q: 3 clusters Score -1311562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1311563.375000 Penalty: 3017.710205
	Iteration 24Q: 3 clusters Score -1311563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1311565.625000 Penalty: 3017.710205
	Iteration 25Q: 3 clusters Score -1311566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1311570.125000 Penalty: 3017.710205
	Iteration 26Q: 3 clusters Score -1311570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1311572.375000 Penalty: 3017.710205
	Iteration 27Q: 3 clusters Score -1311572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1311573.375000 Penalty: 3017.710205
	Iteration 28Q: 3 clusters Score -1311573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1311573.000000 Penalty: 3017.710205
	Iteration 29Q: 3 clusters Score -1311573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1311574.125000 Penalty: 3017.710205
	Iteration 30Q: 3 clusters Score -1311574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1311575.750000 Penalty: 3017.710205
	Iteration 31Q: 3 clusters Score -1311576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1311575.875000 Penalty: 3017.710205
	Iteration 32Q: 3 clusters Score -1311576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1311573.000000 Penalty: 3017.710205
	Iteration 33Q: 3 clusters Score -1311573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1311579.000000 Penalty: 3017.710205
	Iteration 34Q: 3 clusters Score -1311579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1311577.250000 Penalty: 3017.710205
	Iteration 35Q: 3 clusters Score -1311577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1311580.125000 Penalty: 3017.710205
	Iteration 36Q: 3 clusters Score -1311580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1311579.375000 Penalty: 3017.710205
	Iteration 37Q: 3 clusters Score -1311579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1311584.125000 Penalty: 3017.710205
	Iteration 38Q: 3 clusters Score -1311584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1311586.250000 Penalty: 3017.710205
	Iteration 39Q: 3 clusters Score -1311586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1311588.625000 Penalty: 3017.710205
	Iteration 40F: 3 clusters Score -1311589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1311587.125000 Penalty: 3017.710205
	Iteration 41Q: 3 clusters Score -1311587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1311587.625000 Penalty: 3017.710205
	Iteration 42Q: 3 clusters Score -1311588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1311586.125000 Penalty: 3017.710205
	Iteration 43Q: 3 clusters Score -1311586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1311586.500000 Penalty: 3017.710205
	Iteration 44Q: 3 clusters Score -1311586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1311586.500000 Penalty: 3017.710205
	Iteration 45F: 3 clusters Score -1311586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Entering Unmasked Estep 
Score: -19566112.000000 Penalty: 1948.832886
	Iteration 0F: 2 clusters Score -1.956611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -19469754.000000 Penalty: 3897.665771
	Iteration 0F: 3 clusters Score -1.946975e+07 nChanged 78316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
Score: -19518026.000000 Penalty: 3897.665771
	Iteration 1F: 3 clusters Score -1.951803e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -19521782.000000 Penalty: 3897.665771
	Iteration 2F: 3 clusters Score -1.952178e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -19526800.000000 Penalty: 3897.665771
	Iteration 3F: 3 clusters Score -1.95268e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -19532346.000000 Penalty: 3897.665771
	Iteration 4F: 3 clusters Score -1.953235e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -19538458.000000 Penalty: 3897.665771
	Iteration 5F: 3 clusters Score -1.953846e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -19543978.000000 Penalty: 3897.665771
	Iteration 6F: 3 clusters Score -1.954398e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -19548536.000000 Penalty: 3897.665771
	Iteration 7F: 3 clusters Score -1.954854e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -19551550.000000 Penalty: 3897.665771
	Iteration 8Q: 3 clusters Score -1.955155e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -19553054.000000 Penalty: 3897.665771
	Iteration 9Q: 3 clusters Score -1.955305e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -19553808.000000 Penalty: 3897.665771
	Iteration 10Q: 3 clusters Score -1.955381e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -19554388.000000 Penalty: 3897.665771
	Iteration 11Q: 3 clusters Score -1.955439e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -19554630.000000 Penalty: 3897.665771
	Iteration 12Q: 3 clusters Score -1.955463e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -19554868.000000 Penalty: 3897.665771
	Iteration 13Q: 3 clusters Score -1.955487e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -19555090.000000 Penalty: 3897.665771
	Iteration 14Q: 3 clusters Score -1.955509e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -19555176.000000 Penalty: 3897.665771
	Iteration 15Q: 3 clusters Score -1.955518e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117412 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -19555292.000000 Penalty: 3897.665771
	Iteration 16Q: 3 clusters Score -1.955529e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -19555476.000000 Penalty: 3897.665771
	Iteration 17Q: 3 clusters Score -1.955548e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -19555494.000000 Penalty: 3897.665771
	Iteration 18Q: 3 clusters Score -1.955549e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -19555452.000000 Penalty: 3897.665771
	Iteration 19Q: 3 clusters Score -1.955545e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120801 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -19555526.000000 Penalty: 3897.665771
	Iteration 20F: 3 clusters Score -1.955553e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -19555628.000000 Penalty: 3897.665771
	Iteration 21Q: 3 clusters Score -1.955563e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -19555732.000000 Penalty: 3897.665771
	Iteration 22Q: 3 clusters Score -1.955573e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -19555764.000000 Penalty: 3897.665771
	Iteration 23Q: 3 clusters Score -1.955576e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -19555886.000000 Penalty: 3897.665771
	Iteration 24Q: 3 clusters Score -1.955589e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -19556090.000000 Penalty: 3897.665771
	Iteration 25Q: 3 clusters Score -1.955609e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126049 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -19556182.000000 Penalty: 3897.665771
	Iteration 26Q: 3 clusters Score -1.955618e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -19556358.000000 Penalty: 3897.665771
	Iteration 27Q: 3 clusters Score -1.955636e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127872 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -19556504.000000 Penalty: 3897.665771
	Iteration 28Q: 3 clusters Score -1.95565e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -19556686.000000 Penalty: 3897.665771
	Iteration 29Q: 3 clusters Score -1.955669e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129749 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -19556916.000000 Penalty: 3897.665771
	Iteration 30Q: 3 clusters Score -1.955692e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -19557108.000000 Penalty: 3897.665771
	Iteration 31Q: 3 clusters Score -1.955711e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -19557304.000000 Penalty: 3897.665771
	Iteration 32Q: 3 clusters Score -1.95573e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -19557408.000000 Penalty: 3897.665771
	Iteration 33Q: 3 clusters Score -1.955741e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -19557728.000000 Penalty: 3897.665771
	Iteration 34Q: 3 clusters Score -1.955773e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -19557884.000000 Penalty: 3897.665771
	Iteration 35Q: 3 clusters Score -1.955788e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -19558212.000000 Penalty: 3897.665771
	Iteration 36Q: 3 clusters Score -1.955821e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -19558370.000000 Penalty: 3897.665771
	Iteration 37Q: 3 clusters Score -1.955837e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137943 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -19558602.000000 Penalty: 3897.665771
	Iteration 38Q: 3 clusters Score -1.95586e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -19558848.000000 Penalty: 3897.665771
	Iteration 39Q: 3 clusters Score -1.955885e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -19559124.000000 Penalty: 3897.665771
	Iteration 40F: 3 clusters Score -1.955912e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -19559386.000000 Penalty: 3897.665771
	Iteration 41Q: 3 clusters Score -1.955939e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -19559608.000000 Penalty: 3897.665771
	Iteration 42Q: 3 clusters Score -1.955961e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -19560018.000000 Penalty: 3897.665771
	Iteration 43Q: 3 clusters Score -1.956002e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -19560446.000000 Penalty: 3897.665771
	Iteration 44Q: 3 clusters Score -1.956045e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -19561000.000000 Penalty: 3897.665771
	Iteration 45Q: 3 clusters Score -1.9561e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -19561208.000000 Penalty: 3897.665771
	Iteration 46Q: 3 clusters Score -1.956121e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -19561506.000000 Penalty: 3897.665771
	Iteration 47Q: 3 clusters Score -1.956151e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -19561958.000000 Penalty: 3897.665771
	Iteration 48Q: 3 clusters Score -1.956196e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -19562380.000000 Penalty: 3897.665771
	Iteration 49Q: 3 clusters Score -1.956238e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -19562750.000000 Penalty: 3897.665771
	Iteration 50Q: 3 clusters Score -1.956275e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -19563116.000000 Penalty: 3897.665771
	Iteration 51Q: 3 clusters Score -1.956312e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153130 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -19563396.000000 Penalty: 3897.665771
	Iteration 52Q: 3 clusters Score -1.95634e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -19563800.000000 Penalty: 3897.665771
	Iteration 53Q: 3 clusters Score -1.95638e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -19564100.000000 Penalty: 3897.665771
	Iteration 54Q: 3 clusters Score -1.95641e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -19564428.000000 Penalty: 3897.665771
	Iteration 55Q: 3 clusters Score -1.956443e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -19564838.000000 Penalty: 3897.665771
	Iteration 56Q: 3 clusters Score -1.956484e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -19565150.000000 Penalty: 3897.665771
	Iteration 57Q: 3 clusters Score -1.956515e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -19565388.000000 Penalty: 3897.665771
	Iteration 58Q: 3 clusters Score -1.956539e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -19565496.000000 Penalty: 3897.665771
	Iteration 59Q: 3 clusters Score -1.95655e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -19565676.000000 Penalty: 3897.665771
	Iteration 60F: 3 clusters Score -1.956568e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -19565866.000000 Penalty: 3897.665771
	Iteration 61Q: 3 clusters Score -1.956587e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158524 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -19565954.000000 Penalty: 3897.665771
	Iteration 62Q: 3 clusters Score -1.956595e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158691 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -19566114.000000 Penalty: 3897.665771
	Iteration 63Q: 3 clusters Score -1.956611e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19566184.000000 Penalty: 3897.665771
	Iteration 64Q: 3 clusters Score -1.956618e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19566318.000000 Penalty: 3897.665771
	Iteration 65Q: 3 clusters Score -1.956632e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -19566340.000000 Penalty: 3897.665771
	Iteration 66Q: 3 clusters Score -1.956634e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19566376.000000 Penalty: 3897.665771
	Iteration 67Q: 3 clusters Score -1.956638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19566390.000000 Penalty: 3897.665771
	Iteration 68Q: 3 clusters Score -1.956639e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19566404.000000 Penalty: 3897.665771
	Iteration 69Q: 3 clusters Score -1.95664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -19566412.000000 Penalty: 3897.665771
	Iteration 70Q: 3 clusters Score -1.956641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -19566410.000000 Penalty: 3897.665771
	Iteration 71Q: 3 clusters Score -1.956641e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19566414.000000 Penalty: 3897.665771
	Iteration 72Q: 3 clusters Score -1.956641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19566424.000000 Penalty: 3897.665771
	Iteration 73Q: 3 clusters Score -1.956642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -19566436.000000 Penalty: 3897.665771
	Iteration 74Q: 3 clusters Score -1.956644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19566450.000000 Penalty: 3897.665771
	Iteration 75Q: 3 clusters Score -1.956645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19566452.000000 Penalty: 3897.665771
	Iteration 76Q: 3 clusters Score -1.956645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19566450.000000 Penalty: 3897.665771
	Iteration 77Q: 3 clusters Score -1.956645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19566464.000000 Penalty: 3897.665771
	Iteration 78Q: 3 clusters Score -1.956646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19566460.000000 Penalty: 3897.665771
	Iteration 79Q: 3 clusters Score -1.956646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -19566474.000000 Penalty: 3897.665771
	Iteration 80F: 3 clusters Score -1.956647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19566450.000000 Penalty: 3897.665771
	Iteration 81Q: 3 clusters Score -1.956645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -19566446.000000 Penalty: 3897.665771
	Iteration 82Q: 3 clusters Score -1.956645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19566454.000000 Penalty: 3897.665771
	Iteration 83Q: 3 clusters Score -1.956645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19566450.000000 Penalty: 3897.665771
	Iteration 84Q: 3 clusters Score -1.956645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19566450.000000 Penalty: 3897.665771
	Iteration 85F: 3 clusters Score -1.956645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16153 members 
Mstep: Class 3 contains 28049 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 12879 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 159444 members 
Mstep: Class 20 contains 418 members 
Entering Unmasked Estep 
Score: -29421068.000000 Penalty: 28240.160156
Splitting cluster 19 changes total score from -29416546.000000 to -29421068.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -56778.710938 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -56778.71 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 219 members 
Entering Unmasked Estep 
Score: -55820.542969 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -55820.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56337.125000 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -56337.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58104.933594 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -58104.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59572.449219 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -59572.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59813.054688 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -59813.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59828.328125 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -59828.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59829.730469 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -59829.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59829.730469 Penalty: 1961.531494
	Iteration 7F: 3 clusters Score -59829.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16153 members 
Mstep: Class 3 contains 28049 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 12879 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 159444 members 
Mstep: Class 20 contains 112 members 
Entering Unmasked Estep 
Score: -29423088.000000 Penalty: 30257.314453
Splitting cluster 20 changes total score from -29416546.000000 to -29423088.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16153 members 
Mstep: Class 5 contains 12879 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 159444 members 
Mstep: Class 20 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424582.000000 Penalty: 30257.314453
Iteration 39Q: 16 clusters Score -2.942458e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16152 members 
Mstep: Class 3 contains 26751 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 13022 members 
Mstep: Class 6 contains 503 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 160533 members 
Mstep: Class 20 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425862.000000 Penalty: 30257.314453
Iteration 40F: 16 clusters Score -2.942586e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 13082 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 17 contains 5860 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 160719 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426412.000000 Penalty: 30257.314453
Iteration 41Q: 16 clusters Score -2.942641e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16119 members 
Mstep: Class 3 contains 26076 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 160821 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426692.000000 Penalty: 30257.314453
Iteration 42Q: 16 clusters Score -2.942669e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16093 members 
Mstep: Class 3 contains 25826 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1064 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 10178 members 
Mstep: Class 19 contains 160863 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426952.000000 Penalty: 30257.314453
Iteration 43Q: 16 clusters Score -2.942695e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 25643 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 13176 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 14 contains 3859 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 10142 members 
Mstep: Class 19 contains 160890 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427204.000000 Penalty: 30257.314453
Iteration 44Q: 16 clusters Score -2.94272e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16004 members 
Mstep: Class 3 contains 25475 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 13191 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 10123 members 
Mstep: Class 19 contains 160880 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427284.000000 Penalty: 30257.314453
Iteration 45Q: 16 clusters Score -2.942728e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15964 members 
Mstep: Class 3 contains 25311 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 13192 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 17 contains 6518 members 
Mstep: Class 18 contains 10140 members 
Mstep: Class 19 contains 160839 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427518.000000 Penalty: 30257.314453
Iteration 46Q: 16 clusters Score -2.942752e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 25157 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 17 contains 6569 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 160820 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427694.000000 Penalty: 30257.314453
Iteration 47Q: 16 clusters Score -2.942769e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15908 members 
Mstep: Class 3 contains 25001 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 13179 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 17 contains 6601 members 
Mstep: Class 18 contains 10140 members 
Mstep: Class 19 contains 160805 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427850.000000 Penalty: 30257.314453
Iteration 48Q: 16 clusters Score -2.942785e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15898 members 
Mstep: Class 3 contains 24905 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 13169 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 1792 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 17 contains 6619 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 19 contains 160749 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29427878.000000 Penalty: 30257.314453
Iteration 49Q: 16 clusters Score -2.942788e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 24806 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 13157 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 10144 members 
Mstep: Class 19 contains 160678 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428022.000000 Penalty: 30257.314453
Iteration 50Q: 16 clusters Score -2.942802e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 24695 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 10126 members 
Mstep: Class 19 contains 160612 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428074.000000 Penalty: 30257.314453
Iteration 51Q: 16 clusters Score -2.942807e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15855 members 
Mstep: Class 3 contains 24582 members 
Mstep: Class 4 contains 2322 members 
Mstep: Class 5 contains 13120 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 1807 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 10119 members 
Mstep: Class 19 contains 160535 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428216.000000 Penalty: 30257.314453
Iteration 52Q: 16 clusters Score -2.942822e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15841 members 
Mstep: Class 3 contains 24506 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 13098 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 160449 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428300.000000 Penalty: 30257.314453
Iteration 53Q: 16 clusters Score -2.94283e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15831 members 
Mstep: Class 3 contains 24428 members 
Mstep: Class 4 contains 2319 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 14 contains 5231 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 18 contains 10104 members 
Mstep: Class 19 contains 160335 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428452.000000 Penalty: 30257.314453
Iteration 54Q: 16 clusters Score -2.942845e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15812 members 
Mstep: Class 3 contains 24357 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 160236 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428528.000000 Penalty: 30257.314453
Iteration 55Q: 16 clusters Score -2.942853e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15797 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 13067 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1819 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 10109 members 
Mstep: Class 19 contains 160134 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428578.000000 Penalty: 30257.314453
Iteration 56Q: 16 clusters Score -2.942858e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15786 members 
Mstep: Class 3 contains 24221 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 13056 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 14 contains 5711 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 160035 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428626.000000 Penalty: 30257.314453
Iteration 57Q: 16 clusters Score -2.942863e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15781 members 
Mstep: Class 3 contains 24172 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 13042 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 10104 members 
Mstep: Class 19 contains 159955 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428688.000000 Penalty: 30257.314453
Iteration 58Q: 16 clusters Score -2.942869e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15766 members 
Mstep: Class 3 contains 24144 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 13035 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 6777 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 159867 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428708.000000 Penalty: 30257.314453
Iteration 59Q: 16 clusters Score -2.942871e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 24121 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 13028 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1832 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 159782 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428854.000000 Penalty: 30257.314453
Iteration 60F: 16 clusters Score -2.942885e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15750 members 
Mstep: Class 3 contains 24092 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 13027 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 159642 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428980.000000 Penalty: 30257.314453
Iteration 61Q: 16 clusters Score -2.942898e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 24069 members 
Mstep: Class 4 contains 2326 members 
Mstep: Class 5 contains 13023 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1835 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 10092 members 
Mstep: Class 19 contains 159479 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429150.000000 Penalty: 30257.314453
Iteration 62Q: 16 clusters Score -2.942915e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15745 members 
Mstep: Class 3 contains 24036 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 13018 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 1835 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 18 contains 10091 members 
Mstep: Class 19 contains 159305 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429310.000000 Penalty: 30257.314453
Iteration 63Q: 16 clusters Score -2.942931e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15744 members 
Mstep: Class 3 contains 24006 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 13006 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 1835 members 
Mstep: Class 14 contains 6848 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 17 contains 6798 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 159139 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429418.000000 Penalty: 30257.314453
Iteration 64Q: 16 clusters Score -2.942942e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15737 members 
Mstep: Class 3 contains 23974 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 12990 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1837 members 
Mstep: Class 14 contains 7053 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 10074 members 
Mstep: Class 19 contains 158970 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429486.000000 Penalty: 30257.314453
Iteration 65Q: 16 clusters Score -2.942949e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15733 members 
Mstep: Class 3 contains 23932 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 12979 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1838 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 158825 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429576.000000 Penalty: 30257.314453
Iteration 66Q: 16 clusters Score -2.942958e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15728 members 
Mstep: Class 3 contains 23905 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1840 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 158675 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429690.000000 Penalty: 30257.314453
Iteration 67Q: 16 clusters Score -2.942969e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15719 members 
Mstep: Class 3 contains 23864 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 12971 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 14 contains 7615 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 158533 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429810.000000 Penalty: 30257.314453
Iteration 68Q: 16 clusters Score -2.942981e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15715 members 
Mstep: Class 3 contains 23847 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 12967 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 2240 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 10038 members 
Mstep: Class 19 contains 158386 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429870.000000 Penalty: 30257.314453
Iteration 69Q: 16 clusters Score -2.942987e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15710 members 
Mstep: Class 3 contains 23825 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 12959 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 158250 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429918.000000 Penalty: 30257.314453
Iteration 70Q: 16 clusters Score -2.942992e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15707 members 
Mstep: Class 3 contains 23811 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 12956 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 14 contains 8079 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 158122 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429998.000000 Penalty: 30257.314453
Iteration 71Q: 16 clusters Score -2.943e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15702 members 
Mstep: Class 3 contains 23800 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 12952 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8236 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 157989 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430126.000000 Penalty: 30257.314453
Iteration 72Q: 16 clusters Score -2.943013e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 23780 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 12958 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 10009 members 
Mstep: Class 19 contains 157870 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430160.000000 Penalty: 30257.314453
Iteration 73Q: 16 clusters Score -2.943016e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 3 contains 23771 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 12954 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 2258 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 157767 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430256.000000 Penalty: 30257.314453
Iteration 74Q: 16 clusters Score -2.943026e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15696 members 
Mstep: Class 3 contains 23768 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 157680 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430294.000000 Penalty: 30257.314453
Iteration 75Q: 16 clusters Score -2.943029e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 23760 members 
Mstep: Class 4 contains 2390 members 
Mstep: Class 5 contains 12940 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 157582 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430322.000000 Penalty: 30257.314453
Iteration 76Q: 16 clusters Score -2.943032e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15688 members 
Mstep: Class 3 contains 23746 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8881 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 157501 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430348.000000 Penalty: 30257.314453
Iteration 77Q: 16 clusters Score -2.943035e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15683 members 
Mstep: Class 3 contains 23741 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 19 contains 157430 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430362.000000 Penalty: 30257.314453
Iteration 78Q: 16 clusters Score -2.943036e+07 nChanged 193
Entering ConstructFrom: 
Score: -29430362.000000 Penalty: 30257.314453
Entering ConstructFrom: 
Trying to split cluster 1 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -239096.593750 Penalty: 1240.343872
	Iteration 0F: 2 clusters Score -239096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236969.250000 Penalty: 2480.687744
	Iteration 0F: 3 clusters Score -236969.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237426.218750 Penalty: 2480.687744
	Iteration 1F: 3 clusters Score -237426.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -237530.781250 Penalty: 2480.687744
	Iteration 2F: 3 clusters Score -237530.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237587.625000 Penalty: 2480.687744
	Iteration 3Q: 3 clusters Score -237587.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237628.375000 Penalty: 2480.687744
	Iteration 4Q: 3 clusters Score -237628.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237655.375000 Penalty: 2480.687744
	Iteration 5Q: 3 clusters Score -237655.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -237677.921875 Penalty: 2480.687744
	Iteration 6Q: 3 clusters Score -237677.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -237691.359375 Penalty: 2480.687744
	Iteration 7Q: 3 clusters Score -237691.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -237697.656250 Penalty: 2480.687744
	Iteration 8Q: 3 clusters Score -237697.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -237702.687500 Penalty: 2480.687744
	Iteration 9Q: 3 clusters Score -237702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -237706.437500 Penalty: 2480.687744
	Iteration 10Q: 3 clusters Score -237706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237709.828125 Penalty: 2480.687744
	Iteration 11Q: 3 clusters Score -237709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237712.156250 Penalty: 2480.687744
	Iteration 12Q: 3 clusters Score -237712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237714.890625 Penalty: 2480.687744
	Iteration 13Q: 3 clusters Score -237714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237717.671875 Penalty: 2480.687744
	Iteration 14Q: 3 clusters Score -237717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237719.156250 Penalty: 2480.687744
	Iteration 15Q: 3 clusters Score -237719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237720.093750 Penalty: 2480.687744
	Iteration 16Q: 3 clusters Score -237720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237720.281250 Penalty: 2480.687744
	Iteration 17Q: 3 clusters Score -237720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237720.281250 Penalty: 2480.687744
	Iteration 18F: 3 clusters Score -237720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Entering Unmasked Estep 
Score: -1831405.125000 Penalty: 1569.700439
	Iteration 0F: 2 clusters Score -1831405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1820618.750000 Penalty: 3139.400879
	Iteration 0F: 3 clusters Score -1820619 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1824430.125000 Penalty: 3139.400879
	Iteration 1F: 3 clusters Score -1824430 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1824749.375000 Penalty: 3139.400879
	Iteration 2F: 3 clusters Score -1824749 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1825064.750000 Penalty: 3139.400879
	Iteration 3Q: 3 clusters Score -1825065 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1825401.125000 Penalty: 3139.400879
	Iteration 4Q: 3 clusters Score -1825401 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1825734.625000 Penalty: 3139.400879
	Iteration 5Q: 3 clusters Score -1825735 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1826061.250000 Penalty: 3139.400879
	Iteration 6Q: 3 clusters Score -1826061 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1826337.375000 Penalty: 3139.400879
	Iteration 7Q: 3 clusters Score -1826337 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1826550.500000 Penalty: 3139.400879
	Iteration 8Q: 3 clusters Score -1826550 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1826749.125000 Penalty: 3139.400879
	Iteration 9Q: 3 clusters Score -1826749 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1826942.875000 Penalty: 3139.400879
	Iteration 10Q: 3 clusters Score -1826943 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1827160.125000 Penalty: 3139.400879
	Iteration 11Q: 3 clusters Score -1827160 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1827348.500000 Penalty: 3139.400879
	Iteration 12Q: 3 clusters Score -1827348 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1827528.125000 Penalty: 3139.400879
	Iteration 13Q: 3 clusters Score -1827528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1827693.125000 Penalty: 3139.400879
	Iteration 14Q: 3 clusters Score -1827693 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1827826.625000 Penalty: 3139.400879
	Iteration 15Q: 3 clusters Score -1827827 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1827907.875000 Penalty: 3139.400879
	Iteration 16Q: 3 clusters Score -1827908 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1827953.125000 Penalty: 3139.400879
	Iteration 17Q: 3 clusters Score -1827953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1827978.500000 Penalty: 3139.400879
	Iteration 18Q: 3 clusters Score -1827978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1828007.875000 Penalty: 3139.400879
	Iteration 19Q: 3 clusters Score -1828008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1828027.625000 Penalty: 3139.400879
	Iteration 20F: 3 clusters Score -1828028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1828051.875000 Penalty: 3139.400879
	Iteration 21Q: 3 clusters Score -1828052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1828068.750000 Penalty: 3139.400879
	Iteration 22Q: 3 clusters Score -1828069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1828091.125000 Penalty: 3139.400879
	Iteration 23Q: 3 clusters Score -1828091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1828113.000000 Penalty: 3139.400879
	Iteration 24Q: 3 clusters Score -1828113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1828134.500000 Penalty: 3139.400879
	Iteration 25Q: 3 clusters Score -1828134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1828164.875000 Penalty: 3139.400879
	Iteration 26Q: 3 clusters Score -1828165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1828195.875000 Penalty: 3139.400879
	Iteration 27Q: 3 clusters Score -1828196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1828221.875000 Penalty: 3139.400879
	Iteration 28Q: 3 clusters Score -1828222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1828249.500000 Penalty: 3139.400879
	Iteration 29Q: 3 clusters Score -1828250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1828278.375000 Penalty: 3139.400879
	Iteration 30Q: 3 clusters Score -1828278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1828310.250000 Penalty: 3139.400879
	Iteration 31Q: 3 clusters Score -1828310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1828339.125000 Penalty: 3139.400879
	Iteration 32Q: 3 clusters Score -1828339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1828382.750000 Penalty: 3139.400879
	Iteration 33Q: 3 clusters Score -1828383 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1828428.375000 Penalty: 3139.400879
	Iteration 34Q: 3 clusters Score -1828428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1828469.625000 Penalty: 3139.400879
	Iteration 35Q: 3 clusters Score -1828470 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1828500.000000 Penalty: 3139.400879
	Iteration 36Q: 3 clusters Score -1828500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1828550.625000 Penalty: 3139.400879
	Iteration 37Q: 3 clusters Score -1828551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1828594.500000 Penalty: 3139.400879
	Iteration 38Q: 3 clusters Score -1828594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1828638.750000 Penalty: 3139.400879
	Iteration 39Q: 3 clusters Score -1828639 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1828688.750000 Penalty: 3139.400879
	Iteration 40F: 3 clusters Score -1828689 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1828754.875000 Penalty: 3139.400879
	Iteration 41Q: 3 clusters Score -1828755 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1828837.000000 Penalty: 3139.400879
	Iteration 42Q: 3 clusters Score -1828837 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1828940.375000 Penalty: 3139.400879
	Iteration 43Q: 3 clusters Score -1828940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1829024.125000 Penalty: 3139.400879
	Iteration 44Q: 3 clusters Score -1829024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1829111.500000 Penalty: 3139.400879
	Iteration 45Q: 3 clusters Score -1829112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1829197.375000 Penalty: 3139.400879
	Iteration 46Q: 3 clusters Score -1829197 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1829289.375000 Penalty: 3139.400879
	Iteration 47Q: 3 clusters Score -1829289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1829381.125000 Penalty: 3139.400879
	Iteration 48Q: 3 clusters Score -1829381 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1829475.500000 Penalty: 3139.400879
	Iteration 49Q: 3 clusters Score -1829476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1829576.750000 Penalty: 3139.400879
	Iteration 50Q: 3 clusters Score -1829577 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1829664.250000 Penalty: 3139.400879
	Iteration 51Q: 3 clusters Score -1829664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1829736.750000 Penalty: 3139.400879
	Iteration 52Q: 3 clusters Score -1829737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1829791.500000 Penalty: 3139.400879
	Iteration 53Q: 3 clusters Score -1829792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1829837.250000 Penalty: 3139.400879
	Iteration 54Q: 3 clusters Score -1829837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1829879.875000 Penalty: 3139.400879
	Iteration 55Q: 3 clusters Score -1829880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1829915.875000 Penalty: 3139.400879
	Iteration 56Q: 3 clusters Score -1829916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1829945.625000 Penalty: 3139.400879
	Iteration 57Q: 3 clusters Score -1829946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1829972.625000 Penalty: 3139.400879
	Iteration 58Q: 3 clusters Score -1829973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1829981.125000 Penalty: 3139.400879
	Iteration 59Q: 3 clusters Score -1829981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1829983.500000 Penalty: 3139.400879
	Iteration 60F: 3 clusters Score -1829984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1829988.875000 Penalty: 3139.400879
	Iteration 61Q: 3 clusters Score -1829989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1829993.875000 Penalty: 3139.400879
	Iteration 62Q: 3 clusters Score -1829994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1829997.250000 Penalty: 3139.400879
	Iteration 63Q: 3 clusters Score -1829997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1829999.000000 Penalty: 3139.400879
	Iteration 64Q: 3 clusters Score -1829999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1830000.000000 Penalty: 3139.400879
	Iteration 65Q: 3 clusters Score -1830000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1830007.875000 Penalty: 3139.400879
	Iteration 66Q: 3 clusters Score -1830008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1830010.000000 Penalty: 3139.400879
	Iteration 67Q: 3 clusters Score -1830010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1830013.500000 Penalty: 3139.400879
	Iteration 68Q: 3 clusters Score -1830014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1830019.875000 Penalty: 3139.400879
	Iteration 69Q: 3 clusters Score -1830020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1830023.500000 Penalty: 3139.400879
	Iteration 70Q: 3 clusters Score -1830024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1830025.750000 Penalty: 3139.400879
	Iteration 71Q: 3 clusters Score -1830026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1830029.125000 Penalty: 3139.400879
	Iteration 72Q: 3 clusters Score -1830029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1830029.750000 Penalty: 3139.400879
	Iteration 73Q: 3 clusters Score -1830030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1830032.625000 Penalty: 3139.400879
	Iteration 74Q: 3 clusters Score -1830033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1830036.750000 Penalty: 3139.400879
	Iteration 75Q: 3 clusters Score -1830037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1830037.875000 Penalty: 3139.400879
	Iteration 76Q: 3 clusters Score -1830038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1830038.000000 Penalty: 3139.400879
	Iteration 77Q: 3 clusters Score -1830038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1830039.250000 Penalty: 3139.400879
	Iteration 78Q: 3 clusters Score -1830039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1830041.000000 Penalty: 3139.400879
	Iteration 79Q: 3 clusters Score -1830041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1830041.875000 Penalty: 3139.400879
	Iteration 80F: 3 clusters Score -1830042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Entering Unmasked Estep 
Score: -2895594.500000 Penalty: 1637.160156
	Iteration 0F: 2 clusters Score -2895594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2879423.000000 Penalty: 3274.320312
	Iteration 0F: 3 clusters Score -2879423 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2885390.500000 Penalty: 3274.320312
	Iteration 1F: 3 clusters Score -2885390 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2885858.250000 Penalty: 3274.320312
	Iteration 2F: 3 clusters Score -2885858 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2886240.750000 Penalty: 3274.320312
	Iteration 3Q: 3 clusters Score -2886241 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2886597.750000 Penalty: 3274.320312
	Iteration 4Q: 3 clusters Score -2886598 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2886914.250000 Penalty: 3274.320312
	Iteration 5Q: 3 clusters Score -2886914 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2887231.750000 Penalty: 3274.320312
	Iteration 6Q: 3 clusters Score -2887232 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2887531.750000 Penalty: 3274.320312
	Iteration 7Q: 3 clusters Score -2887532 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2887876.250000 Penalty: 3274.320312
	Iteration 8Q: 3 clusters Score -2887876 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2888300.750000 Penalty: 3274.320312
	Iteration 9Q: 3 clusters Score -2888301 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2888843.750000 Penalty: 3274.320312
	Iteration 10Q: 3 clusters Score -2888844 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2889569.250000 Penalty: 3274.320312
	Iteration 11Q: 3 clusters Score -2889569 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2890494.750000 Penalty: 3274.320312
	Iteration 12F: 3 clusters Score -2890495 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2891557.500000 Penalty: 3274.320312
	Iteration 13F: 3 clusters Score -2891558 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2892541.750000 Penalty: 3274.320312
	Iteration 14Q: 3 clusters Score -2892542 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2893231.750000 Penalty: 3274.320312
	Iteration 15Q: 3 clusters Score -2893232 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2893670.250000 Penalty: 3274.320312
	Iteration 16Q: 3 clusters Score -2893670 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2893879.000000 Penalty: 3274.320312
	Iteration 17Q: 3 clusters Score -2893879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2894001.500000 Penalty: 3274.320312
	Iteration 18Q: 3 clusters Score -2894002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2894057.750000 Penalty: 3274.320312
	Iteration 19Q: 3 clusters Score -2894058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2894103.000000 Penalty: 3274.320312
	Iteration 20F: 3 clusters Score -2894103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2894144.250000 Penalty: 3274.320312
	Iteration 21Q: 3 clusters Score -2894144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2894170.500000 Penalty: 3274.320312
	Iteration 22Q: 3 clusters Score -2894170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2894189.750000 Penalty: 3274.320312
	Iteration 23Q: 3 clusters Score -2894190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2894198.000000 Penalty: 3274.320312
	Iteration 24Q: 3 clusters Score -2894198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2894208.500000 Penalty: 3274.320312
	Iteration 25Q: 3 clusters Score -2894208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2894218.000000 Penalty: 3274.320312
	Iteration 26Q: 3 clusters Score -2894218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2894218.250000 Penalty: 3274.320312
	Iteration 27Q: 3 clusters Score -2894218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2894218.000000 Penalty: 3274.320312
	Iteration 28Q: 3 clusters Score -2894218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2894218.000000 Penalty: 3274.320312
	Iteration 29F: 3 clusters Score -2894218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -297031.531250 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -297031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294669.531250 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -294669.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -295244.312500 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -295244.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -295342.250000 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -295342.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -295393.468750 Penalty: 2529.141357
	Iteration 3Q: 3 clusters Score -295393.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -295441.812500 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -295441.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -295481.062500 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -295481.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295516.531250 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -295516.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -295545.875000 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -295545.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295571.500000 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -295571.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -295587.187500 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -295587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -295598.375000 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -295598.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -295614.031250 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -295614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -295628.437500 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -295628.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295639.031250 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -295639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295645.312500 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -295645.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -295655.500000 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -295655.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295661.968750 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -295662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295666.968750 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -295667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295669.000000 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -295669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295670.437500 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -295670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -295673.500000 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -295673.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -295676.718750 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -295676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -295679.250000 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -295679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295680.968750 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -295681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295683.187500 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -295683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295685.750000 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -295685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295688.625000 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -295688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295691.718750 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -295691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295695.656250 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -295695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -295699.093750 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -295699.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -295704.875000 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -295704.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -295714.750000 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -295714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -295725.750000 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -295725.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295734.875000 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -295734.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -295746.875000 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -295746.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295758.218750 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -295758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -295779.718750 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -295779.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -295803.062500 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -295803.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295823.812500 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -295823.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295842.562500 Penalty: 2529.141357
	Iteration 39Q: 3 clusters Score -295842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295863.187500 Penalty: 2529.141357
	Iteration 40F: 3 clusters Score -295863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -295875.218750 Penalty: 2529.141357
	Iteration 41Q: 3 clusters Score -295875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -295888.656250 Penalty: 2529.141357
	Iteration 42Q: 3 clusters Score -295888.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -295900.375000 Penalty: 2529.141357
	Iteration 43Q: 3 clusters Score -295900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -295907.906250 Penalty: 2529.141357
	Iteration 44Q: 3 clusters Score -295907.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -295919.625000 Penalty: 2529.141357
	Iteration 45Q: 3 clusters Score -295919.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295931.062500 Penalty: 2529.141357
	Iteration 46Q: 3 clusters Score -295931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -295940.000000 Penalty: 2529.141357
	Iteration 47Q: 3 clusters Score -295940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -295949.968750 Penalty: 2529.141357
	Iteration 48Q: 3 clusters Score -295950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -295960.312500 Penalty: 2529.141357
	Iteration 49Q: 3 clusters Score -295960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -295971.031250 Penalty: 2529.141357
	Iteration 50Q: 3 clusters Score -295971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295978.531250 Penalty: 2529.141357
	Iteration 51Q: 3 clusters Score -295978.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -295984.062500 Penalty: 2529.141357
	Iteration 52Q: 3 clusters Score -295984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -295995.000000 Penalty: 2529.141357
	Iteration 53Q: 3 clusters Score -295995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -296004.875000 Penalty: 2529.141357
	Iteration 54Q: 3 clusters Score -296004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -296009.843750 Penalty: 2529.141357
	Iteration 55Q: 3 clusters Score -296009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -296014.093750 Penalty: 2529.141357
	Iteration 56Q: 3 clusters Score -296014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -296018.812500 Penalty: 2529.141357
	Iteration 57Q: 3 clusters Score -296018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -296022.750000 Penalty: 2529.141357
	Iteration 58Q: 3 clusters Score -296022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -296025.562500 Penalty: 2529.141357
	Iteration 59Q: 3 clusters Score -296025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -296026.406250 Penalty: 2529.141357
	Iteration 60F: 3 clusters Score -296026.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Entering Unmasked Estep 
Score: -1594055.875000 Penalty: 1538.525146
	Iteration 0F: 2 clusters Score -1594056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1585059.875000 Penalty: 3077.050293
	Iteration 0F: 3 clusters Score -1585060 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1588078.500000 Penalty: 3077.050293
	Iteration 1F: 3 clusters Score -1588078 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1588313.375000 Penalty: 3077.050293
	Iteration 2Q: 3 clusters Score -1588313 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1588516.125000 Penalty: 3077.050293
	Iteration 3Q: 3 clusters Score -1588516 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1588702.750000 Penalty: 3077.050293
	Iteration 4Q: 3 clusters Score -1588703 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1588887.250000 Penalty: 3077.050293
	Iteration 5Q: 3 clusters Score -1588887 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1589080.125000 Penalty: 3077.050293
	Iteration 6Q: 3 clusters Score -1589080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1589254.000000 Penalty: 3077.050293
	Iteration 7Q: 3 clusters Score -1589254 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1589442.250000 Penalty: 3077.050293
	Iteration 8Q: 3 clusters Score -1589442 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1589661.000000 Penalty: 3077.050293
	Iteration 9Q: 3 clusters Score -1589661 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1589918.375000 Penalty: 3077.050293
	Iteration 10Q: 3 clusters Score -1589918 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1590219.250000 Penalty: 3077.050293
	Iteration 11Q: 3 clusters Score -1590219 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1590561.500000 Penalty: 3077.050293
	Iteration 12Q: 3 clusters Score -1590562 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1590850.250000 Penalty: 3077.050293
	Iteration 13Q: 3 clusters Score -1590850 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1591073.000000 Penalty: 3077.050293
	Iteration 14Q: 3 clusters Score -1591073 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1591231.375000 Penalty: 3077.050293
	Iteration 15Q: 3 clusters Score -1591231 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1591356.875000 Penalty: 3077.050293
	Iteration 16Q: 3 clusters Score -1591357 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1591453.875000 Penalty: 3077.050293
	Iteration 17Q: 3 clusters Score -1591454 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1591524.625000 Penalty: 3077.050293
	Iteration 18Q: 3 clusters Score -1591525 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1591602.625000 Penalty: 3077.050293
	Iteration 19Q: 3 clusters Score -1591603 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1591669.125000 Penalty: 3077.050293
	Iteration 20F: 3 clusters Score -1591669 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1591732.875000 Penalty: 3077.050293
	Iteration 21Q: 3 clusters Score -1591733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1591794.625000 Penalty: 3077.050293
	Iteration 22Q: 3 clusters Score -1591795 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1591851.500000 Penalty: 3077.050293
	Iteration 23Q: 3 clusters Score -1591852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1591914.250000 Penalty: 3077.050293
	Iteration 24Q: 3 clusters Score -1591914 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1591966.000000 Penalty: 3077.050293
	Iteration 25Q: 3 clusters Score -1591966 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1592013.500000 Penalty: 3077.050293
	Iteration 26Q: 3 clusters Score -1592014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1592061.625000 Penalty: 3077.050293
	Iteration 27Q: 3 clusters Score -1592062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1592132.500000 Penalty: 3077.050293
	Iteration 28Q: 3 clusters Score -1592132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1592205.625000 Penalty: 3077.050293
	Iteration 29Q: 3 clusters Score -1592206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1592259.500000 Penalty: 3077.050293
	Iteration 30Q: 3 clusters Score -1592260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1592307.500000 Penalty: 3077.050293
	Iteration 31Q: 3 clusters Score -1592308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1592354.000000 Penalty: 3077.050293
	Iteration 32Q: 3 clusters Score -1592354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1592395.250000 Penalty: 3077.050293
	Iteration 33Q: 3 clusters Score -1592395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1592430.250000 Penalty: 3077.050293
	Iteration 34Q: 3 clusters Score -1592430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1592467.500000 Penalty: 3077.050293
	Iteration 35Q: 3 clusters Score -1592468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1592498.500000 Penalty: 3077.050293
	Iteration 36Q: 3 clusters Score -1592498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1592524.625000 Penalty: 3077.050293
	Iteration 37Q: 3 clusters Score -1592525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1592553.750000 Penalty: 3077.050293
	Iteration 38Q: 3 clusters Score -1592554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1592581.000000 Penalty: 3077.050293
	Iteration 39Q: 3 clusters Score -1592581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1592599.125000 Penalty: 3077.050293
	Iteration 40F: 3 clusters Score -1592599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1592615.625000 Penalty: 3077.050293
	Iteration 41Q: 3 clusters Score -1592616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1592630.500000 Penalty: 3077.050293
	Iteration 42Q: 3 clusters Score -1592630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1592649.000000 Penalty: 3077.050293
	Iteration 43Q: 3 clusters Score -1592649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1592664.625000 Penalty: 3077.050293
	Iteration 44Q: 3 clusters Score -1592665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1592674.625000 Penalty: 3077.050293
	Iteration 45Q: 3 clusters Score -1592675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1592688.125000 Penalty: 3077.050293
	Iteration 46Q: 3 clusters Score -1592688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1592696.875000 Penalty: 3077.050293
	Iteration 47Q: 3 clusters Score -1592697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1592706.000000 Penalty: 3077.050293
	Iteration 48Q: 3 clusters Score -1592706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1592711.250000 Penalty: 3077.050293
	Iteration 49Q: 3 clusters Score -1592711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1592714.625000 Penalty: 3077.050293
	Iteration 50Q: 3 clusters Score -1592715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1592727.125000 Penalty: 3077.050293
	Iteration 51Q: 3 clusters Score -1592727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1592733.500000 Penalty: 3077.050293
	Iteration 52Q: 3 clusters Score -1592734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1592742.750000 Penalty: 3077.050293
	Iteration 53Q: 3 clusters Score -1592743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1592746.625000 Penalty: 3077.050293
	Iteration 54Q: 3 clusters Score -1592747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1592756.125000 Penalty: 3077.050293
	Iteration 55Q: 3 clusters Score -1592756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1592760.500000 Penalty: 3077.050293
	Iteration 56Q: 3 clusters Score -1592760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1592767.000000 Penalty: 3077.050293
	Iteration 57Q: 3 clusters Score -1592767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1592766.000000 Penalty: 3077.050293
	Iteration 58Q: 3 clusters Score -1592766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1592769.875000 Penalty: 3077.050293
	Iteration 59Q: 3 clusters Score -1592770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1592775.875000 Penalty: 3077.050293
	Iteration 60F: 3 clusters Score -1592776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1592780.000000 Penalty: 3077.050293
	Iteration 61Q: 3 clusters Score -1592780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1592783.000000 Penalty: 3077.050293
	Iteration 62Q: 3 clusters Score -1592783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1592785.625000 Penalty: 3077.050293
	Iteration 63Q: 3 clusters Score -1592786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1592785.000000 Penalty: 3077.050293
	Iteration 64Q: 3 clusters Score -1592785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1592789.375000 Penalty: 3077.050293
	Iteration 65Q: 3 clusters Score -1592789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1592792.500000 Penalty: 3077.050293
	Iteration 66Q: 3 clusters Score -1592792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1592797.500000 Penalty: 3077.050293
	Iteration 67Q: 3 clusters Score -1592798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1592802.250000 Penalty: 3077.050293
	Iteration 68Q: 3 clusters Score -1592802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1592804.125000 Penalty: 3077.050293
	Iteration 69Q: 3 clusters Score -1592804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1592803.625000 Penalty: 3077.050293
	Iteration 70Q: 3 clusters Score -1592804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1592808.375000 Penalty: 3077.050293
	Iteration 71Q: 3 clusters Score -1592808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1592807.250000 Penalty: 3077.050293
	Iteration 72Q: 3 clusters Score -1592807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1592807.250000 Penalty: 3077.050293
	Iteration 73F: 3 clusters Score -1592807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -44589.023438 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -44589.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43636.015625 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -43636.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43849.175781 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -43849.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43923.960938 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -43923.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43944.972656 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -43944.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43958.054688 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -43958.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43975.523438 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -43975.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43982.468750 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -43982.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43987.660156 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -43987.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43990.703125 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -43990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43991.750000 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -43991.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43991.750000 Penalty: 1978.939697
	Iteration 10F: 3 clusters Score -43991.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 139 members 
Entering Unmasked Estep 
Score: -42518.941406 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42518.94 nChanged 47
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: -42614.082031 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42614.08 nChanged 13
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: -42635.515625 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42635.52 nChanged 6
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: -42654.878906 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42654.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42664.328125 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -42664.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42664.328125 Penalty: 1859.101318
	Iteration 5F: 3 clusters Score -42664.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -124823.585938 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -124823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -123292.906250 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -123292.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123559.500000 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -123559.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123635.085938 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -123635.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123681.843750 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -123681.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123712.765625 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -123712.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123728.414062 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -123728.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123747.156250 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -123747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123751.609375 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -123751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123754.296875 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -123754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123755.851562 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -123755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123756.195312 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -123756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123756.265625 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -123756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123757.101562 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -123757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123759.000000 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -123759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123762.437500 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -123762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123765.507812 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -123765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123768.992188 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -123769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123772.523438 Penalty: 2270.032715
	Iteration 17Q: 3 clusters Score -123772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123777.046875 Penalty: 2270.032715
	Iteration 18Q: 3 clusters Score -123777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123783.343750 Penalty: 2270.032715
	Iteration 19Q: 3 clusters Score -123783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123785.875000 Penalty: 2270.032715
	Iteration 20F: 3 clusters Score -123785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123788.132812 Penalty: 2270.032715
	Iteration 21Q: 3 clusters Score -123788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123788.695312 Penalty: 2270.032715
	Iteration 22Q: 3 clusters Score -123788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123791.617188 Penalty: 2270.032715
	Iteration 23Q: 3 clusters Score -123791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123794.335938 Penalty: 2270.032715
	Iteration 24Q: 3 clusters Score -123794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123795.484375 Penalty: 2270.032715
	Iteration 25Q: 3 clusters Score -123795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123795.921875 Penalty: 2270.032715
	Iteration 26Q: 3 clusters Score -123795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123796.101562 Penalty: 2270.032715
	Iteration 27Q: 3 clusters Score -123796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123796.101562 Penalty: 2270.032715
	Iteration 28F: 3 clusters Score -123796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -206188.312500 Penalty: 1222.038086
	Iteration 0F: 2 clusters Score -206188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -204270.375000 Penalty: 2444.076172
	Iteration 0F: 3 clusters Score -204270.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -204804.000000 Penalty: 2444.076172
	Iteration 1F: 3 clusters Score -204804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -205015.421875 Penalty: 2444.076172
	Iteration 2F: 3 clusters Score -205015.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -205177.281250 Penalty: 2444.076172
	Iteration 3F: 3 clusters Score -205177.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -205322.109375 Penalty: 2444.076172
	Iteration 4F: 3 clusters Score -205322.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -205399.187500 Penalty: 2444.076172
	Iteration 5Q: 3 clusters Score -205399.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -205450.265625 Penalty: 2444.076172
	Iteration 6Q: 3 clusters Score -205450.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -205481.218750 Penalty: 2444.076172
	Iteration 7Q: 3 clusters Score -205481.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -205497.250000 Penalty: 2444.076172
	Iteration 8Q: 3 clusters Score -205497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -205511.687500 Penalty: 2444.076172
	Iteration 9Q: 3 clusters Score -205511.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -205520.500000 Penalty: 2444.076172
	Iteration 10Q: 3 clusters Score -205520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -205526.187500 Penalty: 2444.076172
	Iteration 11Q: 3 clusters Score -205526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -205533.500000 Penalty: 2444.076172
	Iteration 12Q: 3 clusters Score -205533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205543.953125 Penalty: 2444.076172
	Iteration 13Q: 3 clusters Score -205544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -205554.765625 Penalty: 2444.076172
	Iteration 14Q: 3 clusters Score -205554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205565.281250 Penalty: 2444.076172
	Iteration 15Q: 3 clusters Score -205565.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205579.562500 Penalty: 2444.076172
	Iteration 16Q: 3 clusters Score -205579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -205584.968750 Penalty: 2444.076172
	Iteration 17Q: 3 clusters Score -205585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -205589.953125 Penalty: 2444.076172
	Iteration 18Q: 3 clusters Score -205590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -205592.343750 Penalty: 2444.076172
	Iteration 19Q: 3 clusters Score -205592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -205594.500000 Penalty: 2444.076172
	Iteration 20F: 3 clusters Score -205594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -205594.781250 Penalty: 2444.076172
	Iteration 21Q: 3 clusters Score -205594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -205595.625000 Penalty: 2444.076172
	Iteration 22Q: 3 clusters Score -205595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -205595.937500 Penalty: 2444.076172
	Iteration 23Q: 3 clusters Score -205595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -205595.937500 Penalty: 2444.076172
	Iteration 24F: 3 clusters Score -205595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Entering Unmasked Estep 
Score: -1095746.000000 Penalty: 1481.033081
	Iteration 0F: 2 clusters Score -1095746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1089188.750000 Penalty: 2962.066162
	Iteration 0F: 3 clusters Score -1089189 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1091249.125000 Penalty: 2962.066162
	Iteration 1F: 3 clusters Score -1091249 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1091502.000000 Penalty: 2962.066162
	Iteration 2F: 3 clusters Score -1091502 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1091714.000000 Penalty: 2962.066162
	Iteration 3F: 3 clusters Score -1091714 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1091881.750000 Penalty: 2962.066162
	Iteration 4Q: 3 clusters Score -1091882 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1092031.375000 Penalty: 2962.066162
	Iteration 5Q: 3 clusters Score -1092031 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1092194.625000 Penalty: 2962.066162
	Iteration 6Q: 3 clusters Score -1092195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1092348.875000 Penalty: 2962.066162
	Iteration 7Q: 3 clusters Score -1092349 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1092482.250000 Penalty: 2962.066162
	Iteration 8Q: 3 clusters Score -1092482 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1092597.250000 Penalty: 2962.066162
	Iteration 9Q: 3 clusters Score -1092597 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1092742.625000 Penalty: 2962.066162
	Iteration 10Q: 3 clusters Score -1092743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1092923.250000 Penalty: 2962.066162
	Iteration 11Q: 3 clusters Score -1092923 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1093123.000000 Penalty: 2962.066162
	Iteration 12Q: 3 clusters Score -1093123 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1093316.250000 Penalty: 2962.066162
	Iteration 13Q: 3 clusters Score -1093316 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1093507.750000 Penalty: 2962.066162
	Iteration 14Q: 3 clusters Score -1093508 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1093703.500000 Penalty: 2962.066162
	Iteration 15Q: 3 clusters Score -1093704 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1093839.750000 Penalty: 2962.066162
	Iteration 16Q: 3 clusters Score -1093840 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1093951.750000 Penalty: 2962.066162
	Iteration 17Q: 3 clusters Score -1093952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1094060.875000 Penalty: 2962.066162
	Iteration 18Q: 3 clusters Score -1094061 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1094152.875000 Penalty: 2962.066162
	Iteration 19Q: 3 clusters Score -1094153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1094213.500000 Penalty: 2962.066162
	Iteration 20F: 3 clusters Score -1094214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1094277.125000 Penalty: 2962.066162
	Iteration 21Q: 3 clusters Score -1094277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1094333.875000 Penalty: 2962.066162
	Iteration 22Q: 3 clusters Score -1094334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1094383.000000 Penalty: 2962.066162
	Iteration 23Q: 3 clusters Score -1094383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1094415.000000 Penalty: 2962.066162
	Iteration 24Q: 3 clusters Score -1094415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1094438.500000 Penalty: 2962.066162
	Iteration 25Q: 3 clusters Score -1094438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1094451.500000 Penalty: 2962.066162
	Iteration 26Q: 3 clusters Score -1094452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1094466.375000 Penalty: 2962.066162
	Iteration 27Q: 3 clusters Score -1094466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1094474.750000 Penalty: 2962.066162
	Iteration 28Q: 3 clusters Score -1094475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1094485.875000 Penalty: 2962.066162
	Iteration 29Q: 3 clusters Score -1094486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1094496.375000 Penalty: 2962.066162
	Iteration 30Q: 3 clusters Score -1094496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1094500.750000 Penalty: 2962.066162
	Iteration 31Q: 3 clusters Score -1094501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1094503.250000 Penalty: 2962.066162
	Iteration 32Q: 3 clusters Score -1094503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1094504.375000 Penalty: 2962.066162
	Iteration 33Q: 3 clusters Score -1094504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1094505.250000 Penalty: 2962.066162
	Iteration 34Q: 3 clusters Score -1094505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1094506.125000 Penalty: 2962.066162
	Iteration 35Q: 3 clusters Score -1094506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1094507.125000 Penalty: 2962.066162
	Iteration 36Q: 3 clusters Score -1094507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1094508.000000 Penalty: 2962.066162
	Iteration 37Q: 3 clusters Score -1094508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1094508.000000 Penalty: 2962.066162
	Iteration 38F: 3 clusters Score -1094508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -276166.468750 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -276166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -273894.625000 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -273894.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274396.250000 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -274396.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -274478.437500 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -274478.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -274526.031250 Penalty: 2511.735107
	Iteration 3Q: 3 clusters Score -274526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -274569.375000 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -274569.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -274604.875000 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -274604.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -274635.562500 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -274635.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -274656.250000 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -274656.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274671.218750 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -274671.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -274689.093750 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -274689.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -274713.281250 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -274713.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -274738.906250 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -274738.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -274757.718750 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -274757.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -274778.531250 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -274778.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -274793.343750 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -274793.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -274811.281250 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -274811.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -274831.281250 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -274831.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -274843.687500 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -274843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -274856.218750 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -274856.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -274866.468750 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -274866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -274878.312500 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -274878.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -274893.281250 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -274893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -274906.593750 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -274906.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -274919.218750 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -274919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -274928.750000 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -274928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -274933.250000 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -274933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -274938.312500 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -274938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -274941.656250 Penalty: 2511.735107
	Iteration 27Q: 3 clusters Score -274941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -274945.000000 Penalty: 2511.735107
	Iteration 28Q: 3 clusters Score -274945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -274949.750000 Penalty: 2511.735107
	Iteration 29Q: 3 clusters Score -274949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -274955.218750 Penalty: 2511.735107
	Iteration 30Q: 3 clusters Score -274955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -274959.531250 Penalty: 2511.735107
	Iteration 31Q: 3 clusters Score -274959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -274964.437500 Penalty: 2511.735107
	Iteration 32Q: 3 clusters Score -274964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -274969.312500 Penalty: 2511.735107
	Iteration 33Q: 3 clusters Score -274969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -274971.656250 Penalty: 2511.735107
	Iteration 34Q: 3 clusters Score -274971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -274971.625000 Penalty: 2511.735107
	Iteration 35Q: 3 clusters Score -274971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -274971.625000 Penalty: 2511.735107
	Iteration 36F: 3 clusters Score -274971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -843137.250000 Penalty: 1435.153198
	Iteration 0F: 2 clusters Score -843137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -837971.437500 Penalty: 2870.306396
	Iteration 0F: 3 clusters Score -837971.4 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -839506.625000 Penalty: 2870.306396
	Iteration 1F: 3 clusters Score -839506.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -839722.625000 Penalty: 2870.306396
	Iteration 2F: 3 clusters Score -839722.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -839874.937500 Penalty: 2870.306396
	Iteration 3Q: 3 clusters Score -839874.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -840010.500000 Penalty: 2870.306396
	Iteration 4Q: 3 clusters Score -840010.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -840157.812500 Penalty: 2870.306396
	Iteration 5Q: 3 clusters Score -840157.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -840332.750000 Penalty: 2870.306396
	Iteration 6Q: 3 clusters Score -840332.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -840531.062500 Penalty: 2870.306396
	Iteration 7Q: 3 clusters Score -840531.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -840742.437500 Penalty: 2870.306396
	Iteration 8Q: 3 clusters Score -840742.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -840992.437500 Penalty: 2870.306396
	Iteration 9Q: 3 clusters Score -840992.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -841264.187500 Penalty: 2870.306396
	Iteration 10Q: 3 clusters Score -841264.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -841487.937500 Penalty: 2870.306396
	Iteration 11Q: 3 clusters Score -841487.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -841626.250000 Penalty: 2870.306396
	Iteration 12Q: 3 clusters Score -841626.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -841705.125000 Penalty: 2870.306396
	Iteration 13Q: 3 clusters Score -841705.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -841749.187500 Penalty: 2870.306396
	Iteration 14Q: 3 clusters Score -841749.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -841778.000000 Penalty: 2870.306396
	Iteration 15Q: 3 clusters Score -841778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -841804.437500 Penalty: 2870.306396
	Iteration 16Q: 3 clusters Score -841804.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -841826.437500 Penalty: 2870.306396
	Iteration 17Q: 3 clusters Score -841826.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -841840.250000 Penalty: 2870.306396
	Iteration 18Q: 3 clusters Score -841840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -841851.187500 Penalty: 2870.306396
	Iteration 19Q: 3 clusters Score -841851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -841858.375000 Penalty: 2870.306396
	Iteration 20F: 3 clusters Score -841858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -841867.500000 Penalty: 2870.306396
	Iteration 21Q: 3 clusters Score -841867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -841872.250000 Penalty: 2870.306396
	Iteration 22Q: 3 clusters Score -841872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -841879.750000 Penalty: 2870.306396
	Iteration 23Q: 3 clusters Score -841879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -841882.625000 Penalty: 2870.306396
	Iteration 24Q: 3 clusters Score -841882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -841882.750000 Penalty: 2870.306396
	Iteration 25Q: 3 clusters Score -841882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -841882.250000 Penalty: 2870.306396
	Iteration 26Q: 3 clusters Score -841882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -841882.375000 Penalty: 2870.306396
	Iteration 27Q: 3 clusters Score -841882.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -841882.375000 Penalty: 2870.306396
	Iteration 28F: 3 clusters Score -841882.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -1205640.750000 Penalty: 1494.850098
	Iteration 0F: 2 clusters Score -1205641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1198573.500000 Penalty: 2989.700195
	Iteration 0F: 3 clusters Score -1198574 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1200785.375000 Penalty: 2989.700195
	Iteration 1F: 3 clusters Score -1200785 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1201025.625000 Penalty: 2989.700195
	Iteration 2F: 3 clusters Score -1201026 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1201195.500000 Penalty: 2989.700195
	Iteration 3Q: 3 clusters Score -1201196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1201356.375000 Penalty: 2989.700195
	Iteration 4Q: 3 clusters Score -1201356 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1201518.500000 Penalty: 2989.700195
	Iteration 5Q: 3 clusters Score -1201518 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1201691.625000 Penalty: 2989.700195
	Iteration 6Q: 3 clusters Score -1201692 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1201942.500000 Penalty: 2989.700195
	Iteration 7Q: 3 clusters Score -1201942 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1202293.875000 Penalty: 2989.700195
	Iteration 8F: 3 clusters Score -1202294 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1202737.250000 Penalty: 2989.700195
	Iteration 9F: 3 clusters Score -1202737 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1203235.750000 Penalty: 2989.700195
	Iteration 10F: 3 clusters Score -1203236 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1203684.250000 Penalty: 2989.700195
	Iteration 11F: 3 clusters Score -1203684 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1204052.625000 Penalty: 2989.700195
	Iteration 12Q: 3 clusters Score -1204053 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1204290.375000 Penalty: 2989.700195
	Iteration 13Q: 3 clusters Score -1204290 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1204399.875000 Penalty: 2989.700195
	Iteration 14Q: 3 clusters Score -1204400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1204453.375000 Penalty: 2989.700195
	Iteration 15Q: 3 clusters Score -1204453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1204489.250000 Penalty: 2989.700195
	Iteration 16Q: 3 clusters Score -1204489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1204504.750000 Penalty: 2989.700195
	Iteration 17Q: 3 clusters Score -1204505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1204513.625000 Penalty: 2989.700195
	Iteration 18Q: 3 clusters Score -1204514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1204521.625000 Penalty: 2989.700195
	Iteration 19Q: 3 clusters Score -1204522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1204527.500000 Penalty: 2989.700195
	Iteration 20F: 3 clusters Score -1204528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1204530.875000 Penalty: 2989.700195
	Iteration 21Q: 3 clusters Score -1204531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1204536.000000 Penalty: 2989.700195
	Iteration 22Q: 3 clusters Score -1204536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1204536.625000 Penalty: 2989.700195
	Iteration 23Q: 3 clusters Score -1204537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1204538.625000 Penalty: 2989.700195
	Iteration 24Q: 3 clusters Score -1204539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1204538.625000 Penalty: 2989.700195
	Iteration 25F: 3 clusters Score -1204539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Entering Unmasked Estep 
Score: -19072218.000000 Penalty: 1944.503784
	Iteration 0F: 2 clusters Score -1.907222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -18977160.000000 Penalty: 3889.007568
	Iteration 0F: 3 clusters Score -1.897716e+07 nChanged 75976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -19021842.000000 Penalty: 3889.007568
	Iteration 1F: 3 clusters Score -1.902184e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -19023294.000000 Penalty: 3889.007568
	Iteration 2Q: 3 clusters Score -1.902329e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -19025472.000000 Penalty: 3889.007568
	Iteration 3Q: 3 clusters Score -1.902547e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -19028492.000000 Penalty: 3889.007568
	Iteration 4Q: 3 clusters Score -1.902849e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -19032130.000000 Penalty: 3889.007568
	Iteration 5F: 3 clusters Score -1.903213e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -19036846.000000 Penalty: 3889.007568
	Iteration 6F: 3 clusters Score -1.903685e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -19042260.000000 Penalty: 3889.007568
	Iteration 7F: 3 clusters Score -1.904226e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -19048044.000000 Penalty: 3889.007568
	Iteration 8F: 3 clusters Score -1.904804e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -19053262.000000 Penalty: 3889.007568
	Iteration 9F: 3 clusters Score -1.905326e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 130406 members 
Entering Unmasked Estep 
Score: -19057288.000000 Penalty: 3889.007568
	Iteration 10Q: 3 clusters Score -1.905729e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -19060240.000000 Penalty: 3889.007568
	Iteration 11Q: 3 clusters Score -1.906024e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 139618 members 
Entering Unmasked Estep 
Score: -19062498.000000 Penalty: 3889.007568
	Iteration 12Q: 3 clusters Score -1.90625e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 143039 members 
Entering Unmasked Estep 
Score: -19064404.000000 Penalty: 3889.007568
	Iteration 13Q: 3 clusters Score -1.90644e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -19065976.000000 Penalty: 3889.007568
	Iteration 14Q: 3 clusters Score -1.906598e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -19067302.000000 Penalty: 3889.007568
	Iteration 15Q: 3 clusters Score -1.90673e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -19068550.000000 Penalty: 3889.007568
	Iteration 16Q: 3 clusters Score -1.906855e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -19069438.000000 Penalty: 3889.007568
	Iteration 17Q: 3 clusters Score -1.906944e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 153255 members 
Entering Unmasked Estep 
Score: -19070032.000000 Penalty: 3889.007568
	Iteration 18Q: 3 clusters Score -1.907003e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -19070466.000000 Penalty: 3889.007568
	Iteration 19Q: 3 clusters Score -1.907047e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -19070824.000000 Penalty: 3889.007568
	Iteration 20F: 3 clusters Score -1.907082e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -19071024.000000 Penalty: 3889.007568
	Iteration 21Q: 3 clusters Score -1.907102e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -19071166.000000 Penalty: 3889.007568
	Iteration 22Q: 3 clusters Score -1.907117e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 155246 members 
Entering Unmasked Estep 
Score: -19071300.000000 Penalty: 3889.007568
	Iteration 23Q: 3 clusters Score -1.90713e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -19071380.000000 Penalty: 3889.007568
	Iteration 24Q: 3 clusters Score -1.907138e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -19071410.000000 Penalty: 3889.007568
	Iteration 25Q: 3 clusters Score -1.907141e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -19071446.000000 Penalty: 3889.007568
	Iteration 26Q: 3 clusters Score -1.907145e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -19071502.000000 Penalty: 3889.007568
	Iteration 27Q: 3 clusters Score -1.90715e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -19071536.000000 Penalty: 3889.007568
	Iteration 28Q: 3 clusters Score -1.907154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 155511 members 
Entering Unmasked Estep 
Score: -19071578.000000 Penalty: 3889.007568
	Iteration 29Q: 3 clusters Score -1.907158e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -19071612.000000 Penalty: 3889.007568
	Iteration 30Q: 3 clusters Score -1.907161e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -19071632.000000 Penalty: 3889.007568
	Iteration 31Q: 3 clusters Score -1.907163e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -19071674.000000 Penalty: 3889.007568
	Iteration 32Q: 3 clusters Score -1.907167e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -19071684.000000 Penalty: 3889.007568
	Iteration 33Q: 3 clusters Score -1.907168e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -19071726.000000 Penalty: 3889.007568
	Iteration 34Q: 3 clusters Score -1.907173e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -19071718.000000 Penalty: 3889.007568
	Iteration 35Q: 3 clusters Score -1.907172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -19071726.000000 Penalty: 3889.007568
	Iteration 36Q: 3 clusters Score -1.907173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -19071726.000000 Penalty: 3889.007568
	Iteration 37Q: 3 clusters Score -1.907173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -19071726.000000 Penalty: 3889.007568
	Iteration 38Q: 3 clusters Score -1.907173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -19071742.000000 Penalty: 3889.007568
	Iteration 39Q: 3 clusters Score -1.907174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -19071770.000000 Penalty: 3889.007568
	Iteration 40F: 3 clusters Score -1.907177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 155501 members 
Entering Unmasked Estep 
Score: -19071804.000000 Penalty: 3889.007568
	Iteration 41Q: 3 clusters Score -1.90718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -19071848.000000 Penalty: 3889.007568
	Iteration 42Q: 3 clusters Score -1.907185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -19071864.000000 Penalty: 3889.007568
	Iteration 43Q: 3 clusters Score -1.907186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -19071862.000000 Penalty: 3889.007568
	Iteration 44Q: 3 clusters Score -1.907186e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -19071876.000000 Penalty: 3889.007568
	Iteration 45Q: 3 clusters Score -1.907188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -19071886.000000 Penalty: 3889.007568
	Iteration 46Q: 3 clusters Score -1.907189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -19071914.000000 Penalty: 3889.007568
	Iteration 47Q: 3 clusters Score -1.907191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -19071938.000000 Penalty: 3889.007568
	Iteration 48Q: 3 clusters Score -1.907194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -19071938.000000 Penalty: 3889.007568
	Iteration 49Q: 3 clusters Score -1.907194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -19071946.000000 Penalty: 3889.007568
	Iteration 50Q: 3 clusters Score -1.907195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -19071952.000000 Penalty: 3889.007568
	Iteration 51Q: 3 clusters Score -1.907195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -19071960.000000 Penalty: 3889.007568
	Iteration 52Q: 3 clusters Score -1.907196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -19071964.000000 Penalty: 3889.007568
	Iteration 53Q: 3 clusters Score -1.907196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -19071970.000000 Penalty: 3889.007568
	Iteration 54Q: 3 clusters Score -1.907197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -19072030.000000 Penalty: 3889.007568
	Iteration 55Q: 3 clusters Score -1.907203e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -19072040.000000 Penalty: 3889.007568
	Iteration 56Q: 3 clusters Score -1.907204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -19072040.000000 Penalty: 3889.007568
	Iteration 57Q: 3 clusters Score -1.907204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -19072036.000000 Penalty: 3889.007568
	Iteration 58Q: 3 clusters Score -1.907204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -19072024.000000 Penalty: 3889.007568
	Iteration 59Q: 3 clusters Score -1.907202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19072030.000000 Penalty: 3889.007568
	Iteration 60F: 3 clusters Score -1.907203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -19072042.000000 Penalty: 3889.007568
	Iteration 61Q: 3 clusters Score -1.907204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -19072048.000000 Penalty: 3889.007568
	Iteration 62Q: 3 clusters Score -1.907205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -19072060.000000 Penalty: 3889.007568
	Iteration 63Q: 3 clusters Score -1.907206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -19072058.000000 Penalty: 3889.007568
	Iteration 64Q: 3 clusters Score -1.907206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19072062.000000 Penalty: 3889.007568
	Iteration 65Q: 3 clusters Score -1.907206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19072072.000000 Penalty: 3889.007568
	Iteration 66Q: 3 clusters Score -1.907207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -19072064.000000 Penalty: 3889.007568
	Iteration 67Q: 3 clusters Score -1.907206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -19072064.000000 Penalty: 3889.007568
	Iteration 68Q: 3 clusters Score -1.907206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -19072082.000000 Penalty: 3889.007568
	Iteration 69Q: 3 clusters Score -1.907208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -19072078.000000 Penalty: 3889.007568
	Iteration 70Q: 3 clusters Score -1.907208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -19072082.000000 Penalty: 3889.007568
	Iteration 71Q: 3 clusters Score -1.907208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -19072108.000000 Penalty: 3889.007568
	Iteration 72Q: 3 clusters Score -1.907211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -19072094.000000 Penalty: 3889.007568
	Iteration 73Q: 3 clusters Score -1.907209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -19072086.000000 Penalty: 3889.007568
	Iteration 74Q: 3 clusters Score -1.907209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -19072106.000000 Penalty: 3889.007568
	Iteration 75Q: 3 clusters Score -1.907211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -19072084.000000 Penalty: 3889.007568
	Iteration 76Q: 3 clusters Score -1.907208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 155443 members 
Entering Unmasked Estep 
Score: -19072096.000000 Penalty: 3889.007568
	Iteration 77Q: 3 clusters Score -1.90721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -19072110.000000 Penalty: 3889.007568
	Iteration 78Q: 3 clusters Score -1.907211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -19072108.000000 Penalty: 3889.007568
	Iteration 79Q: 3 clusters Score -1.907211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -19072122.000000 Penalty: 3889.007568
	Iteration 80F: 3 clusters Score -1.907212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -19072110.000000 Penalty: 3889.007568
	Iteration 81Q: 3 clusters Score -1.907211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -19072114.000000 Penalty: 3889.007568
	Iteration 82Q: 3 clusters Score -1.907211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -19072114.000000 Penalty: 3889.007568
	Iteration 83F: 3 clusters Score -1.907211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16552.876953 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16552.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16598.158203 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16598.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16612.255859 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16612.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16626.667969 Penalty: 1539.264526
	Iteration 3Q: 3 clusters Score -16626.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16645.939453 Penalty: 1539.264526
	Iteration 4Q: 3 clusters Score -16645.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16645.939453 Penalty: 1539.264526
	Iteration 5F: 3 clusters Score -16645.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15673 members 
Mstep: Class 3 contains 23738 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 157342 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430414.000000 Penalty: 30257.314453
Iteration 79Q: 16 clusters Score -2.943041e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15667 members 
Mstep: Class 3 contains 23730 members 
Mstep: Class 4 contains 2405 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 157274 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430468.000000 Penalty: 30257.314453
Iteration 80F: 16 clusters Score -2.943047e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15665 members 
Mstep: Class 3 contains 23728 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9242 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 157210 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430504.000000 Penalty: 30257.314453
Iteration 81Q: 16 clusters Score -2.94305e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15666 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 12937 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9317 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 157140 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430506.000000 Penalty: 30257.314453
Iteration 82Q: 16 clusters Score -2.943051e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9859 members 
Mstep: Class 19 contains 157089 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430536.000000 Penalty: 30257.314453
Iteration 83Q: 16 clusters Score -2.943054e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 23725 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 12932 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 157052 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430510.000000 Penalty: 30257.314453
Iteration 84Q: 16 clusters Score -2.943051e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15657 members 
Mstep: Class 3 contains 23733 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9452 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 157011 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430554.000000 Penalty: 30257.314453
Iteration 85Q: 16 clusters Score -2.943055e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 23737 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9489 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9844 members 
Mstep: Class 19 contains 156977 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430622.000000 Penalty: 30257.314453
Iteration 86Q: 16 clusters Score -2.943062e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15650 members 
Mstep: Class 3 contains 23739 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9532 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9841 members 
Mstep: Class 19 contains 156936 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430640.000000 Penalty: 30257.314453
Iteration 87Q: 16 clusters Score -2.943064e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15650 members 
Mstep: Class 3 contains 23745 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9835 members 
Mstep: Class 19 contains 156892 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430678.000000 Penalty: 30257.314453
Iteration 88Q: 16 clusters Score -2.943068e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15648 members 
Mstep: Class 3 contains 23751 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 12920 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9624 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9830 members 
Mstep: Class 19 contains 156857 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430676.000000 Penalty: 30257.314453
Iteration 89Q: 16 clusters Score -2.943068e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15645 members 
Mstep: Class 3 contains 23759 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9658 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9826 members 
Mstep: Class 19 contains 156825 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430662.000000 Penalty: 30257.314453
Iteration 90Q: 16 clusters Score -2.943066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15641 members 
Mstep: Class 3 contains 23762 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9687 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9823 members 
Mstep: Class 19 contains 156802 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430678.000000 Penalty: 30257.314453
Iteration 91Q: 16 clusters Score -2.943068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 23765 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 12921 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9821 members 
Mstep: Class 19 contains 156765 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430710.000000 Penalty: 30257.314453
Iteration 92Q: 16 clusters Score -2.943071e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15641 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9816 members 
Mstep: Class 19 contains 156723 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430722.000000 Penalty: 30257.314453
Iteration 93Q: 16 clusters Score -2.943072e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 23761 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9802 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 156692 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430746.000000 Penalty: 30257.314453
Iteration 94Q: 16 clusters Score -2.943075e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15636 members 
Mstep: Class 3 contains 23764 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 12925 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 156648 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430748.000000 Penalty: 30257.314453
Iteration 95Q: 16 clusters Score -2.943075e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15635 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 12928 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 156604 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430766.000000 Penalty: 30257.314453
Iteration 96Q: 16 clusters Score -2.943077e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 156559 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430788.000000 Penalty: 30257.314453
Iteration 97Q: 16 clusters Score -2.943079e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 3 contains 23767 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9969 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 156515 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430806.000000 Penalty: 30257.314453
Iteration 98Q: 16 clusters Score -2.943081e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15631 members 
Mstep: Class 3 contains 23773 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 9996 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 156482 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430792.000000 Penalty: 30257.314453
Iteration 99Q: 16 clusters Score -2.943079e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15627 members 
Mstep: Class 3 contains 23772 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 9788 members 
Mstep: Class 19 contains 156453 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430844.000000 Penalty: 30257.314453
Iteration 100F: 16 clusters Score -2.943084e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15622 members 
Mstep: Class 3 contains 23779 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 156422 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430872.000000 Penalty: 30257.314453
Iteration 101Q: 16 clusters Score -2.943087e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15616 members 
Mstep: Class 3 contains 23786 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 156394 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430878.000000 Penalty: 30257.314453
Iteration 102Q: 16 clusters Score -2.943088e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15614 members 
Mstep: Class 3 contains 23797 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 156361 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430876.000000 Penalty: 30257.314453
Iteration 103Q: 16 clusters Score -2.943088e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 23802 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 156337 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430876.000000 Penalty: 30257.314453
Iteration 104Q: 16 clusters Score -2.943088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 23803 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12933 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 156309 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430862.000000 Penalty: 30257.314453
Iteration 105Q: 16 clusters Score -2.943086e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15610 members 
Mstep: Class 3 contains 23807 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10213 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 156277 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430902.000000 Penalty: 30257.314453
Iteration 106Q: 16 clusters Score -2.94309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15606 members 
Mstep: Class 3 contains 23803 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 156265 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430916.000000 Penalty: 30257.314453
Iteration 107Q: 16 clusters Score -2.943092e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 23805 members 
Mstep: Class 4 contains 2452 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10265 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 156237 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430944.000000 Penalty: 30257.314453
Iteration 108Q: 16 clusters Score -2.943094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15600 members 
Mstep: Class 3 contains 23809 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10284 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 156221 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431006.000000 Penalty: 30257.314453
Iteration 109Q: 16 clusters Score -2.943101e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15600 members 
Mstep: Class 3 contains 23813 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 156197 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431012.000000 Penalty: 30257.314453
Iteration 110Q: 16 clusters Score -2.943101e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 23816 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10324 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9747 members 
Mstep: Class 19 contains 156179 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431006.000000 Penalty: 30257.314453
Iteration 111Q: 16 clusters Score -2.943101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10335 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 156170 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431010.000000 Penalty: 30257.314453
Iteration 112Q: 16 clusters Score -2.943101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 23818 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 156158 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431004.000000 Penalty: 30257.314453
Iteration 113Q: 16 clusters Score -2.9431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 23821 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 12935 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10358 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 156148 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431020.000000 Penalty: 30257.314453
Iteration 114Q: 16 clusters Score -2.943102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15595 members 
Mstep: Class 3 contains 23824 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10373 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 19 contains 156134 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430988.000000 Penalty: 30257.314453
Iteration 115Q: 16 clusters Score -2.943099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 23824 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 156121 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430980.000000 Penalty: 30257.314453
Iteration 116Q: 16 clusters Score -2.943098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15597 members 
Mstep: Class 3 contains 23825 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10396 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 156118 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430960.000000 Penalty: 30257.314453
Iteration 117Q: 16 clusters Score -2.943096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15598 members 
Mstep: Class 3 contains 23824 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10406 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9714 members 
Mstep: Class 19 contains 156116 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430984.000000 Penalty: 30257.314453
Iteration 118Q: 16 clusters Score -2.943098e+07 nChanged 21
Entering ConstructFrom: 
Score: -29430984.000000 Penalty: 30257.314453
Entering ConstructFrom: 
Trying to split cluster 1 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -239086.546875 Penalty: 1240.343872
	Iteration 0F: 2 clusters Score -239086.5 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 1017 members 
Entering Unmasked Estep 
Score: -236952.125000 Penalty: 2480.687744
	Iteration 0F: 3 clusters Score -236952.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -237412.203125 Penalty: 2480.687744
	Iteration 1F: 3 clusters Score -237412.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -237514.000000 Penalty: 2480.687744
	Iteration 2F: 3 clusters Score -237514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -237573.000000 Penalty: 2480.687744
	Iteration 3Q: 3 clusters Score -237573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -237611.921875 Penalty: 2480.687744
	Iteration 4Q: 3 clusters Score -237611.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237640.125000 Penalty: 2480.687744
	Iteration 5Q: 3 clusters Score -237640.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -237654.171875 Penalty: 2480.687744
	Iteration 6Q: 3 clusters Score -237654.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237659.875000 Penalty: 2480.687744
	Iteration 7Q: 3 clusters Score -237659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -237666.218750 Penalty: 2480.687744
	Iteration 8Q: 3 clusters Score -237666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -237672.484375 Penalty: 2480.687744
	Iteration 9Q: 3 clusters Score -237672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -237679.421875 Penalty: 2480.687744
	Iteration 10Q: 3 clusters Score -237679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237688.093750 Penalty: 2480.687744
	Iteration 11Q: 3 clusters Score -237688.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237693.593750 Penalty: 2480.687744
	Iteration 12Q: 3 clusters Score -237693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237696.953125 Penalty: 2480.687744
	Iteration 13Q: 3 clusters Score -237697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237699.546875 Penalty: 2480.687744
	Iteration 14Q: 3 clusters Score -237699.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -237702.781250 Penalty: 2480.687744
	Iteration 15Q: 3 clusters Score -237702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -237703.703125 Penalty: 2480.687744
	Iteration 16Q: 3 clusters Score -237703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237706.125000 Penalty: 2480.687744
	Iteration 17Q: 3 clusters Score -237706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237707.953125 Penalty: 2480.687744
	Iteration 18Q: 3 clusters Score -237708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237709.546875 Penalty: 2480.687744
	Iteration 19Q: 3 clusters Score -237709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237710.468750 Penalty: 2480.687744
	Iteration 20F: 3 clusters Score -237710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237710.984375 Penalty: 2480.687744
	Iteration 21Q: 3 clusters Score -237711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237711.687500 Penalty: 2480.687744
	Iteration 22Q: 3 clusters Score -237711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237711.687500 Penalty: 2480.687744
	Iteration 23F: 3 clusters Score -237711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Entering Unmasked Estep 
Score: -1822299.250000 Penalty: 1568.900146
	Iteration 0F: 2 clusters Score -1822299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1811435.375000 Penalty: 3137.800293
	Iteration 0F: 3 clusters Score -1811435 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1815330.625000 Penalty: 3137.800293
	Iteration 1F: 3 clusters Score -1815331 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1815695.250000 Penalty: 3137.800293
	Iteration 2F: 3 clusters Score -1815695 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1816004.000000 Penalty: 3137.800293
	Iteration 3Q: 3 clusters Score -1816004 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1816244.250000 Penalty: 3137.800293
	Iteration 4Q: 3 clusters Score -1816244 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1816451.875000 Penalty: 3137.800293
	Iteration 5Q: 3 clusters Score -1816452 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1816613.750000 Penalty: 3137.800293
	Iteration 6Q: 3 clusters Score -1816614 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1816813.375000 Penalty: 3137.800293
	Iteration 7Q: 3 clusters Score -1816813 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1817027.000000 Penalty: 3137.800293
	Iteration 8Q: 3 clusters Score -1817027 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1817302.750000 Penalty: 3137.800293
	Iteration 9Q: 3 clusters Score -1817303 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1817630.625000 Penalty: 3137.800293
	Iteration 10Q: 3 clusters Score -1817631 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1818008.750000 Penalty: 3137.800293
	Iteration 11Q: 3 clusters Score -1818009 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1818443.750000 Penalty: 3137.800293
	Iteration 12Q: 3 clusters Score -1818444 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1818869.125000 Penalty: 3137.800293
	Iteration 13Q: 3 clusters Score -1818869 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1819292.000000 Penalty: 3137.800293
	Iteration 14Q: 3 clusters Score -1819292 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1819663.750000 Penalty: 3137.800293
	Iteration 15Q: 3 clusters Score -1819664 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1819961.125000 Penalty: 3137.800293
	Iteration 16Q: 3 clusters Score -1819961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1820205.750000 Penalty: 3137.800293
	Iteration 17Q: 3 clusters Score -1820206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1820400.750000 Penalty: 3137.800293
	Iteration 18Q: 3 clusters Score -1820401 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1820549.000000 Penalty: 3137.800293
	Iteration 19Q: 3 clusters Score -1820549 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1820659.375000 Penalty: 3137.800293
	Iteration 20F: 3 clusters Score -1820659 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1820728.375000 Penalty: 3137.800293
	Iteration 21Q: 3 clusters Score -1820728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1820776.750000 Penalty: 3137.800293
	Iteration 22Q: 3 clusters Score -1820777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1820815.750000 Penalty: 3137.800293
	Iteration 23Q: 3 clusters Score -1820816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1820856.375000 Penalty: 3137.800293
	Iteration 24Q: 3 clusters Score -1820856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1820893.750000 Penalty: 3137.800293
	Iteration 25Q: 3 clusters Score -1820894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1820915.125000 Penalty: 3137.800293
	Iteration 26Q: 3 clusters Score -1820915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1820928.750000 Penalty: 3137.800293
	Iteration 27Q: 3 clusters Score -1820929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1820937.875000 Penalty: 3137.800293
	Iteration 28Q: 3 clusters Score -1820938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1820958.500000 Penalty: 3137.800293
	Iteration 29Q: 3 clusters Score -1820958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1820965.125000 Penalty: 3137.800293
	Iteration 30Q: 3 clusters Score -1820965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1820972.875000 Penalty: 3137.800293
	Iteration 31Q: 3 clusters Score -1820973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1820974.875000 Penalty: 3137.800293
	Iteration 32Q: 3 clusters Score -1820975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1820975.875000 Penalty: 3137.800293
	Iteration 33Q: 3 clusters Score -1820976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1820981.750000 Penalty: 3137.800293
	Iteration 34Q: 3 clusters Score -1820982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1820984.625000 Penalty: 3137.800293
	Iteration 35Q: 3 clusters Score -1820985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1820984.250000 Penalty: 3137.800293
	Iteration 36Q: 3 clusters Score -1820984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1820988.750000 Penalty: 3137.800293
	Iteration 37Q: 3 clusters Score -1820989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1820991.625000 Penalty: 3137.800293
	Iteration 38Q: 3 clusters Score -1820992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1820992.000000 Penalty: 3137.800293
	Iteration 39Q: 3 clusters Score -1820992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1820994.750000 Penalty: 3137.800293
	Iteration 40F: 3 clusters Score -1820995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1820995.625000 Penalty: 3137.800293
	Iteration 41Q: 3 clusters Score -1820996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1820994.125000 Penalty: 3137.800293
	Iteration 42Q: 3 clusters Score -1820994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1820995.000000 Penalty: 3137.800293
	Iteration 43Q: 3 clusters Score -1820995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1820994.875000 Penalty: 3137.800293
	Iteration 44Q: 3 clusters Score -1820995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1820995.875000 Penalty: 3137.800293
	Iteration 45Q: 3 clusters Score -1820996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1820995.875000 Penalty: 3137.800293
	Iteration 46F: 3 clusters Score -1820996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Entering Unmasked Estep 
Score: -2905869.000000 Penalty: 1637.768433
	Iteration 0F: 2 clusters Score -2905869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2889693.750000 Penalty: 3275.536865
	Iteration 0F: 3 clusters Score -2889694 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2895629.250000 Penalty: 3275.536865
	Iteration 1F: 3 clusters Score -2895629 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2895956.250000 Penalty: 3275.536865
	Iteration 2Q: 3 clusters Score -2895956 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2896319.000000 Penalty: 3275.536865
	Iteration 3Q: 3 clusters Score -2896319 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2896797.750000 Penalty: 3275.536865
	Iteration 4Q: 3 clusters Score -2896798 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2897407.750000 Penalty: 3275.536865
	Iteration 5Q: 3 clusters Score -2897408 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2898294.750000 Penalty: 3275.536865
	Iteration 6F: 3 clusters Score -2898295 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2899347.500000 Penalty: 3275.536865
	Iteration 7F: 3 clusters Score -2899348 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2900481.000000 Penalty: 3275.536865
	Iteration 8F: 3 clusters Score -2900481 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2901564.500000 Penalty: 3275.536865
	Iteration 9F: 3 clusters Score -2901564 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2902501.000000 Penalty: 3275.536865
	Iteration 10Q: 3 clusters Score -2902501 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2903245.750000 Penalty: 3275.536865
	Iteration 11Q: 3 clusters Score -2903246 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2903799.750000 Penalty: 3275.536865
	Iteration 12Q: 3 clusters Score -2903800 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2904180.000000 Penalty: 3275.536865
	Iteration 13Q: 3 clusters Score -2904180 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2904398.500000 Penalty: 3275.536865
	Iteration 14Q: 3 clusters Score -2904398 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2904556.500000 Penalty: 3275.536865
	Iteration 15Q: 3 clusters Score -2904556 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2904679.500000 Penalty: 3275.536865
	Iteration 16Q: 3 clusters Score -2904680 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2904779.000000 Penalty: 3275.536865
	Iteration 17Q: 3 clusters Score -2904779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2904840.000000 Penalty: 3275.536865
	Iteration 18Q: 3 clusters Score -2904840 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2904917.500000 Penalty: 3275.536865
	Iteration 19Q: 3 clusters Score -2904918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2904973.500000 Penalty: 3275.536865
	Iteration 20F: 3 clusters Score -2904974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2905033.500000 Penalty: 3275.536865
	Iteration 21Q: 3 clusters Score -2905034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2905068.750000 Penalty: 3275.536865
	Iteration 22Q: 3 clusters Score -2905069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2905081.250000 Penalty: 3275.536865
	Iteration 23Q: 3 clusters Score -2905081 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2905090.500000 Penalty: 3275.536865
	Iteration 24Q: 3 clusters Score -2905090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2905110.000000 Penalty: 3275.536865
	Iteration 25Q: 3 clusters Score -2905110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2905121.000000 Penalty: 3275.536865
	Iteration 26Q: 3 clusters Score -2905121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2905117.000000 Penalty: 3275.536865
	Iteration 27Q: 3 clusters Score -2905117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2905121.750000 Penalty: 3275.536865
	Iteration 28Q: 3 clusters Score -2905122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2905127.500000 Penalty: 3275.536865
	Iteration 29Q: 3 clusters Score -2905128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2905133.250000 Penalty: 3275.536865
	Iteration 30Q: 3 clusters Score -2905133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2905143.750000 Penalty: 3275.536865
	Iteration 31Q: 3 clusters Score -2905144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2905145.000000 Penalty: 3275.536865
	Iteration 32Q: 3 clusters Score -2905145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2905147.750000 Penalty: 3275.536865
	Iteration 33Q: 3 clusters Score -2905148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2905155.000000 Penalty: 3275.536865
	Iteration 34Q: 3 clusters Score -2905155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2905156.250000 Penalty: 3275.536865
	Iteration 35Q: 3 clusters Score -2905156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2905158.750000 Penalty: 3275.536865
	Iteration 36Q: 3 clusters Score -2905159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2905159.000000 Penalty: 3275.536865
	Iteration 37Q: 3 clusters Score -2905159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2905155.250000 Penalty: 3275.536865
	Iteration 38Q: 3 clusters Score -2905155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2905153.500000 Penalty: 3275.536865
	Iteration 39Q: 3 clusters Score -2905154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2905156.750000 Penalty: 3275.536865
	Iteration 40F: 3 clusters Score -2905157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2905154.500000 Penalty: 3275.536865
	Iteration 41Q: 3 clusters Score -2905154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2905160.250000 Penalty: 3275.536865
	Iteration 42Q: 3 clusters Score -2905160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2905161.000000 Penalty: 3275.536865
	Iteration 43Q: 3 clusters Score -2905161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2905156.750000 Penalty: 3275.536865
	Iteration 44Q: 3 clusters Score -2905157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2905161.500000 Penalty: 3275.536865
	Iteration 45Q: 3 clusters Score -2905162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2905160.000000 Penalty: 3275.536865
	Iteration 46Q: 3 clusters Score -2905160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2905159.500000 Penalty: 3275.536865
	Iteration 47Q: 3 clusters Score -2905160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2905160.500000 Penalty: 3275.536865
	Iteration 48Q: 3 clusters Score -2905160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2905160.000000 Penalty: 3275.536865
	Iteration 49Q: 3 clusters Score -2905160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2905161.750000 Penalty: 3275.536865
	Iteration 50Q: 3 clusters Score -2905162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2905160.000000 Penalty: 3275.536865
	Iteration 51Q: 3 clusters Score -2905160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2905165.500000 Penalty: 3275.536865
	Iteration 52Q: 3 clusters Score -2905166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2905165.500000 Penalty: 3275.536865
	Iteration 53Q: 3 clusters Score -2905166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2905163.750000 Penalty: 3275.536865
	Iteration 54Q: 3 clusters Score -2905164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2905164.000000 Penalty: 3275.536865
	Iteration 55Q: 3 clusters Score -2905164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2905165.000000 Penalty: 3275.536865
	Iteration 56Q: 3 clusters Score -2905165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2905162.750000 Penalty: 3275.536865
	Iteration 57Q: 3 clusters Score -2905163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2905165.250000 Penalty: 3275.536865
	Iteration 58Q: 3 clusters Score -2905165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2905162.500000 Penalty: 3275.536865
	Iteration 59Q: 3 clusters Score -2905162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2905165.000000 Penalty: 3275.536865
	Iteration 60F: 3 clusters Score -2905165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -304556.562500 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -304556.6 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 1254 members 
Entering Unmasked Estep 
Score: -302159.312500 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -302159.3 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302725.281250 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -302725.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -302842.218750 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -302842.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302908.187500 Penalty: 2537.836914
	Iteration 3Q: 3 clusters Score -302908.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -302948.500000 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -302948.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -302976.281250 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -302976.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -302990.937500 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -302990.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303008.093750 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -303008.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303024.937500 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -303024.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303041.187500 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -303041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -303056.000000 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -303056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303073.593750 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -303073.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303086.843750 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -303086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303098.625000 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -303098.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303110.125000 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -303110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303120.156250 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -303120.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -303130.437500 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -303130.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303147.625000 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -303147.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -303159.250000 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -303159.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -303177.875000 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -303177.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -303192.031250 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -303192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -303210.250000 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -303210.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -303222.406250 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -303222.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -303234.531250 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -303234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303241.843750 Penalty: 2537.836914
	Iteration 24Q: 3 clusters Score -303241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -303248.687500 Penalty: 2537.836914
	Iteration 25Q: 3 clusters Score -303248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303256.718750 Penalty: 2537.836914
	Iteration 26Q: 3 clusters Score -303256.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303265.750000 Penalty: 2537.836914
	Iteration 27Q: 3 clusters Score -303265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303274.125000 Penalty: 2537.836914
	Iteration 28Q: 3 clusters Score -303274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303278.875000 Penalty: 2537.836914
	Iteration 29Q: 3 clusters Score -303278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -303282.218750 Penalty: 2537.836914
	Iteration 30Q: 3 clusters Score -303282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303285.375000 Penalty: 2537.836914
	Iteration 31Q: 3 clusters Score -303285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -303288.218750 Penalty: 2537.836914
	Iteration 32Q: 3 clusters Score -303288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -303292.062500 Penalty: 2537.836914
	Iteration 33Q: 3 clusters Score -303292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303295.437500 Penalty: 2537.836914
	Iteration 34Q: 3 clusters Score -303295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -303298.312500 Penalty: 2537.836914
	Iteration 35Q: 3 clusters Score -303298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -303299.812500 Penalty: 2537.836914
	Iteration 36Q: 3 clusters Score -303299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303302.343750 Penalty: 2537.836914
	Iteration 37Q: 3 clusters Score -303302.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303303.156250 Penalty: 2537.836914
	Iteration 38Q: 3 clusters Score -303303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -303304.875000 Penalty: 2537.836914
	Iteration 39Q: 3 clusters Score -303304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -303307.625000 Penalty: 2537.836914
	Iteration 40F: 3 clusters Score -303307.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -303310.375000 Penalty: 2537.836914
	Iteration 41Q: 3 clusters Score -303310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -303313.468750 Penalty: 2537.836914
	Iteration 42Q: 3 clusters Score -303313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303315.156250 Penalty: 2537.836914
	Iteration 43Q: 3 clusters Score -303315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -303317.875000 Penalty: 2537.836914
	Iteration 44Q: 3 clusters Score -303317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -303319.531250 Penalty: 2537.836914
	Iteration 45Q: 3 clusters Score -303319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -303321.468750 Penalty: 2537.836914
	Iteration 46Q: 3 clusters Score -303321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -303323.250000 Penalty: 2537.836914
	Iteration 47Q: 3 clusters Score -303323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -303324.062500 Penalty: 2537.836914
	Iteration 48Q: 3 clusters Score -303324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303325.156250 Penalty: 2537.836914
	Iteration 49Q: 3 clusters Score -303325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303325.156250 Penalty: 2537.836914
	Iteration 50F: 3 clusters Score -303325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -1593517.250000 Penalty: 1538.487427
	Iteration 0F: 2 clusters Score -1593517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1584540.875000 Penalty: 3076.974854
	Iteration 0F: 3 clusters Score -1584541 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1587685.500000 Penalty: 3076.974854
	Iteration 1F: 3 clusters Score -1587686 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1587981.750000 Penalty: 3076.974854
	Iteration 2F: 3 clusters Score -1587982 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1588338.000000 Penalty: 3076.974854
	Iteration 3F: 3 clusters Score -1588338 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1588724.750000 Penalty: 3076.974854
	Iteration 4F: 3 clusters Score -1588725 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1589175.250000 Penalty: 3076.974854
	Iteration 5F: 3 clusters Score -1589175 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1589729.875000 Penalty: 3076.974854
	Iteration 6F: 3 clusters Score -1589730 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1590328.875000 Penalty: 3076.974854
	Iteration 7F: 3 clusters Score -1590329 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1590887.250000 Penalty: 3076.974854
	Iteration 8Q: 3 clusters Score -1590887 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1591267.125000 Penalty: 3076.974854
	Iteration 9Q: 3 clusters Score -1591267 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1591498.250000 Penalty: 3076.974854
	Iteration 10Q: 3 clusters Score -1591498 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1591663.250000 Penalty: 3076.974854
	Iteration 11Q: 3 clusters Score -1591663 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1591788.250000 Penalty: 3076.974854
	Iteration 12Q: 3 clusters Score -1591788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1591877.250000 Penalty: 3076.974854
	Iteration 13Q: 3 clusters Score -1591877 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1591945.250000 Penalty: 3076.974854
	Iteration 14Q: 3 clusters Score -1591945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1591999.500000 Penalty: 3076.974854
	Iteration 15Q: 3 clusters Score -1592000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1592054.125000 Penalty: 3076.974854
	Iteration 16Q: 3 clusters Score -1592054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1592084.000000 Penalty: 3076.974854
	Iteration 17Q: 3 clusters Score -1592084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1592107.375000 Penalty: 3076.974854
	Iteration 18Q: 3 clusters Score -1592107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1592126.500000 Penalty: 3076.974854
	Iteration 19Q: 3 clusters Score -1592126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1592146.750000 Penalty: 3076.974854
	Iteration 20F: 3 clusters Score -1592147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1592151.750000 Penalty: 3076.974854
	Iteration 21Q: 3 clusters Score -1592152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1592162.250000 Penalty: 3076.974854
	Iteration 22Q: 3 clusters Score -1592162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1592175.000000 Penalty: 3076.974854
	Iteration 23Q: 3 clusters Score -1592175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1592178.875000 Penalty: 3076.974854
	Iteration 24Q: 3 clusters Score -1592179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1592189.375000 Penalty: 3076.974854
	Iteration 25Q: 3 clusters Score -1592189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1592191.125000 Penalty: 3076.974854
	Iteration 26Q: 3 clusters Score -1592191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1592199.750000 Penalty: 3076.974854
	Iteration 27Q: 3 clusters Score -1592200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1592206.750000 Penalty: 3076.974854
	Iteration 28Q: 3 clusters Score -1592207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1592209.500000 Penalty: 3076.974854
	Iteration 29Q: 3 clusters Score -1592210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1592215.125000 Penalty: 3076.974854
	Iteration 30Q: 3 clusters Score -1592215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1592226.500000 Penalty: 3076.974854
	Iteration 31Q: 3 clusters Score -1592226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1592237.750000 Penalty: 3076.974854
	Iteration 32Q: 3 clusters Score -1592238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1592250.500000 Penalty: 3076.974854
	Iteration 33Q: 3 clusters Score -1592250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1592255.250000 Penalty: 3076.974854
	Iteration 34Q: 3 clusters Score -1592255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1592259.125000 Penalty: 3076.974854
	Iteration 35Q: 3 clusters Score -1592259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1592262.375000 Penalty: 3076.974854
	Iteration 36Q: 3 clusters Score -1592262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1592265.125000 Penalty: 3076.974854
	Iteration 37Q: 3 clusters Score -1592265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1592269.000000 Penalty: 3076.974854
	Iteration 38Q: 3 clusters Score -1592269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1592270.875000 Penalty: 3076.974854
	Iteration 39Q: 3 clusters Score -1592271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1592269.250000 Penalty: 3076.974854
	Iteration 40F: 3 clusters Score -1592269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1592271.500000 Penalty: 3076.974854
	Iteration 41Q: 3 clusters Score -1592272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1592270.875000 Penalty: 3076.974854
	Iteration 42Q: 3 clusters Score -1592271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1592270.875000 Penalty: 3076.974854
	Iteration 43F: 3 clusters Score -1592271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -44589.023438 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -44589.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43646.210938 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -43646.21 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43864.828125 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -43864.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43925.605469 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -43925.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43939.824219 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -43939.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43951.023438 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -43951.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43964.734375 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -43964.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43974.535156 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -43974.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43979.261719 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -43979.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43987.261719 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -43987.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43993.382812 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -43993.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43998.691406 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -43998.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44003.972656 Penalty: 1978.939697
	Iteration 11Q: 3 clusters Score -44003.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44014.136719 Penalty: 1978.939697
	Iteration 12Q: 3 clusters Score -44014.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44025.121094 Penalty: 1978.939697
	Iteration 13Q: 3 clusters Score -44025.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44032.632812 Penalty: 1978.939697
	Iteration 14Q: 3 clusters Score -44032.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44034.128906 Penalty: 1978.939697
	Iteration 15Q: 3 clusters Score -44034.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -44037.773438 Penalty: 1978.939697
	Iteration 16Q: 3 clusters Score -44037.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44039.738281 Penalty: 1978.939697
	Iteration 17Q: 3 clusters Score -44039.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44041.628906 Penalty: 1978.939697
	Iteration 18Q: 3 clusters Score -44041.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -44041.628906 Penalty: 1978.939697
	Iteration 19F: 3 clusters Score -44041.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 164 members 
Entering Unmasked Estep 
Score: -42548.292969 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42548.29 nChanged 38
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: -42614.507812 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42614.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42633.859375 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42633.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42640.968750 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42640.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42644.632812 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -42644.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42646.941406 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -42646.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42646.941406 Penalty: 1859.101318
	Iteration 6F: 3 clusters Score -42646.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -125055.007812 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -125055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123547.570312 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -123547.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123820.421875 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -123820.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -123882.570312 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -123882.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -123916.289062 Penalty: 2270.634033
	Iteration 3Q: 3 clusters Score -123916.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123934.687500 Penalty: 2270.634033
	Iteration 4Q: 3 clusters Score -123934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -123944.664062 Penalty: 2270.634033
	Iteration 5Q: 3 clusters Score -123944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123947.859375 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -123947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123952.335938 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -123952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123957.015625 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -123957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123961.437500 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -123961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123969.546875 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -123969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123972.664062 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -123972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123974.078125 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -123974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -123974.898438 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -123974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123975.625000 Penalty: 2270.634033
	Iteration 14Q: 3 clusters Score -123975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123976.039062 Penalty: 2270.634033
	Iteration 15Q: 3 clusters Score -123976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123976.039062 Penalty: 2270.634033
	Iteration 16F: 3 clusters Score -123976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -206305.359375 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -206305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -204308.640625 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -204308.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -204735.671875 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -204735.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204836.671875 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -204836.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -204939.781250 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -204939.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -205037.953125 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -205038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -205118.484375 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -205118.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -205188.203125 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -205188.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -205244.281250 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -205244.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -205287.953125 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -205288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -205321.296875 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -205321.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -205362.234375 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -205362.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205390.656250 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -205390.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -205411.953125 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -205412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -205430.875000 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -205430.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -205450.781250 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -205450.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -205473.718750 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -205473.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -205501.984375 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -205502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -205530.046875 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -205530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -205556.156250 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -205556.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -205585.828125 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -205585.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -205617.562500 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -205617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -205640.968750 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -205641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -205655.453125 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -205655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -205662.906250 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -205662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205674.562500 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -205674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205679.968750 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -205680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -205686.218750 Penalty: 2444.252197
	Iteration 26Q: 3 clusters Score -205686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -205693.062500 Penalty: 2444.252197
	Iteration 27Q: 3 clusters Score -205693.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -205698.218750 Penalty: 2444.252197
	Iteration 28Q: 3 clusters Score -205698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -205703.078125 Penalty: 2444.252197
	Iteration 29Q: 3 clusters Score -205703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -205706.843750 Penalty: 2444.252197
	Iteration 30Q: 3 clusters Score -205706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -205709.093750 Penalty: 2444.252197
	Iteration 31Q: 3 clusters Score -205709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -205709.812500 Penalty: 2444.252197
	Iteration 32Q: 3 clusters Score -205709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -205712.171875 Penalty: 2444.252197
	Iteration 33Q: 3 clusters Score -205712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -205714.484375 Penalty: 2444.252197
	Iteration 34Q: 3 clusters Score -205714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -205715.468750 Penalty: 2444.252197
	Iteration 35Q: 3 clusters Score -205715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205715.968750 Penalty: 2444.252197
	Iteration 36Q: 3 clusters Score -205716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205717.171875 Penalty: 2444.252197
	Iteration 37Q: 3 clusters Score -205717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -205718.078125 Penalty: 2444.252197
	Iteration 38Q: 3 clusters Score -205718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -205718.078125 Penalty: 2444.252197
	Iteration 39F: 3 clusters Score -205718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1258251.250000 Penalty: 1503.272217
	Iteration 0F: 2 clusters Score -1258251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1250860.875000 Penalty: 3006.544434
	Iteration 0F: 3 clusters Score -1250861 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1253294.250000 Penalty: 3006.544434
	Iteration 1F: 3 clusters Score -1253294 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1253520.625000 Penalty: 3006.544434
	Iteration 2F: 3 clusters Score -1253521 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1253732.000000 Penalty: 3006.544434
	Iteration 3Q: 3 clusters Score -1253732 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1253962.125000 Penalty: 3006.544434
	Iteration 4Q: 3 clusters Score -1253962 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1254254.250000 Penalty: 3006.544434
	Iteration 5F: 3 clusters Score -1254254 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1254583.500000 Penalty: 3006.544434
	Iteration 6F: 3 clusters Score -1254584 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1254944.500000 Penalty: 3006.544434
	Iteration 7F: 3 clusters Score -1254944 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1255334.000000 Penalty: 3006.544434
	Iteration 8F: 3 clusters Score -1255334 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1255682.250000 Penalty: 3006.544434
	Iteration 9Q: 3 clusters Score -1255682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1255951.125000 Penalty: 3006.544434
	Iteration 10Q: 3 clusters Score -1255951 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1256124.125000 Penalty: 3006.544434
	Iteration 11Q: 3 clusters Score -1256124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1256248.375000 Penalty: 3006.544434
	Iteration 12Q: 3 clusters Score -1256248 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1256345.250000 Penalty: 3006.544434
	Iteration 13Q: 3 clusters Score -1256345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1256438.125000 Penalty: 3006.544434
	Iteration 14Q: 3 clusters Score -1256438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1256500.875000 Penalty: 3006.544434
	Iteration 15Q: 3 clusters Score -1256501 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1256556.875000 Penalty: 3006.544434
	Iteration 16Q: 3 clusters Score -1256557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1256601.750000 Penalty: 3006.544434
	Iteration 17Q: 3 clusters Score -1256602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1256631.875000 Penalty: 3006.544434
	Iteration 18Q: 3 clusters Score -1256632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1256661.125000 Penalty: 3006.544434
	Iteration 19Q: 3 clusters Score -1256661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1256679.250000 Penalty: 3006.544434
	Iteration 20F: 3 clusters Score -1256679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1256698.125000 Penalty: 3006.544434
	Iteration 21Q: 3 clusters Score -1256698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1256724.250000 Penalty: 3006.544434
	Iteration 22Q: 3 clusters Score -1256724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1256740.750000 Penalty: 3006.544434
	Iteration 23Q: 3 clusters Score -1256741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1256754.875000 Penalty: 3006.544434
	Iteration 24Q: 3 clusters Score -1256755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1256764.500000 Penalty: 3006.544434
	Iteration 25Q: 3 clusters Score -1256764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1256776.125000 Penalty: 3006.544434
	Iteration 26Q: 3 clusters Score -1256776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1256780.875000 Penalty: 3006.544434
	Iteration 27Q: 3 clusters Score -1256781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1256798.250000 Penalty: 3006.544434
	Iteration 28Q: 3 clusters Score -1256798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1256812.375000 Penalty: 3006.544434
	Iteration 29Q: 3 clusters Score -1256812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1256826.875000 Penalty: 3006.544434
	Iteration 30Q: 3 clusters Score -1256827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1256847.500000 Penalty: 3006.544434
	Iteration 31Q: 3 clusters Score -1256848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1256858.125000 Penalty: 3006.544434
	Iteration 32Q: 3 clusters Score -1256858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1256870.000000 Penalty: 3006.544434
	Iteration 33Q: 3 clusters Score -1256870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1256882.500000 Penalty: 3006.544434
	Iteration 34Q: 3 clusters Score -1256882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1256885.875000 Penalty: 3006.544434
	Iteration 35Q: 3 clusters Score -1256886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1256892.875000 Penalty: 3006.544434
	Iteration 36Q: 3 clusters Score -1256893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1256900.625000 Penalty: 3006.544434
	Iteration 37Q: 3 clusters Score -1256901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1256907.250000 Penalty: 3006.544434
	Iteration 38Q: 3 clusters Score -1256907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1256914.250000 Penalty: 3006.544434
	Iteration 39Q: 3 clusters Score -1256914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1256917.750000 Penalty: 3006.544434
	Iteration 40F: 3 clusters Score -1256918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1256920.625000 Penalty: 3006.544434
	Iteration 41Q: 3 clusters Score -1256921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1256926.375000 Penalty: 3006.544434
	Iteration 42Q: 3 clusters Score -1256926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1256929.625000 Penalty: 3006.544434
	Iteration 43Q: 3 clusters Score -1256930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1256934.875000 Penalty: 3006.544434
	Iteration 44Q: 3 clusters Score -1256935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1256937.875000 Penalty: 3006.544434
	Iteration 45Q: 3 clusters Score -1256938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1256936.625000 Penalty: 3006.544434
	Iteration 46Q: 3 clusters Score -1256937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1256939.625000 Penalty: 3006.544434
	Iteration 47Q: 3 clusters Score -1256940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1256943.125000 Penalty: 3006.544434
	Iteration 48Q: 3 clusters Score -1256943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1256945.500000 Penalty: 3006.544434
	Iteration 49Q: 3 clusters Score -1256946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1256945.875000 Penalty: 3006.544434
	Iteration 50Q: 3 clusters Score -1256946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1256946.500000 Penalty: 3006.544434
	Iteration 51Q: 3 clusters Score -1256946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1256947.000000 Penalty: 3006.544434
	Iteration 52Q: 3 clusters Score -1256947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1256949.500000 Penalty: 3006.544434
	Iteration 53Q: 3 clusters Score -1256950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1256953.500000 Penalty: 3006.544434
	Iteration 54Q: 3 clusters Score -1256954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1256953.125000 Penalty: 3006.544434
	Iteration 55Q: 3 clusters Score -1256953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1256952.750000 Penalty: 3006.544434
	Iteration 56Q: 3 clusters Score -1256953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1256953.000000 Penalty: 3006.544434
	Iteration 57Q: 3 clusters Score -1256953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1256952.875000 Penalty: 3006.544434
	Iteration 58Q: 3 clusters Score -1256953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1256954.625000 Penalty: 3006.544434
	Iteration 59Q: 3 clusters Score -1256955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1256955.375000 Penalty: 3006.544434
	Iteration 60F: 3 clusters Score -1256955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1256954.375000 Penalty: 3006.544434
	Iteration 61Q: 3 clusters Score -1256954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1256953.125000 Penalty: 3006.544434
	Iteration 62Q: 3 clusters Score -1256953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1256953.125000 Penalty: 3006.544434
	Iteration 63F: 3 clusters Score -1256953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -276177.656250 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -276177.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273875.468750 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -273875.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274366.812500 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -274366.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -274486.562500 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -274486.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -274566.781250 Penalty: 2511.735107
	Iteration 3F: 3 clusters Score -274566.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -274604.781250 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -274604.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -274628.312500 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -274628.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274644.656250 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -274644.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274653.625000 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -274653.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274659.218750 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -274659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274667.250000 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -274667.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -274674.625000 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -274674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274679.375000 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -274679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274684.343750 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -274684.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274688.562500 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -274688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274691.875000 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -274691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274693.812500 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -274693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -274694.593750 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -274694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274696.093750 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -274696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274696.187500 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -274696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274697.468750 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -274697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -274699.125000 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -274699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274700.500000 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -274700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274701.937500 Penalty: 2511.735107
	Iteration 22Q: 3 clusters Score -274701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -274704.093750 Penalty: 2511.735107
	Iteration 23Q: 3 clusters Score -274704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -274704.968750 Penalty: 2511.735107
	Iteration 24Q: 3 clusters Score -274705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274705.656250 Penalty: 2511.735107
	Iteration 25Q: 3 clusters Score -274705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -274705.937500 Penalty: 2511.735107
	Iteration 26Q: 3 clusters Score -274705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -274705.937500 Penalty: 2511.735107
	Iteration 27F: 3 clusters Score -274705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -843120.750000 Penalty: 1435.153198
	Iteration 0F: 2 clusters Score -843120.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -837963.000000 Penalty: 2870.306396
	Iteration 0F: 3 clusters Score -837963 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -839520.875000 Penalty: 2870.306396
	Iteration 1F: 3 clusters Score -839520.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -839761.625000 Penalty: 2870.306396
	Iteration 2F: 3 clusters Score -839761.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -840006.250000 Penalty: 2870.306396
	Iteration 3F: 3 clusters Score -840006.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -840254.687500 Penalty: 2870.306396
	Iteration 4F: 3 clusters Score -840254.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -840522.875000 Penalty: 2870.306396
	Iteration 5F: 3 clusters Score -840522.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -840819.562500 Penalty: 2870.306396
	Iteration 6F: 3 clusters Score -840819.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -841153.187500 Penalty: 2870.306396
	Iteration 7F: 3 clusters Score -841153.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -841428.937500 Penalty: 2870.306396
	Iteration 8F: 3 clusters Score -841428.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -841618.062500 Penalty: 2870.306396
	Iteration 9Q: 3 clusters Score -841618.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -841730.500000 Penalty: 2870.306396
	Iteration 10Q: 3 clusters Score -841730.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -841797.625000 Penalty: 2870.306396
	Iteration 11Q: 3 clusters Score -841797.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -841833.250000 Penalty: 2870.306396
	Iteration 12Q: 3 clusters Score -841833.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -841862.437500 Penalty: 2870.306396
	Iteration 13Q: 3 clusters Score -841862.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -841883.937500 Penalty: 2870.306396
	Iteration 14Q: 3 clusters Score -841883.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -841895.812500 Penalty: 2870.306396
	Iteration 15Q: 3 clusters Score -841895.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -841906.062500 Penalty: 2870.306396
	Iteration 16Q: 3 clusters Score -841906.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -841914.125000 Penalty: 2870.306396
	Iteration 17Q: 3 clusters Score -841914.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -841919.875000 Penalty: 2870.306396
	Iteration 18Q: 3 clusters Score -841919.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -841924.000000 Penalty: 2870.306396
	Iteration 19Q: 3 clusters Score -841924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -841929.750000 Penalty: 2870.306396
	Iteration 20F: 3 clusters Score -841929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -841932.875000 Penalty: 2870.306396
	Iteration 21Q: 3 clusters Score -841932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -841935.375000 Penalty: 2870.306396
	Iteration 22Q: 3 clusters Score -841935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -841936.125000 Penalty: 2870.306396
	Iteration 23Q: 3 clusters Score -841936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -841936.625000 Penalty: 2870.306396
	Iteration 24Q: 3 clusters Score -841936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -841938.625000 Penalty: 2870.306396
	Iteration 25Q: 3 clusters Score -841938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -841937.062500 Penalty: 2870.306396
	Iteration 26Q: 3 clusters Score -841937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -841939.312500 Penalty: 2870.306396
	Iteration 27Q: 3 clusters Score -841939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -841939.000000 Penalty: 2870.306396
	Iteration 28Q: 3 clusters Score -841939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -841939.000000 Penalty: 2870.306396
	Iteration 29F: 3 clusters Score -841939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1183744.875000 Penalty: 1491.898193
	Iteration 0F: 2 clusters Score -1183745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1176746.875000 Penalty: 2983.796387
	Iteration 0F: 3 clusters Score -1176747 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1178991.625000 Penalty: 2983.796387
	Iteration 1F: 3 clusters Score -1178992 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1179242.000000 Penalty: 2983.796387
	Iteration 2F: 3 clusters Score -1179242 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1179422.125000 Penalty: 2983.796387
	Iteration 3F: 3 clusters Score -1179422 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1179593.375000 Penalty: 2983.796387
	Iteration 4Q: 3 clusters Score -1179593 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1179826.125000 Penalty: 2983.796387
	Iteration 5Q: 3 clusters Score -1179826 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1180136.875000 Penalty: 2983.796387
	Iteration 6F: 3 clusters Score -1180137 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1180480.875000 Penalty: 2983.796387
	Iteration 7F: 3 clusters Score -1180481 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1180870.500000 Penalty: 2983.796387
	Iteration 8F: 3 clusters Score -1180870 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1181222.125000 Penalty: 2983.796387
	Iteration 9F: 3 clusters Score -1181222 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1181560.000000 Penalty: 2983.796387
	Iteration 10Q: 3 clusters Score -1181560 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1181882.125000 Penalty: 2983.796387
	Iteration 11Q: 3 clusters Score -1181882 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1182149.750000 Penalty: 2983.796387
	Iteration 12Q: 3 clusters Score -1182150 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1182330.625000 Penalty: 2983.796387
	Iteration 13Q: 3 clusters Score -1182331 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1182411.750000 Penalty: 2983.796387
	Iteration 14Q: 3 clusters Score -1182412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1182473.500000 Penalty: 2983.796387
	Iteration 15Q: 3 clusters Score -1182474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1182512.375000 Penalty: 2983.796387
	Iteration 16Q: 3 clusters Score -1182512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1182541.000000 Penalty: 2983.796387
	Iteration 17Q: 3 clusters Score -1182541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1182554.125000 Penalty: 2983.796387
	Iteration 18Q: 3 clusters Score -1182554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1182560.875000 Penalty: 2983.796387
	Iteration 19Q: 3 clusters Score -1182561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1182565.875000 Penalty: 2983.796387
	Iteration 20F: 3 clusters Score -1182566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1182572.125000 Penalty: 2983.796387
	Iteration 21Q: 3 clusters Score -1182572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1182575.875000 Penalty: 2983.796387
	Iteration 22Q: 3 clusters Score -1182576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1182579.250000 Penalty: 2983.796387
	Iteration 23Q: 3 clusters Score -1182579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1182582.375000 Penalty: 2983.796387
	Iteration 24Q: 3 clusters Score -1182582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1182583.000000 Penalty: 2983.796387
	Iteration 25Q: 3 clusters Score -1182583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1182584.500000 Penalty: 2983.796387
	Iteration 26Q: 3 clusters Score -1182584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1182585.750000 Penalty: 2983.796387
	Iteration 27Q: 3 clusters Score -1182586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1182585.500000 Penalty: 2983.796387
	Iteration 28Q: 3 clusters Score -1182586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1182587.375000 Penalty: 2983.796387
	Iteration 29Q: 3 clusters Score -1182587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1182588.750000 Penalty: 2983.796387
	Iteration 30Q: 3 clusters Score -1182589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1182589.000000 Penalty: 2983.796387
	Iteration 31Q: 3 clusters Score -1182589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1182589.000000 Penalty: 2983.796387
	Iteration 32F: 3 clusters Score -1182589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Entering Unmasked Estep 
Score: -18927062.000000 Penalty: 1943.227417
	Iteration 0F: 2 clusters Score -1.892706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -18832656.000000 Penalty: 3886.454834
	Iteration 0F: 3 clusters Score -1.883266e+07 nChanged 75405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -18877574.000000 Penalty: 3886.454834
	Iteration 1F: 3 clusters Score -1.887757e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -18879040.000000 Penalty: 3886.454834
	Iteration 2Q: 3 clusters Score -1.887904e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -18881068.000000 Penalty: 3886.454834
	Iteration 3Q: 3 clusters Score -1.888107e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -18883648.000000 Penalty: 3886.454834
	Iteration 4Q: 3 clusters Score -1.888365e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -18886852.000000 Penalty: 3886.454834
	Iteration 5Q: 3 clusters Score -1.888685e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -18891182.000000 Penalty: 3886.454834
	Iteration 6F: 3 clusters Score -1.889118e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -18896918.000000 Penalty: 3886.454834
	Iteration 7F: 3 clusters Score -1.889692e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -18903086.000000 Penalty: 3886.454834
	Iteration 8F: 3 clusters Score -1.890309e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -18908372.000000 Penalty: 3886.454834
	Iteration 9F: 3 clusters Score -1.890837e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -18912862.000000 Penalty: 3886.454834
	Iteration 10Q: 3 clusters Score -1.891286e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -18915612.000000 Penalty: 3886.454834
	Iteration 11Q: 3 clusters Score -1.891561e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -18916934.000000 Penalty: 3886.454834
	Iteration 12Q: 3 clusters Score -1.891693e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -18917644.000000 Penalty: 3886.454834
	Iteration 13Q: 3 clusters Score -1.891764e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -18918282.000000 Penalty: 3886.454834
	Iteration 14Q: 3 clusters Score -1.891828e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -18918748.000000 Penalty: 3886.454834
	Iteration 15Q: 3 clusters Score -1.891875e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -18919118.000000 Penalty: 3886.454834
	Iteration 16Q: 3 clusters Score -1.891912e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -18919598.000000 Penalty: 3886.454834
	Iteration 17Q: 3 clusters Score -1.89196e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -18920036.000000 Penalty: 3886.454834
	Iteration 18Q: 3 clusters Score -1.892004e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -18920366.000000 Penalty: 3886.454834
	Iteration 19Q: 3 clusters Score -1.892037e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -18920774.000000 Penalty: 3886.454834
	Iteration 20F: 3 clusters Score -1.892077e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -18921054.000000 Penalty: 3886.454834
	Iteration 21Q: 3 clusters Score -1.892105e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -18921460.000000 Penalty: 3886.454834
	Iteration 22Q: 3 clusters Score -1.892146e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -18921884.000000 Penalty: 3886.454834
	Iteration 23Q: 3 clusters Score -1.892188e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -18922446.000000 Penalty: 3886.454834
	Iteration 24Q: 3 clusters Score -1.892245e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -18922852.000000 Penalty: 3886.454834
	Iteration 25Q: 3 clusters Score -1.892285e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 140675 members 
Entering Unmasked Estep 
Score: -18923442.000000 Penalty: 3886.454834
	Iteration 26Q: 3 clusters Score -1.892344e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -18924150.000000 Penalty: 3886.454834
	Iteration 27Q: 3 clusters Score -1.892415e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -18924736.000000 Penalty: 3886.454834
	Iteration 28Q: 3 clusters Score -1.892474e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -18925488.000000 Penalty: 3886.454834
	Iteration 29Q: 3 clusters Score -1.892549e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -18926264.000000 Penalty: 3886.454834
	Iteration 30Q: 3 clusters Score -1.892626e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -18927064.000000 Penalty: 3886.454834
	Iteration 31Q: 3 clusters Score -1.892706e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -18927688.000000 Penalty: 3886.454834
	Iteration 32Q: 3 clusters Score -1.892769e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 148507 members 
Entering Unmasked Estep 
Score: -18928214.000000 Penalty: 3886.454834
	Iteration 33Q: 3 clusters Score -1.892821e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -18928664.000000 Penalty: 3886.454834
	Iteration 34Q: 3 clusters Score -1.892866e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -18928966.000000 Penalty: 3886.454834
	Iteration 35Q: 3 clusters Score -1.892897e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -18929200.000000 Penalty: 3886.454834
	Iteration 36Q: 3 clusters Score -1.89292e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 150524 members 
Entering Unmasked Estep 
Score: -18929288.000000 Penalty: 3886.454834
	Iteration 37Q: 3 clusters Score -1.892929e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 150809 members 
Entering Unmasked Estep 
Score: -18929350.000000 Penalty: 3886.454834
	Iteration 38Q: 3 clusters Score -1.892935e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -18929368.000000 Penalty: 3886.454834
	Iteration 39Q: 3 clusters Score -1.892937e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -18929362.000000 Penalty: 3886.454834
	Iteration 40F: 3 clusters Score -1.892936e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -18929386.000000 Penalty: 3886.454834
	Iteration 41Q: 3 clusters Score -1.892939e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -18929360.000000 Penalty: 3886.454834
	Iteration 42Q: 3 clusters Score -1.892936e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -18929322.000000 Penalty: 3886.454834
	Iteration 43Q: 3 clusters Score -1.892932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -18929334.000000 Penalty: 3886.454834
	Iteration 44Q: 3 clusters Score -1.892933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -18929328.000000 Penalty: 3886.454834
	Iteration 45Q: 3 clusters Score -1.892933e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -18929314.000000 Penalty: 3886.454834
	Iteration 46Q: 3 clusters Score -1.892931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -18929306.000000 Penalty: 3886.454834
	Iteration 47Q: 3 clusters Score -1.892931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -18929316.000000 Penalty: 3886.454834
	Iteration 48Q: 3 clusters Score -1.892932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 151811 members 
Entering Unmasked Estep 
Score: -18929296.000000 Penalty: 3886.454834
	Iteration 49Q: 3 clusters Score -1.89293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -18929290.000000 Penalty: 3886.454834
	Iteration 50Q: 3 clusters Score -1.892929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -18929308.000000 Penalty: 3886.454834
	Iteration 51Q: 3 clusters Score -1.892931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -18929296.000000 Penalty: 3886.454834
	Iteration 52Q: 3 clusters Score -1.89293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 151886 members 
Entering Unmasked Estep 
Score: -18929268.000000 Penalty: 3886.454834
	Iteration 53Q: 3 clusters Score -1.892927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -18929272.000000 Penalty: 3886.454834
	Iteration 54Q: 3 clusters Score -1.892927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -18929282.000000 Penalty: 3886.454834
	Iteration 55Q: 3 clusters Score -1.892928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -18929276.000000 Penalty: 3886.454834
	Iteration 56Q: 3 clusters Score -1.892928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 151916 members 
Entering Unmasked Estep 
Score: -18929268.000000 Penalty: 3886.454834
	Iteration 57Q: 3 clusters Score -1.892927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -18929266.000000 Penalty: 3886.454834
	Iteration 58Q: 3 clusters Score -1.892927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -18929262.000000 Penalty: 3886.454834
	Iteration 59Q: 3 clusters Score -1.892926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -18929260.000000 Penalty: 3886.454834
	Iteration 60F: 3 clusters Score -1.892926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -18929250.000000 Penalty: 3886.454834
	Iteration 61Q: 3 clusters Score -1.892925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 151944 members 
Entering Unmasked Estep 
Score: -18929246.000000 Penalty: 3886.454834
	Iteration 62Q: 3 clusters Score -1.892925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 151951 members 
Entering Unmasked Estep 
Score: -18929254.000000 Penalty: 3886.454834
	Iteration 63Q: 3 clusters Score -1.892925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 151957 members 
Entering Unmasked Estep 
Score: -18929258.000000 Penalty: 3886.454834
	Iteration 64Q: 3 clusters Score -1.892926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 151968 members 
Entering Unmasked Estep 
Score: -18929252.000000 Penalty: 3886.454834
	Iteration 65Q: 3 clusters Score -1.892925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -18929244.000000 Penalty: 3886.454834
	Iteration 66Q: 3 clusters Score -1.892924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -18929240.000000 Penalty: 3886.454834
	Iteration 67Q: 3 clusters Score -1.892924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -18929230.000000 Penalty: 3886.454834
	Iteration 68Q: 3 clusters Score -1.892923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -18929230.000000 Penalty: 3886.454834
	Iteration 69F: 3 clusters Score -1.892923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 23827 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 151980 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
Score: -29433098.000000 Penalty: 32274.470703
Splitting cluster 19 changes total score from -29430984.000000 to -29433098.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16531.615234 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16531.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16561.242188 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16561.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16585.232422 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16585.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16594.423828 Penalty: 1539.264526
	Iteration 3Q: 3 clusters Score -16594.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16596.357422 Penalty: 1539.264526
	Iteration 4Q: 3 clusters Score -16596.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16596.357422 Penalty: 1539.264526
	Iteration 5F: 3 clusters Score -16596.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 23827 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12934 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433272.000000 Penalty: 32274.470703
Iteration 119Q: 17 clusters Score -2.943327e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15647 members 
Mstep: Class 3 contains 23966 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 151497 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 4200 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433432.000000 Penalty: 32274.470703
Iteration 120F: 17 clusters Score -2.943343e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 15553 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 12943 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 151886 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 14 contains 10553 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 9550 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433484.000000 Penalty: 32274.470703
Iteration 121Q: 17 clusters Score -2.943348e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15504 members 
Mstep: Class 3 contains 23865 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12914 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152086 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 14 contains 10583 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 9441 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433546.000000 Penalty: 32274.470703
Iteration 122Q: 17 clusters Score -2.943355e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15484 members 
Mstep: Class 3 contains 23832 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 12892 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152209 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 9359 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433534.000000 Penalty: 32274.470703
Iteration 123Q: 17 clusters Score -2.943353e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 23807 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 12876 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152306 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10631 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 9296 members 
Mstep: Class 19 contains 4244 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433540.000000 Penalty: 32274.470703
Iteration 124Q: 17 clusters Score -2.943354e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 23791 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152388 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433586.000000 Penalty: 32274.470703
Iteration 125Q: 17 clusters Score -2.943359e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 23780 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 12845 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152451 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 4261 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433546.000000 Penalty: 32274.470703
Iteration 126Q: 17 clusters Score -2.943355e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 23763 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152510 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 9207 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433578.000000 Penalty: 32274.470703
Iteration 127Q: 17 clusters Score -2.943358e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15376 members 
Mstep: Class 3 contains 23758 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12816 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152551 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10668 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433598.000000 Penalty: 32274.470703
Iteration 128Q: 17 clusters Score -2.94336e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 23756 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152582 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 14 contains 10675 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9181 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433604.000000 Penalty: 32274.470703
Iteration 129Q: 17 clusters Score -2.94336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 23750 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152606 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 9167 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433610.000000 Penalty: 32274.470703
Iteration 130Q: 17 clusters Score -2.943361e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15323 members 
Mstep: Class 3 contains 23743 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152631 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10687 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 9163 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433580.000000 Penalty: 32274.470703
Iteration 131Q: 17 clusters Score -2.943358e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15306 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152645 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10697 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433546.000000 Penalty: 32274.470703
Iteration 132Q: 17 clusters Score -2.943355e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15284 members 
Mstep: Class 3 contains 23728 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152667 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 9150 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433550.000000 Penalty: 32274.470703
Iteration 133Q: 17 clusters Score -2.943355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15275 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152688 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 19 contains 4287 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433552.000000 Penalty: 32274.470703
Iteration 134Q: 17 clusters Score -2.943355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15268 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 12809 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152700 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 4289 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433540.000000 Penalty: 32274.470703
Iteration 135Q: 17 clusters Score -2.943354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15264 members 
Mstep: Class 3 contains 23722 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152714 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9118 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433562.000000 Penalty: 32274.470703
Iteration 136Q: 17 clusters Score -2.943356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 12812 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152719 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9109 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433538.000000 Penalty: 32274.470703
Iteration 137Q: 17 clusters Score -2.943354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152723 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433518.000000 Penalty: 32274.470703
Iteration 138Q: 17 clusters Score -2.943352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 23719 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12817 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152727 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 14 contains 10709 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433514.000000 Penalty: 32274.470703
Iteration 139Q: 17 clusters Score -2.943351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15244 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12819 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152736 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433534.000000 Penalty: 32274.470703
Iteration 140F: 17 clusters Score -2.943353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15237 members 
Mstep: Class 3 contains 23721 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12817 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152750 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 4302 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433532.000000 Penalty: 32274.470703
Iteration 141Q: 17 clusters Score -2.943353e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 23722 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12816 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152763 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433542.000000 Penalty: 32274.470703
Iteration 142Q: 17 clusters Score -2.943354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 15226 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152775 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10708 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433516.000000 Penalty: 32274.470703
Iteration 143Q: 17 clusters Score -2.943352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12811 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152784 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10709 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433520.000000 Penalty: 32274.470703
Iteration 144Q: 17 clusters Score -2.943352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15216 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152787 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433536.000000 Penalty: 32274.470703
Iteration 145Q: 17 clusters Score -2.943354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15215 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12804 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152793 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433534.000000 Penalty: 32274.470703
Iteration 146Q: 17 clusters Score -2.943353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15214 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152799 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433550.000000 Penalty: 32274.470703
Iteration 147Q: 17 clusters Score -2.943355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23722 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152800 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433552.000000 Penalty: 32274.470703
Iteration 148Q: 17 clusters Score -2.943355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23721 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152801 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10710 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433556.000000 Penalty: 32274.470703
Iteration 149Q: 17 clusters Score -2.943356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152801 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10711 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433542.000000 Penalty: 32274.470703
Iteration 150Q: 17 clusters Score -2.943354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23719 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152800 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10713 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433536.000000 Penalty: 32274.470703
Iteration 151Q: 17 clusters Score -2.943354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23719 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152798 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10715 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433540.000000 Penalty: 32274.470703
Iteration 152Q: 17 clusters Score -2.943354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152796 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10718 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433548.000000 Penalty: 32274.470703
Iteration 153Q: 17 clusters Score -2.943355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23717 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152795 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10719 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433560.000000 Penalty: 32274.470703
Iteration 154Q: 17 clusters Score -2.943356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23716 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152794 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433562.000000 Penalty: 32274.470703
Iteration 155Q: 17 clusters Score -2.943356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23716 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152792 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10723 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433556.000000 Penalty: 32274.470703
Iteration 156Q: 17 clusters Score -2.943356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23716 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152791 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10724 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433554.000000 Penalty: 32274.470703
Iteration 157Q: 17 clusters Score -2.943355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23715 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152791 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10725 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433554.000000 Penalty: 32274.470703
Iteration 158Q: 17 clusters Score -2.943355e+07 nChanged 5
Entering ConstructFrom: 
Score: -29433554.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -235275.203125 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -235275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233173.359375 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -233173.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233601.187500 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -233601.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -233710.218750 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -233710.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233774.656250 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -233774.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -233811.390625 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -233811.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -233833.625000 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -233833.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233851.203125 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -233851.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -233866.265625 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -233866.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -233876.796875 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -233876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -233883.343750 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -233883.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -233890.734375 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -233890.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -233898.140625 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -233898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -233905.781250 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -233905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -233910.250000 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -233910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -233913.687500 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -233913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -233916.109375 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -233916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -233917.734375 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -233917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233918.875000 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -233918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233920.593750 Penalty: 2475.612061
	Iteration 18Q: 3 clusters Score -233920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -233923.562500 Penalty: 2475.612061
	Iteration 19Q: 3 clusters Score -233923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -233927.234375 Penalty: 2475.612061
	Iteration 20F: 3 clusters Score -233927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -233933.812500 Penalty: 2475.612061
	Iteration 21Q: 3 clusters Score -233933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -233941.437500 Penalty: 2475.612061
	Iteration 22Q: 3 clusters Score -233941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -233949.296875 Penalty: 2475.612061
	Iteration 23Q: 3 clusters Score -233949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -233951.609375 Penalty: 2475.612061
	Iteration 24Q: 3 clusters Score -233951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -233952.109375 Penalty: 2475.612061
	Iteration 25Q: 3 clusters Score -233952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -233952.609375 Penalty: 2475.612061
	Iteration 26Q: 3 clusters Score -233952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -233952.609375 Penalty: 2475.612061
	Iteration 27F: 3 clusters Score -233952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1777144.625000 Penalty: 1564.859619
	Iteration 0F: 2 clusters Score -1777145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1766654.625000 Penalty: 3129.719238
	Iteration 0F: 3 clusters Score -1766655 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1770345.625000 Penalty: 3129.719238
	Iteration 1F: 3 clusters Score -1770346 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1770600.125000 Penalty: 3129.719238
	Iteration 2F: 3 clusters Score -1770600 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1770810.000000 Penalty: 3129.719238
	Iteration 3Q: 3 clusters Score -1770810 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1771018.750000 Penalty: 3129.719238
	Iteration 4Q: 3 clusters Score -1771019 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1771263.125000 Penalty: 3129.719238
	Iteration 5Q: 3 clusters Score -1771263 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1771534.500000 Penalty: 3129.719238
	Iteration 6Q: 3 clusters Score -1771534 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1771915.750000 Penalty: 3129.719238
	Iteration 7Q: 3 clusters Score -1771916 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1772446.250000 Penalty: 3129.719238
	Iteration 8F: 3 clusters Score -1772446 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1773095.375000 Penalty: 3129.719238
	Iteration 9F: 3 clusters Score -1773095 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1773850.250000 Penalty: 3129.719238
	Iteration 10F: 3 clusters Score -1773850 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1774647.500000 Penalty: 3129.719238
	Iteration 11F: 3 clusters Score -1774648 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1775160.500000 Penalty: 3129.719238
	Iteration 12Q: 3 clusters Score -1775160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1775463.000000 Penalty: 3129.719238
	Iteration 13Q: 3 clusters Score -1775463 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1775653.125000 Penalty: 3129.719238
	Iteration 14Q: 3 clusters Score -1775653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1775771.750000 Penalty: 3129.719238
	Iteration 15Q: 3 clusters Score -1775772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1775879.875000 Penalty: 3129.719238
	Iteration 16Q: 3 clusters Score -1775880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1775957.000000 Penalty: 3129.719238
	Iteration 17Q: 3 clusters Score -1775957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1776001.000000 Penalty: 3129.719238
	Iteration 18Q: 3 clusters Score -1776001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1776030.125000 Penalty: 3129.719238
	Iteration 19Q: 3 clusters Score -1776030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1776042.750000 Penalty: 3129.719238
	Iteration 20F: 3 clusters Score -1776043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1776058.500000 Penalty: 3129.719238
	Iteration 21Q: 3 clusters Score -1776058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1776073.500000 Penalty: 3129.719238
	Iteration 22Q: 3 clusters Score -1776074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1776086.000000 Penalty: 3129.719238
	Iteration 23Q: 3 clusters Score -1776086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1776094.625000 Penalty: 3129.719238
	Iteration 24Q: 3 clusters Score -1776095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1776101.125000 Penalty: 3129.719238
	Iteration 25Q: 3 clusters Score -1776101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1776106.875000 Penalty: 3129.719238
	Iteration 26Q: 3 clusters Score -1776107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1776111.000000 Penalty: 3129.719238
	Iteration 27Q: 3 clusters Score -1776111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1776112.375000 Penalty: 3129.719238
	Iteration 28Q: 3 clusters Score -1776112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1776115.000000 Penalty: 3129.719238
	Iteration 29Q: 3 clusters Score -1776115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1776121.500000 Penalty: 3129.719238
	Iteration 30Q: 3 clusters Score -1776122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1776124.875000 Penalty: 3129.719238
	Iteration 31Q: 3 clusters Score -1776125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1776130.875000 Penalty: 3129.719238
	Iteration 32Q: 3 clusters Score -1776131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1776134.750000 Penalty: 3129.719238
	Iteration 33Q: 3 clusters Score -1776135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1776141.250000 Penalty: 3129.719238
	Iteration 34Q: 3 clusters Score -1776141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1776145.750000 Penalty: 3129.719238
	Iteration 35Q: 3 clusters Score -1776146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1776149.000000 Penalty: 3129.719238
	Iteration 36Q: 3 clusters Score -1776149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1776150.000000 Penalty: 3129.719238
	Iteration 37Q: 3 clusters Score -1776150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1776150.625000 Penalty: 3129.719238
	Iteration 38Q: 3 clusters Score -1776151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1776151.750000 Penalty: 3129.719238
	Iteration 39Q: 3 clusters Score -1776152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1776151.250000 Penalty: 3129.719238
	Iteration 40F: 3 clusters Score -1776151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Entering Unmasked Estep 
Score: -2892030.750000 Penalty: 1636.995972
	Iteration 0F: 2 clusters Score -2892031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2876013.250000 Penalty: 3273.991943
	Iteration 0F: 3 clusters Score -2876013 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2881837.000000 Penalty: 3273.991943
	Iteration 1F: 3 clusters Score -2881837 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2882158.000000 Penalty: 3273.991943
	Iteration 2Q: 3 clusters Score -2882158 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2882446.750000 Penalty: 3273.991943
	Iteration 3Q: 3 clusters Score -2882447 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2882702.750000 Penalty: 3273.991943
	Iteration 4Q: 3 clusters Score -2882703 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2882970.000000 Penalty: 3273.991943
	Iteration 5Q: 3 clusters Score -2882970 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2883267.500000 Penalty: 3273.991943
	Iteration 6Q: 3 clusters Score -2883268 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2883616.750000 Penalty: 3273.991943
	Iteration 7Q: 3 clusters Score -2883617 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2884040.500000 Penalty: 3273.991943
	Iteration 8Q: 3 clusters Score -2884040 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2884527.250000 Penalty: 3273.991943
	Iteration 9Q: 3 clusters Score -2884527 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2885124.000000 Penalty: 3273.991943
	Iteration 10Q: 3 clusters Score -2885124 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2885778.000000 Penalty: 3273.991943
	Iteration 11Q: 3 clusters Score -2885778 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2886476.000000 Penalty: 3273.991943
	Iteration 12Q: 3 clusters Score -2886476 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2887255.500000 Penalty: 3273.991943
	Iteration 13Q: 3 clusters Score -2887256 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2887915.500000 Penalty: 3273.991943
	Iteration 14Q: 3 clusters Score -2887916 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2888409.250000 Penalty: 3273.991943
	Iteration 15Q: 3 clusters Score -2888409 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2888776.000000 Penalty: 3273.991943
	Iteration 16Q: 3 clusters Score -2888776 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2889056.500000 Penalty: 3273.991943
	Iteration 17Q: 3 clusters Score -2889056 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2889272.500000 Penalty: 3273.991943
	Iteration 18Q: 3 clusters Score -2889272 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2889430.750000 Penalty: 3273.991943
	Iteration 19Q: 3 clusters Score -2889431 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2889571.750000 Penalty: 3273.991943
	Iteration 20F: 3 clusters Score -2889572 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2889695.250000 Penalty: 3273.991943
	Iteration 21Q: 3 clusters Score -2889695 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2889818.750000 Penalty: 3273.991943
	Iteration 22Q: 3 clusters Score -2889819 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2889949.500000 Penalty: 3273.991943
	Iteration 23Q: 3 clusters Score -2889950 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2890074.750000 Penalty: 3273.991943
	Iteration 24Q: 3 clusters Score -2890075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2890185.750000 Penalty: 3273.991943
	Iteration 25Q: 3 clusters Score -2890186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2890272.500000 Penalty: 3273.991943
	Iteration 26Q: 3 clusters Score -2890272 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2890360.500000 Penalty: 3273.991943
	Iteration 27Q: 3 clusters Score -2890360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2890434.250000 Penalty: 3273.991943
	Iteration 28Q: 3 clusters Score -2890434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2890508.500000 Penalty: 3273.991943
	Iteration 29Q: 3 clusters Score -2890508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2890574.250000 Penalty: 3273.991943
	Iteration 30Q: 3 clusters Score -2890574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2890643.250000 Penalty: 3273.991943
	Iteration 31Q: 3 clusters Score -2890643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2890706.250000 Penalty: 3273.991943
	Iteration 32Q: 3 clusters Score -2890706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2890774.250000 Penalty: 3273.991943
	Iteration 33Q: 3 clusters Score -2890774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2890836.000000 Penalty: 3273.991943
	Iteration 34Q: 3 clusters Score -2890836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2890889.000000 Penalty: 3273.991943
	Iteration 35Q: 3 clusters Score -2890889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2890916.250000 Penalty: 3273.991943
	Iteration 36Q: 3 clusters Score -2890916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2890949.250000 Penalty: 3273.991943
	Iteration 37Q: 3 clusters Score -2890949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2890980.000000 Penalty: 3273.991943
	Iteration 38Q: 3 clusters Score -2890980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2890997.000000 Penalty: 3273.991943
	Iteration 39Q: 3 clusters Score -2890997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2891012.500000 Penalty: 3273.991943
	Iteration 40F: 3 clusters Score -2891012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2891018.250000 Penalty: 3273.991943
	Iteration 41Q: 3 clusters Score -2891018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2891028.000000 Penalty: 3273.991943
	Iteration 42Q: 3 clusters Score -2891028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2891028.500000 Penalty: 3273.991943
	Iteration 43Q: 3 clusters Score -2891028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2891037.750000 Penalty: 3273.991943
	Iteration 44Q: 3 clusters Score -2891038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2891041.500000 Penalty: 3273.991943
	Iteration 45Q: 3 clusters Score -2891042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2891048.750000 Penalty: 3273.991943
	Iteration 46Q: 3 clusters Score -2891049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2891051.000000 Penalty: 3273.991943
	Iteration 47Q: 3 clusters Score -2891051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2891058.250000 Penalty: 3273.991943
	Iteration 48Q: 3 clusters Score -2891058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2891060.000000 Penalty: 3273.991943
	Iteration 49Q: 3 clusters Score -2891060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2891065.500000 Penalty: 3273.991943
	Iteration 50Q: 3 clusters Score -2891066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2891071.250000 Penalty: 3273.991943
	Iteration 51Q: 3 clusters Score -2891071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2891073.000000 Penalty: 3273.991943
	Iteration 52Q: 3 clusters Score -2891073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2891076.750000 Penalty: 3273.991943
	Iteration 53Q: 3 clusters Score -2891077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2891080.500000 Penalty: 3273.991943
	Iteration 54Q: 3 clusters Score -2891080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2891082.750000 Penalty: 3273.991943
	Iteration 55Q: 3 clusters Score -2891083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2891083.750000 Penalty: 3273.991943
	Iteration 56Q: 3 clusters Score -2891084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2891083.750000 Penalty: 3273.991943
	Iteration 57Q: 3 clusters Score -2891084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2891084.500000 Penalty: 3273.991943
	Iteration 58Q: 3 clusters Score -2891084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2891084.000000 Penalty: 3273.991943
	Iteration 59Q: 3 clusters Score -2891084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2891084.000000 Penalty: 3273.991943
	Iteration 60F: 3 clusters Score -2891084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -303688.187500 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -303688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301249.375000 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -301249.4 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301819.750000 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -301819.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -301950.531250 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -301950.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302037.625000 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -302037.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -302104.750000 Penalty: 2537.176270
	Iteration 4Q: 3 clusters Score -302104.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -302142.500000 Penalty: 2537.176270
	Iteration 5Q: 3 clusters Score -302142.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302170.531250 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -302170.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -302193.437500 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -302193.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -302206.125000 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -302206.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -302220.093750 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -302220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -302236.906250 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -302236.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302252.906250 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -302252.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -302269.312500 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -302269.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -302287.750000 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -302287.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -302304.718750 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -302304.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -302322.562500 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -302322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -302336.093750 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -302336.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -302353.281250 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -302353.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -302366.312500 Penalty: 2537.176270
	Iteration 18Q: 3 clusters Score -302366.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -302378.250000 Penalty: 2537.176270
	Iteration 19Q: 3 clusters Score -302378.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -302392.500000 Penalty: 2537.176270
	Iteration 20F: 3 clusters Score -302392.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -302402.812500 Penalty: 2537.176270
	Iteration 21Q: 3 clusters Score -302402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -302408.562500 Penalty: 2537.176270
	Iteration 22Q: 3 clusters Score -302408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -302413.937500 Penalty: 2537.176270
	Iteration 23Q: 3 clusters Score -302413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -302417.468750 Penalty: 2537.176270
	Iteration 24Q: 3 clusters Score -302417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -302422.812500 Penalty: 2537.176270
	Iteration 25Q: 3 clusters Score -302422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -302430.593750 Penalty: 2537.176270
	Iteration 26Q: 3 clusters Score -302430.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -302443.218750 Penalty: 2537.176270
	Iteration 27Q: 3 clusters Score -302443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -302447.468750 Penalty: 2537.176270
	Iteration 28Q: 3 clusters Score -302447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -302450.750000 Penalty: 2537.176270
	Iteration 29Q: 3 clusters Score -302450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -302451.718750 Penalty: 2537.176270
	Iteration 30Q: 3 clusters Score -302451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -302454.375000 Penalty: 2537.176270
	Iteration 31Q: 3 clusters Score -302454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -302456.593750 Penalty: 2537.176270
	Iteration 32Q: 3 clusters Score -302456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -302461.031250 Penalty: 2537.176270
	Iteration 33Q: 3 clusters Score -302461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -302465.062500 Penalty: 2537.176270
	Iteration 34Q: 3 clusters Score -302465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -302468.125000 Penalty: 2537.176270
	Iteration 35Q: 3 clusters Score -302468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -302468.906250 Penalty: 2537.176270
	Iteration 36Q: 3 clusters Score -302468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -302469.312500 Penalty: 2537.176270
	Iteration 37Q: 3 clusters Score -302469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -302471.031250 Penalty: 2537.176270
	Iteration 38Q: 3 clusters Score -302471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -302473.718750 Penalty: 2537.176270
	Iteration 39Q: 3 clusters Score -302473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -302475.968750 Penalty: 2537.176270
	Iteration 40F: 3 clusters Score -302476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -302476.812500 Penalty: 2537.176270
	Iteration 41Q: 3 clusters Score -302476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -302477.125000 Penalty: 2537.176270
	Iteration 42Q: 3 clusters Score -302477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -302477.968750 Penalty: 2537.176270
	Iteration 43Q: 3 clusters Score -302478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -302478.906250 Penalty: 2537.176270
	Iteration 44Q: 3 clusters Score -302478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -302479.937500 Penalty: 2537.176270
	Iteration 45Q: 3 clusters Score -302479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -302480.593750 Penalty: 2537.176270
	Iteration 46Q: 3 clusters Score -302480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -302480.593750 Penalty: 2537.176270
	Iteration 47F: 3 clusters Score -302480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1577080.500000 Penalty: 1536.833130
	Iteration 0F: 2 clusters Score -1577080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1568183.375000 Penalty: 3073.666260
	Iteration 0F: 3 clusters Score -1568183 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1571099.125000 Penalty: 3073.666260
	Iteration 1F: 3 clusters Score -1571099 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1571382.250000 Penalty: 3073.666260
	Iteration 2F: 3 clusters Score -1571382 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1571633.125000 Penalty: 3073.666260
	Iteration 3Q: 3 clusters Score -1571633 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1571848.125000 Penalty: 3073.666260
	Iteration 4Q: 3 clusters Score -1571848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1572022.875000 Penalty: 3073.666260
	Iteration 5Q: 3 clusters Score -1572023 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1572197.500000 Penalty: 3073.666260
	Iteration 6Q: 3 clusters Score -1572198 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1572409.500000 Penalty: 3073.666260
	Iteration 7Q: 3 clusters Score -1572410 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1572632.125000 Penalty: 3073.666260
	Iteration 8Q: 3 clusters Score -1572632 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1572879.000000 Penalty: 3073.666260
	Iteration 9Q: 3 clusters Score -1572879 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1573111.625000 Penalty: 3073.666260
	Iteration 10Q: 3 clusters Score -1573112 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1573356.125000 Penalty: 3073.666260
	Iteration 11Q: 3 clusters Score -1573356 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1573591.375000 Penalty: 3073.666260
	Iteration 12Q: 3 clusters Score -1573591 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1573806.625000 Penalty: 3073.666260
	Iteration 13Q: 3 clusters Score -1573807 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1573981.000000 Penalty: 3073.666260
	Iteration 14Q: 3 clusters Score -1573981 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1574136.750000 Penalty: 3073.666260
	Iteration 15Q: 3 clusters Score -1574137 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1574255.875000 Penalty: 3073.666260
	Iteration 16Q: 3 clusters Score -1574256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1574338.125000 Penalty: 3073.666260
	Iteration 17Q: 3 clusters Score -1574338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1574402.875000 Penalty: 3073.666260
	Iteration 18Q: 3 clusters Score -1574403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1574453.750000 Penalty: 3073.666260
	Iteration 19Q: 3 clusters Score -1574454 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1574500.750000 Penalty: 3073.666260
	Iteration 20F: 3 clusters Score -1574501 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1574542.125000 Penalty: 3073.666260
	Iteration 21Q: 3 clusters Score -1574542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1574574.000000 Penalty: 3073.666260
	Iteration 22Q: 3 clusters Score -1574574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1574610.375000 Penalty: 3073.666260
	Iteration 23Q: 3 clusters Score -1574610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1574638.500000 Penalty: 3073.666260
	Iteration 24Q: 3 clusters Score -1574638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1574666.750000 Penalty: 3073.666260
	Iteration 25Q: 3 clusters Score -1574667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1574686.625000 Penalty: 3073.666260
	Iteration 26Q: 3 clusters Score -1574687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1574705.250000 Penalty: 3073.666260
	Iteration 27Q: 3 clusters Score -1574705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1574722.750000 Penalty: 3073.666260
	Iteration 28Q: 3 clusters Score -1574723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1574745.875000 Penalty: 3073.666260
	Iteration 29Q: 3 clusters Score -1574746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1574765.250000 Penalty: 3073.666260
	Iteration 30Q: 3 clusters Score -1574765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1574782.250000 Penalty: 3073.666260
	Iteration 31Q: 3 clusters Score -1574782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1574801.000000 Penalty: 3073.666260
	Iteration 32Q: 3 clusters Score -1574801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1574822.500000 Penalty: 3073.666260
	Iteration 33Q: 3 clusters Score -1574822 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1574844.750000 Penalty: 3073.666260
	Iteration 34Q: 3 clusters Score -1574845 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1574874.250000 Penalty: 3073.666260
	Iteration 35Q: 3 clusters Score -1574874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1574900.000000 Penalty: 3073.666260
	Iteration 36Q: 3 clusters Score -1574900 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1574917.125000 Penalty: 3073.666260
	Iteration 37Q: 3 clusters Score -1574917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1574938.375000 Penalty: 3073.666260
	Iteration 38Q: 3 clusters Score -1574938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1574962.250000 Penalty: 3073.666260
	Iteration 39Q: 3 clusters Score -1574962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1574996.875000 Penalty: 3073.666260
	Iteration 40F: 3 clusters Score -1574997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1575021.375000 Penalty: 3073.666260
	Iteration 41Q: 3 clusters Score -1575021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1575046.750000 Penalty: 3073.666260
	Iteration 42Q: 3 clusters Score -1575047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1575075.250000 Penalty: 3073.666260
	Iteration 43Q: 3 clusters Score -1575075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1575106.125000 Penalty: 3073.666260
	Iteration 44Q: 3 clusters Score -1575106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1575148.250000 Penalty: 3073.666260
	Iteration 45Q: 3 clusters Score -1575148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1575185.125000 Penalty: 3073.666260
	Iteration 46Q: 3 clusters Score -1575185 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1575218.375000 Penalty: 3073.666260
	Iteration 47Q: 3 clusters Score -1575218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1575258.750000 Penalty: 3073.666260
	Iteration 48Q: 3 clusters Score -1575259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1575297.500000 Penalty: 3073.666260
	Iteration 49Q: 3 clusters Score -1575298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1575342.750000 Penalty: 3073.666260
	Iteration 50Q: 3 clusters Score -1575343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1575380.250000 Penalty: 3073.666260
	Iteration 51Q: 3 clusters Score -1575380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1575408.375000 Penalty: 3073.666260
	Iteration 52Q: 3 clusters Score -1575408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1575429.250000 Penalty: 3073.666260
	Iteration 53Q: 3 clusters Score -1575429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1575461.125000 Penalty: 3073.666260
	Iteration 54Q: 3 clusters Score -1575461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1575488.750000 Penalty: 3073.666260
	Iteration 55Q: 3 clusters Score -1575489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1575519.875000 Penalty: 3073.666260
	Iteration 56Q: 3 clusters Score -1575520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1575553.625000 Penalty: 3073.666260
	Iteration 57Q: 3 clusters Score -1575554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1575584.875000 Penalty: 3073.666260
	Iteration 58Q: 3 clusters Score -1575585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1575608.750000 Penalty: 3073.666260
	Iteration 59Q: 3 clusters Score -1575609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1575631.875000 Penalty: 3073.666260
	Iteration 60F: 3 clusters Score -1575632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1575659.250000 Penalty: 3073.666260
	Iteration 61Q: 3 clusters Score -1575659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1575680.625000 Penalty: 3073.666260
	Iteration 62Q: 3 clusters Score -1575681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1575693.750000 Penalty: 3073.666260
	Iteration 63Q: 3 clusters Score -1575694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1575703.500000 Penalty: 3073.666260
	Iteration 64Q: 3 clusters Score -1575704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1575708.625000 Penalty: 3073.666260
	Iteration 65Q: 3 clusters Score -1575709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1575717.250000 Penalty: 3073.666260
	Iteration 66Q: 3 clusters Score -1575717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1575721.000000 Penalty: 3073.666260
	Iteration 67Q: 3 clusters Score -1575721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1575727.875000 Penalty: 3073.666260
	Iteration 68Q: 3 clusters Score -1575728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1575735.625000 Penalty: 3073.666260
	Iteration 69Q: 3 clusters Score -1575736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1575742.250000 Penalty: 3073.666260
	Iteration 70Q: 3 clusters Score -1575742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1575749.625000 Penalty: 3073.666260
	Iteration 71Q: 3 clusters Score -1575750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1575755.500000 Penalty: 3073.666260
	Iteration 72Q: 3 clusters Score -1575756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1575757.250000 Penalty: 3073.666260
	Iteration 73Q: 3 clusters Score -1575757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1575760.000000 Penalty: 3073.666260
	Iteration 74Q: 3 clusters Score -1575760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1575764.000000 Penalty: 3073.666260
	Iteration 75Q: 3 clusters Score -1575764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1575766.750000 Penalty: 3073.666260
	Iteration 76Q: 3 clusters Score -1575767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1575771.750000 Penalty: 3073.666260
	Iteration 77Q: 3 clusters Score -1575772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1575774.625000 Penalty: 3073.666260
	Iteration 78Q: 3 clusters Score -1575775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1575781.875000 Penalty: 3073.666260
	Iteration 79Q: 3 clusters Score -1575782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1575783.125000 Penalty: 3073.666260
	Iteration 80F: 3 clusters Score -1575783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1575787.500000 Penalty: 3073.666260
	Iteration 81Q: 3 clusters Score -1575788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1575789.625000 Penalty: 3073.666260
	Iteration 82Q: 3 clusters Score -1575790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1575791.625000 Penalty: 3073.666260
	Iteration 83Q: 3 clusters Score -1575792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1575792.125000 Penalty: 3073.666260
	Iteration 84Q: 3 clusters Score -1575792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1575793.000000 Penalty: 3073.666260
	Iteration 85Q: 3 clusters Score -1575793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1575793.000000 Penalty: 3073.666260
	Iteration 86F: 3 clusters Score -1575793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -44589.023438 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -44589.02 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 216 members 
Entering Unmasked Estep 
Score: -43616.437500 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -43616.44 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43820.332031 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -43820.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43862.195312 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -43862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43875.410156 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -43875.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43885.007812 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -43885.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43892.722656 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -43892.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43895.039062 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -43895.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43899.960938 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -43899.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43903.121094 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -43903.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43908.253906 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -43908.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43913.847656 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -43913.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43920.214844 Penalty: 1978.939697
	Iteration 11Q: 3 clusters Score -43920.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43928.187500 Penalty: 1978.939697
	Iteration 12Q: 3 clusters Score -43928.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43935.851562 Penalty: 1978.939697
	Iteration 13Q: 3 clusters Score -43935.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43944.472656 Penalty: 1978.939697
	Iteration 14Q: 3 clusters Score -43944.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43948.222656 Penalty: 1978.939697
	Iteration 15Q: 3 clusters Score -43948.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43952.781250 Penalty: 1978.939697
	Iteration 16Q: 3 clusters Score -43952.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43956.835938 Penalty: 1978.939697
	Iteration 17Q: 3 clusters Score -43956.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43958.339844 Penalty: 1978.939697
	Iteration 18Q: 3 clusters Score -43958.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43958.339844 Penalty: 1978.939697
	Iteration 19F: 3 clusters Score -43958.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 147 members 
Entering Unmasked Estep 
Score: -42546.082031 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42546.08 nChanged 50
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: -42650.300781 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42650.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42683.167969 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42683.17 nChanged 5
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: -42694.656250 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42694.66 nChanged 0
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: -42694.656250 Penalty: 1859.101318
	Iteration 4F: 3 clusters Score -42694.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Entering Unmasked Estep 
Score: -18533976.000000 Penalty: 1939.735229
	Iteration 0F: 2 clusters Score -1.853398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -18440074.000000 Penalty: 3879.470459
	Iteration 0F: 3 clusters Score -1.844007e+07 nChanged 73974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -18484350.000000 Penalty: 3879.470459
	Iteration 1F: 3 clusters Score -1.848435e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -18486336.000000 Penalty: 3879.470459
	Iteration 2Q: 3 clusters Score -1.848634e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -18489004.000000 Penalty: 3879.470459
	Iteration 3Q: 3 clusters Score -1.8489e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -18492896.000000 Penalty: 3879.470459
	Iteration 4F: 3 clusters Score -1.84929e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -18498332.000000 Penalty: 3879.470459
	Iteration 5F: 3 clusters Score -1.849833e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -18505302.000000 Penalty: 3879.470459
	Iteration 6F: 3 clusters Score -1.85053e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -18512060.000000 Penalty: 3879.470459
	Iteration 7F: 3 clusters Score -1.851206e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -18516904.000000 Penalty: 3879.470459
	Iteration 8Q: 3 clusters Score -1.85169e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -18519610.000000 Penalty: 3879.470459
	Iteration 9Q: 3 clusters Score -1.851961e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -18520880.000000 Penalty: 3879.470459
	Iteration 10Q: 3 clusters Score -1.852088e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -18521476.000000 Penalty: 3879.470459
	Iteration 11Q: 3 clusters Score -1.852148e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -18521898.000000 Penalty: 3879.470459
	Iteration 12Q: 3 clusters Score -1.85219e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -18522280.000000 Penalty: 3879.470459
	Iteration 13Q: 3 clusters Score -1.852228e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -18522600.000000 Penalty: 3879.470459
	Iteration 14Q: 3 clusters Score -1.85226e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -18523018.000000 Penalty: 3879.470459
	Iteration 15Q: 3 clusters Score -1.852302e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -18523406.000000 Penalty: 3879.470459
	Iteration 16Q: 3 clusters Score -1.852341e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -18523906.000000 Penalty: 3879.470459
	Iteration 17Q: 3 clusters Score -1.852391e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138060 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -18524344.000000 Penalty: 3879.470459
	Iteration 18Q: 3 clusters Score -1.852434e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -18524752.000000 Penalty: 3879.470459
	Iteration 19Q: 3 clusters Score -1.852475e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -18525204.000000 Penalty: 3879.470459
	Iteration 20F: 3 clusters Score -1.85252e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -18525740.000000 Penalty: 3879.470459
	Iteration 21Q: 3 clusters Score -1.852574e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142221 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -18526186.000000 Penalty: 3879.470459
	Iteration 22Q: 3 clusters Score -1.852619e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -18526616.000000 Penalty: 3879.470459
	Iteration 23Q: 3 clusters Score -1.852662e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -18527194.000000 Penalty: 3879.470459
	Iteration 24Q: 3 clusters Score -1.852719e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145048 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -18527666.000000 Penalty: 3879.470459
	Iteration 25Q: 3 clusters Score -1.852767e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -18528106.000000 Penalty: 3879.470459
	Iteration 26Q: 3 clusters Score -1.852811e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146691 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -18528652.000000 Penalty: 3879.470459
	Iteration 27Q: 3 clusters Score -1.852865e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147407 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -18529108.000000 Penalty: 3879.470459
	Iteration 28Q: 3 clusters Score -1.852911e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -18529492.000000 Penalty: 3879.470459
	Iteration 29Q: 3 clusters Score -1.852949e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -18529810.000000 Penalty: 3879.470459
	Iteration 30Q: 3 clusters Score -1.852981e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -18530072.000000 Penalty: 3879.470459
	Iteration 31Q: 3 clusters Score -1.853007e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149657 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -18530416.000000 Penalty: 3879.470459
	Iteration 32Q: 3 clusters Score -1.853042e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -18530690.000000 Penalty: 3879.470459
	Iteration 33Q: 3 clusters Score -1.853069e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150491 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -18530944.000000 Penalty: 3879.470459
	Iteration 34Q: 3 clusters Score -1.853094e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150814 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18531190.000000 Penalty: 3879.470459
	Iteration 35Q: 3 clusters Score -1.853119e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -18531394.000000 Penalty: 3879.470459
	Iteration 36Q: 3 clusters Score -1.853139e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18531540.000000 Penalty: 3879.470459
	Iteration 37Q: 3 clusters Score -1.853154e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -18531668.000000 Penalty: 3879.470459
	Iteration 38Q: 3 clusters Score -1.853167e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151597 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18531726.000000 Penalty: 3879.470459
	Iteration 39Q: 3 clusters Score -1.853173e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18531794.000000 Penalty: 3879.470459
	Iteration 40F: 3 clusters Score -1.853179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18531854.000000 Penalty: 3879.470459
	Iteration 41Q: 3 clusters Score -1.853185e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151845 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -18531896.000000 Penalty: 3879.470459
	Iteration 42Q: 3 clusters Score -1.85319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18531902.000000 Penalty: 3879.470459
	Iteration 43Q: 3 clusters Score -1.85319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -18531932.000000 Penalty: 3879.470459
	Iteration 44Q: 3 clusters Score -1.853193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -18531958.000000 Penalty: 3879.470459
	Iteration 45Q: 3 clusters Score -1.853196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -18532002.000000 Penalty: 3879.470459
	Iteration 46Q: 3 clusters Score -1.8532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152030 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18532032.000000 Penalty: 3879.470459
	Iteration 47Q: 3 clusters Score -1.853203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18532066.000000 Penalty: 3879.470459
	Iteration 48Q: 3 clusters Score -1.853207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18532088.000000 Penalty: 3879.470459
	Iteration 49Q: 3 clusters Score -1.853209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18532082.000000 Penalty: 3879.470459
	Iteration 50Q: 3 clusters Score -1.853208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18532110.000000 Penalty: 3879.470459
	Iteration 51Q: 3 clusters Score -1.853211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18532090.000000 Penalty: 3879.470459
	Iteration 52Q: 3 clusters Score -1.853209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18532082.000000 Penalty: 3879.470459
	Iteration 53Q: 3 clusters Score -1.853208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18532082.000000 Penalty: 3879.470459
	Iteration 54Q: 3 clusters Score -1.853208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18532108.000000 Penalty: 3879.470459
	Iteration 55Q: 3 clusters Score -1.853211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152138 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18532122.000000 Penalty: 3879.470459
	Iteration 56Q: 3 clusters Score -1.853212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18532122.000000 Penalty: 3879.470459
	Iteration 57Q: 3 clusters Score -1.853212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18532130.000000 Penalty: 3879.470459
	Iteration 58Q: 3 clusters Score -1.853213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18532120.000000 Penalty: 3879.470459
	Iteration 59Q: 3 clusters Score -1.853212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18532140.000000 Penalty: 3879.470459
	Iteration 60F: 3 clusters Score -1.853214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18532136.000000 Penalty: 3879.470459
	Iteration 61Q: 3 clusters Score -1.853214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18532130.000000 Penalty: 3879.470459
	Iteration 62Q: 3 clusters Score -1.853213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18532134.000000 Penalty: 3879.470459
	Iteration 63Q: 3 clusters Score -1.853213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18532142.000000 Penalty: 3879.470459
	Iteration 64Q: 3 clusters Score -1.853214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18532150.000000 Penalty: 3879.470459
	Iteration 65Q: 3 clusters Score -1.853215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18532150.000000 Penalty: 3879.470459
	Iteration 66F: 3 clusters Score -1.853215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -125178.070312 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -125178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123674.781250 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -123674.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -123966.921875 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -123966.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124034.992188 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -124035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -124067.375000 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -124067.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -124087.210938 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -124087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124095.062500 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -124095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124100.257812 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -124100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124109.601562 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -124109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124114.171875 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -124114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124118.195312 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -124118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124120.781250 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -124120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124123.929688 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -124123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124126.250000 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -124126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124130.414062 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -124130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124132.273438 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -124132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124132.273438 Penalty: 2270.934326
	Iteration 15F: 3 clusters Score -124132.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -206873.046875 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -206873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -204849.593750 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -204849.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205261.375000 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -205261.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -205417.312500 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -205417.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -205536.640625 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -205536.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -205603.859375 Penalty: 2445.131348
	Iteration 4F: 3 clusters Score -205603.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -205663.500000 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -205663.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -205720.406250 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -205720.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205766.765625 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -205766.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -205808.437500 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -205808.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -205840.406250 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -205840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -205865.734375 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -205865.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -205897.875000 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -205897.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -205930.015625 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -205930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205975.171875 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -205975.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -206019.734375 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -206019.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -206063.265625 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -206063.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -206111.828125 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -206111.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -206151.890625 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -206151.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -206175.562500 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -206175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -206186.328125 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -206186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -206196.953125 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -206197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -206206.343750 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -206206.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -206213.734375 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -206213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -206216.625000 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -206216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -206218.031250 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -206218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206219.062500 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -206219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -206219.640625 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -206219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -206221.421875 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -206221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -206226.703125 Penalty: 2445.131348
	Iteration 28Q: 3 clusters Score -206226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -206228.109375 Penalty: 2445.131348
	Iteration 29Q: 3 clusters Score -206228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -206228.031250 Penalty: 2445.131348
	Iteration 30Q: 3 clusters Score -206228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -206228.421875 Penalty: 2445.131348
	Iteration 31Q: 3 clusters Score -206228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -206228.421875 Penalty: 2445.131348
	Iteration 32F: 3 clusters Score -206228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Entering Unmasked Estep 
Score: -1295606.375000 Penalty: 1508.054077
	Iteration 0F: 2 clusters Score -1295606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1287910.875000 Penalty: 3016.108154
	Iteration 0F: 3 clusters Score -1287911 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1290554.000000 Penalty: 3016.108154
	Iteration 1F: 3 clusters Score -1290554 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1290882.000000 Penalty: 3016.108154
	Iteration 2F: 3 clusters Score -1290882 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1291122.000000 Penalty: 3016.108154
	Iteration 3F: 3 clusters Score -1291122 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1291329.625000 Penalty: 3016.108154
	Iteration 4Q: 3 clusters Score -1291330 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1291531.125000 Penalty: 3016.108154
	Iteration 5Q: 3 clusters Score -1291531 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1291760.500000 Penalty: 3016.108154
	Iteration 6Q: 3 clusters Score -1291760 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1292055.500000 Penalty: 3016.108154
	Iteration 7Q: 3 clusters Score -1292056 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1292437.125000 Penalty: 3016.108154
	Iteration 8Q: 3 clusters Score -1292437 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1292870.625000 Penalty: 3016.108154
	Iteration 9F: 3 clusters Score -1292871 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1293272.250000 Penalty: 3016.108154
	Iteration 10Q: 3 clusters Score -1293272 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1293496.250000 Penalty: 3016.108154
	Iteration 11Q: 3 clusters Score -1293496 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1293625.750000 Penalty: 3016.108154
	Iteration 12Q: 3 clusters Score -1293626 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1293730.000000 Penalty: 3016.108154
	Iteration 13Q: 3 clusters Score -1293730 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1293792.875000 Penalty: 3016.108154
	Iteration 14Q: 3 clusters Score -1293793 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1293833.625000 Penalty: 3016.108154
	Iteration 15Q: 3 clusters Score -1293834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1293865.250000 Penalty: 3016.108154
	Iteration 16Q: 3 clusters Score -1293865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1293898.875000 Penalty: 3016.108154
	Iteration 17Q: 3 clusters Score -1293899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1293916.375000 Penalty: 3016.108154
	Iteration 18Q: 3 clusters Score -1293916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1293940.125000 Penalty: 3016.108154
	Iteration 19Q: 3 clusters Score -1293940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1293959.250000 Penalty: 3016.108154
	Iteration 20F: 3 clusters Score -1293959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1293971.500000 Penalty: 3016.108154
	Iteration 21Q: 3 clusters Score -1293972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1293983.125000 Penalty: 3016.108154
	Iteration 22Q: 3 clusters Score -1293983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1293993.000000 Penalty: 3016.108154
	Iteration 23Q: 3 clusters Score -1293993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1294006.000000 Penalty: 3016.108154
	Iteration 24Q: 3 clusters Score -1294006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1294008.625000 Penalty: 3016.108154
	Iteration 25Q: 3 clusters Score -1294009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1294014.625000 Penalty: 3016.108154
	Iteration 26Q: 3 clusters Score -1294015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1294020.375000 Penalty: 3016.108154
	Iteration 27Q: 3 clusters Score -1294020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1294023.125000 Penalty: 3016.108154
	Iteration 28Q: 3 clusters Score -1294023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1294025.875000 Penalty: 3016.108154
	Iteration 29Q: 3 clusters Score -1294026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1294038.625000 Penalty: 3016.108154
	Iteration 30Q: 3 clusters Score -1294039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1294047.000000 Penalty: 3016.108154
	Iteration 31Q: 3 clusters Score -1294047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1294051.750000 Penalty: 3016.108154
	Iteration 32Q: 3 clusters Score -1294052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1294062.250000 Penalty: 3016.108154
	Iteration 33Q: 3 clusters Score -1294062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1294062.875000 Penalty: 3016.108154
	Iteration 34Q: 3 clusters Score -1294063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1294066.125000 Penalty: 3016.108154
	Iteration 35Q: 3 clusters Score -1294066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1294068.750000 Penalty: 3016.108154
	Iteration 36Q: 3 clusters Score -1294069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1294068.750000 Penalty: 3016.108154
	Iteration 37Q: 3 clusters Score -1294069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1294072.500000 Penalty: 3016.108154
	Iteration 38Q: 3 clusters Score -1294072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1294075.000000 Penalty: 3016.108154
	Iteration 39Q: 3 clusters Score -1294075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1294078.250000 Penalty: 3016.108154
	Iteration 40F: 3 clusters Score -1294078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1294077.750000 Penalty: 3016.108154
	Iteration 41Q: 3 clusters Score -1294078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1294077.875000 Penalty: 3016.108154
	Iteration 42Q: 3 clusters Score -1294078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1294082.125000 Penalty: 3016.108154
	Iteration 43Q: 3 clusters Score -1294082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1294085.875000 Penalty: 3016.108154
	Iteration 44Q: 3 clusters Score -1294086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1294086.625000 Penalty: 3016.108154
	Iteration 45Q: 3 clusters Score -1294087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1294087.500000 Penalty: 3016.108154
	Iteration 46Q: 3 clusters Score -1294088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1294088.000000 Penalty: 3016.108154
	Iteration 47Q: 3 clusters Score -1294088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1294088.000000 Penalty: 3016.108154
	Iteration 48F: 3 clusters Score -1294088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -278242.000000 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -278242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275953.437500 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -275953.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -276408.656250 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -276408.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -276534.781250 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -276534.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -276616.500000 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -276616.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -276673.406250 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -276673.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -276707.656250 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -276707.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -276727.468750 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -276727.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -276747.250000 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -276747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276763.000000 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -276763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276776.406250 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -276776.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -276791.156250 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -276791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -276798.781250 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -276798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -276805.062500 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -276805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -276811.031250 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -276811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -276814.156250 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -276814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -276817.656250 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -276817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -276820.062500 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -276820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -276821.968750 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -276822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -276824.093750 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -276824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -276826.031250 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -276826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276827.812500 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -276827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -276829.062500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -276829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276828.718750 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -276828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -276830.187500 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -276830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -276831.625000 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -276831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -276833.968750 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -276834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -276834.718750 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -276834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -276836.906250 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -276836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -276838.125000 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -276838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -276838.750000 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -276838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -276839.687500 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -276839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -276840.687500 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -276840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -276841.562500 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -276841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -276841.625000 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -276841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -276841.625000 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -276841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -276841.625000 Penalty: 2514.157959
	Iteration 35F: 3 clusters Score -276841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -841139.062500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -841139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -835972.812500 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -835972.8 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -837531.750000 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -837531.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -837737.187500 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -837737.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -837883.312500 Penalty: 2869.593750
	Iteration 3Q: 3 clusters Score -837883.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -837999.812500 Penalty: 2869.593750
	Iteration 4Q: 3 clusters Score -837999.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -838099.437500 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -838099.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -838181.250000 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -838181.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -838240.437500 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -838240.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -838293.000000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -838293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -838337.625000 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -838337.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -838386.937500 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -838386.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -838458.250000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -838458.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -838542.937500 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -838542.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -838659.875000 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -838659.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -838785.375000 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -838785.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -838916.562500 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -838916.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -839065.312500 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -839065.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -839222.437500 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -839222.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -839366.062500 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -839366.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -839468.812500 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -839468.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -839562.000000 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -839562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -839630.500000 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -839630.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -839675.875000 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -839675.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -839723.687500 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -839723.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -839770.750000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -839770.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -839815.437500 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -839815.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -839838.312500 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -839838.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -839857.187500 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -839857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -839862.687500 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -839862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -839866.500000 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -839866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -839872.812500 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -839872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -839882.125000 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -839882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -839887.500000 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -839887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -839892.562500 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -839892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -839900.000000 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -839900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -839905.937500 Penalty: 2869.593750
	Iteration 35Q: 3 clusters Score -839905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -839909.312500 Penalty: 2869.593750
	Iteration 36Q: 3 clusters Score -839909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -839914.125000 Penalty: 2869.593750
	Iteration 37Q: 3 clusters Score -839914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -839919.312500 Penalty: 2869.593750
	Iteration 38Q: 3 clusters Score -839919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -839922.375000 Penalty: 2869.593750
	Iteration 39Q: 3 clusters Score -839922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -839923.500000 Penalty: 2869.593750
	Iteration 40F: 3 clusters Score -839923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -839925.250000 Penalty: 2869.593750
	Iteration 41Q: 3 clusters Score -839925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -839925.250000 Penalty: 2869.593750
	Iteration 42F: 3 clusters Score -839925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1105499.875000 Penalty: 1480.907715
	Iteration 0F: 2 clusters Score -1105500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1098952.625000 Penalty: 2961.815430
	Iteration 0F: 3 clusters Score -1098953 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1100936.375000 Penalty: 2961.815430
	Iteration 1F: 3 clusters Score -1100936 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1101261.250000 Penalty: 2961.815430
	Iteration 2F: 3 clusters Score -1101261 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1101634.375000 Penalty: 2961.815430
	Iteration 3F: 3 clusters Score -1101634 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1102093.000000 Penalty: 2961.815430
	Iteration 4F: 3 clusters Score -1102093 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1102607.250000 Penalty: 2961.815430
	Iteration 5F: 3 clusters Score -1102607 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1103108.375000 Penalty: 2961.815430
	Iteration 6F: 3 clusters Score -1103108 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1103511.000000 Penalty: 2961.815430
	Iteration 7F: 3 clusters Score -1103511 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1103821.875000 Penalty: 2961.815430
	Iteration 8Q: 3 clusters Score -1103822 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1104037.375000 Penalty: 2961.815430
	Iteration 9Q: 3 clusters Score -1104037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1104166.375000 Penalty: 2961.815430
	Iteration 10Q: 3 clusters Score -1104166 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1104243.375000 Penalty: 2961.815430
	Iteration 11Q: 3 clusters Score -1104243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1104293.500000 Penalty: 2961.815430
	Iteration 12Q: 3 clusters Score -1104294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1104328.000000 Penalty: 2961.815430
	Iteration 13Q: 3 clusters Score -1104328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1104348.125000 Penalty: 2961.815430
	Iteration 14Q: 3 clusters Score -1104348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1104358.000000 Penalty: 2961.815430
	Iteration 15Q: 3 clusters Score -1104358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1104363.250000 Penalty: 2961.815430
	Iteration 16Q: 3 clusters Score -1104363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1104366.500000 Penalty: 2961.815430
	Iteration 17Q: 3 clusters Score -1104366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1104368.250000 Penalty: 2961.815430
	Iteration 18Q: 3 clusters Score -1104368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1104370.000000 Penalty: 2961.815430
	Iteration 19Q: 3 clusters Score -1104370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1104372.250000 Penalty: 2961.815430
	Iteration 20F: 3 clusters Score -1104372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1104376.125000 Penalty: 2961.815430
	Iteration 21Q: 3 clusters Score -1104376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1104378.625000 Penalty: 2961.815430
	Iteration 22Q: 3 clusters Score -1104379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1104383.125000 Penalty: 2961.815430
	Iteration 23Q: 3 clusters Score -1104383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1104382.625000 Penalty: 2961.815430
	Iteration 24Q: 3 clusters Score -1104383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1104382.625000 Penalty: 2961.815430
	Iteration 25F: 3 clusters Score -1104383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -533869.750000 Penalty: 1359.497314
	Iteration 0F: 2 clusters Score -533869.8 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 2132 members 
Entering Unmasked Estep 
Score: -530342.500000 Penalty: 2718.994629
	Iteration 0F: 3 clusters Score -530342.5 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -531245.812500 Penalty: 2718.994629
	Iteration 1F: 3 clusters Score -531245.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -531392.937500 Penalty: 2718.994629
	Iteration 2F: 3 clusters Score -531392.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -531480.687500 Penalty: 2718.994629
	Iteration 3Q: 3 clusters Score -531480.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -531551.187500 Penalty: 2718.994629
	Iteration 4Q: 3 clusters Score -531551.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -531609.250000 Penalty: 2718.994629
	Iteration 5Q: 3 clusters Score -531609.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -531653.312500 Penalty: 2718.994629
	Iteration 6Q: 3 clusters Score -531653.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -531687.250000 Penalty: 2718.994629
	Iteration 7Q: 3 clusters Score -531687.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -531716.500000 Penalty: 2718.994629
	Iteration 8Q: 3 clusters Score -531716.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -531752.062500 Penalty: 2718.994629
	Iteration 9Q: 3 clusters Score -531752.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -531787.750000 Penalty: 2718.994629
	Iteration 10Q: 3 clusters Score -531787.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -531823.937500 Penalty: 2718.994629
	Iteration 11Q: 3 clusters Score -531823.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -531863.312500 Penalty: 2718.994629
	Iteration 12Q: 3 clusters Score -531863.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -531905.750000 Penalty: 2718.994629
	Iteration 13Q: 3 clusters Score -531905.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -531945.125000 Penalty: 2718.994629
	Iteration 14Q: 3 clusters Score -531945.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -532004.312500 Penalty: 2718.994629
	Iteration 15Q: 3 clusters Score -532004.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -532057.125000 Penalty: 2718.994629
	Iteration 16Q: 3 clusters Score -532057.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -532109.000000 Penalty: 2718.994629
	Iteration 17Q: 3 clusters Score -532109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -532174.437500 Penalty: 2718.994629
	Iteration 18Q: 3 clusters Score -532174.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -532231.937500 Penalty: 2718.994629
	Iteration 19Q: 3 clusters Score -532231.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -532276.312500 Penalty: 2718.994629
	Iteration 20F: 3 clusters Score -532276.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -532317.875000 Penalty: 2718.994629
	Iteration 21Q: 3 clusters Score -532317.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -532357.750000 Penalty: 2718.994629
	Iteration 22Q: 3 clusters Score -532357.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -532388.875000 Penalty: 2718.994629
	Iteration 23Q: 3 clusters Score -532388.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -532416.875000 Penalty: 2718.994629
	Iteration 24Q: 3 clusters Score -532416.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -532439.125000 Penalty: 2718.994629
	Iteration 25Q: 3 clusters Score -532439.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -532463.562500 Penalty: 2718.994629
	Iteration 26Q: 3 clusters Score -532463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -532484.437500 Penalty: 2718.994629
	Iteration 27Q: 3 clusters Score -532484.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -532496.500000 Penalty: 2718.994629
	Iteration 28Q: 3 clusters Score -532496.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -532509.875000 Penalty: 2718.994629
	Iteration 29Q: 3 clusters Score -532509.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -532520.187500 Penalty: 2718.994629
	Iteration 30Q: 3 clusters Score -532520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -532528.312500 Penalty: 2718.994629
	Iteration 31Q: 3 clusters Score -532528.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -532534.500000 Penalty: 2718.994629
	Iteration 32Q: 3 clusters Score -532534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -532537.687500 Penalty: 2718.994629
	Iteration 33Q: 3 clusters Score -532537.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -532540.187500 Penalty: 2718.994629
	Iteration 34Q: 3 clusters Score -532540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -532545.750000 Penalty: 2718.994629
	Iteration 35Q: 3 clusters Score -532545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -532556.437500 Penalty: 2718.994629
	Iteration 36Q: 3 clusters Score -532556.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -532565.875000 Penalty: 2718.994629
	Iteration 37Q: 3 clusters Score -532565.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -532577.437500 Penalty: 2718.994629
	Iteration 38Q: 3 clusters Score -532577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -532587.500000 Penalty: 2718.994629
	Iteration 39Q: 3 clusters Score -532587.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -532600.500000 Penalty: 2718.994629
	Iteration 40F: 3 clusters Score -532600.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -532608.750000 Penalty: 2718.994629
	Iteration 41Q: 3 clusters Score -532608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -532614.500000 Penalty: 2718.994629
	Iteration 42Q: 3 clusters Score -532614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -532622.250000 Penalty: 2718.994629
	Iteration 43Q: 3 clusters Score -532622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -532626.437500 Penalty: 2718.994629
	Iteration 44Q: 3 clusters Score -532626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -532629.687500 Penalty: 2718.994629
	Iteration 45Q: 3 clusters Score -532629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -532633.500000 Penalty: 2718.994629
	Iteration 46Q: 3 clusters Score -532633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -532635.625000 Penalty: 2718.994629
	Iteration 47Q: 3 clusters Score -532635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -532638.750000 Penalty: 2718.994629
	Iteration 48Q: 3 clusters Score -532638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -532643.750000 Penalty: 2718.994629
	Iteration 49Q: 3 clusters Score -532643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -532646.250000 Penalty: 2718.994629
	Iteration 50Q: 3 clusters Score -532646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -532651.937500 Penalty: 2718.994629
	Iteration 51Q: 3 clusters Score -532651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -532656.000000 Penalty: 2718.994629
	Iteration 52Q: 3 clusters Score -532656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -532657.437500 Penalty: 2718.994629
	Iteration 53Q: 3 clusters Score -532657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -532660.750000 Penalty: 2718.994629
	Iteration 54Q: 3 clusters Score -532660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -532663.187500 Penalty: 2718.994629
	Iteration 55Q: 3 clusters Score -532663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -532665.875000 Penalty: 2718.994629
	Iteration 56Q: 3 clusters Score -532665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -532668.812500 Penalty: 2718.994629
	Iteration 57Q: 3 clusters Score -532668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -532670.500000 Penalty: 2718.994629
	Iteration 58Q: 3 clusters Score -532670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -532671.187500 Penalty: 2718.994629
	Iteration 59Q: 3 clusters Score -532671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -532671.187500 Penalty: 2718.994629
	Iteration 60F: 3 clusters Score -532671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16485.490234 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16485.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16514.466797 Penalty: 1539.264526
	Iteration 1Q: 3 clusters Score -16514.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16523.095703 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16535.199219 Penalty: 1539.264526
	Iteration 3Q: 3 clusters Score -16535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16538.003906 Penalty: 1539.264526
	Iteration 4Q: 3 clusters Score -16538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16548.490234 Penalty: 1539.264526
	Iteration 5Q: 3 clusters Score -16548.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16553.871094 Penalty: 1539.264526
	Iteration 6Q: 3 clusters Score -16553.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16559.146484 Penalty: 1539.264526
	Iteration 7Q: 3 clusters Score -16559.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16570.095703 Penalty: 1539.264526
	Iteration 8Q: 3 clusters Score -16570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16577.369141 Penalty: 1539.264526
	Iteration 9Q: 3 clusters Score -16577.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16577.369141 Penalty: 1539.264526
	Iteration 10F: 3 clusters Score -16577.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23714 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152792 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10725 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433552.000000 Penalty: 32274.470703
Iteration 159Q: 17 clusters Score -2.943355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23711 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152793 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10727 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433564.000000 Penalty: 32274.470703
Iteration 160F: 17 clusters Score -2.943356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23710 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152793 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10728 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433568.000000 Penalty: 32274.470703
Iteration 161Q: 17 clusters Score -2.943357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23709 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152793 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433564.000000 Penalty: 32274.470703
Iteration 162Q: 17 clusters Score -2.943356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23709 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 152793 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29433564.000000 Penalty: 32274.470703
Iteration 163F: 17 clusters Score -2.943356e+07 nChanged 0
Entering ConstructFrom: 
Score: -29433564.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -235275.203125 Penalty: 1237.806030
	Iteration 0F: 2 clusters Score -235275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233127.703125 Penalty: 2475.612061
	Iteration 0F: 3 clusters Score -233127.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233578.031250 Penalty: 2475.612061
	Iteration 1F: 3 clusters Score -233578 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233680.578125 Penalty: 2475.612061
	Iteration 2F: 3 clusters Score -233680.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -233741.734375 Penalty: 2475.612061
	Iteration 3Q: 3 clusters Score -233741.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -233786.812500 Penalty: 2475.612061
	Iteration 4Q: 3 clusters Score -233786.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233813.750000 Penalty: 2475.612061
	Iteration 5Q: 3 clusters Score -233813.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233830.390625 Penalty: 2475.612061
	Iteration 6Q: 3 clusters Score -233830.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233841.984375 Penalty: 2475.612061
	Iteration 7Q: 3 clusters Score -233842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233853.578125 Penalty: 2475.612061
	Iteration 8Q: 3 clusters Score -233853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233862.406250 Penalty: 2475.612061
	Iteration 9Q: 3 clusters Score -233862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233871.515625 Penalty: 2475.612061
	Iteration 10Q: 3 clusters Score -233871.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -233879.781250 Penalty: 2475.612061
	Iteration 11Q: 3 clusters Score -233879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -233882.906250 Penalty: 2475.612061
	Iteration 12Q: 3 clusters Score -233882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233884.234375 Penalty: 2475.612061
	Iteration 13Q: 3 clusters Score -233884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233885.703125 Penalty: 2475.612061
	Iteration 14Q: 3 clusters Score -233885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233885.968750 Penalty: 2475.612061
	Iteration 15Q: 3 clusters Score -233886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -233887.093750 Penalty: 2475.612061
	Iteration 16Q: 3 clusters Score -233887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233887.703125 Penalty: 2475.612061
	Iteration 17Q: 3 clusters Score -233887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233887.703125 Penalty: 2475.612061
	Iteration 18F: 3 clusters Score -233887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1777144.625000 Penalty: 1564.859619
	Iteration 0F: 2 clusters Score -1777145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1766554.125000 Penalty: 3129.719238
	Iteration 0F: 3 clusters Score -1766554 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1770315.750000 Penalty: 3129.719238
	Iteration 1F: 3 clusters Score -1770316 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1770717.625000 Penalty: 3129.719238
	Iteration 2F: 3 clusters Score -1770718 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1771077.750000 Penalty: 3129.719238
	Iteration 3F: 3 clusters Score -1771078 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1771439.625000 Penalty: 3129.719238
	Iteration 4Q: 3 clusters Score -1771440 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1771833.750000 Penalty: 3129.719238
	Iteration 5Q: 3 clusters Score -1771834 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1772274.250000 Penalty: 3129.719238
	Iteration 6Q: 3 clusters Score -1772274 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1772749.125000 Penalty: 3129.719238
	Iteration 7Q: 3 clusters Score -1772749 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1773260.375000 Penalty: 3129.719238
	Iteration 8F: 3 clusters Score -1773260 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1773774.875000 Penalty: 3129.719238
	Iteration 9Q: 3 clusters Score -1773775 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1774222.375000 Penalty: 3129.719238
	Iteration 10Q: 3 clusters Score -1774222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1774569.750000 Penalty: 3129.719238
	Iteration 11Q: 3 clusters Score -1774570 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1774859.125000 Penalty: 3129.719238
	Iteration 12Q: 3 clusters Score -1774859 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1775088.125000 Penalty: 3129.719238
	Iteration 13Q: 3 clusters Score -1775088 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1775261.500000 Penalty: 3129.719238
	Iteration 14Q: 3 clusters Score -1775262 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1775376.375000 Penalty: 3129.719238
	Iteration 15Q: 3 clusters Score -1775376 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1775473.500000 Penalty: 3129.719238
	Iteration 16Q: 3 clusters Score -1775474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1775533.500000 Penalty: 3129.719238
	Iteration 17Q: 3 clusters Score -1775534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1775598.750000 Penalty: 3129.719238
	Iteration 18Q: 3 clusters Score -1775599 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1775668.125000 Penalty: 3129.719238
	Iteration 19Q: 3 clusters Score -1775668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1775758.750000 Penalty: 3129.719238
	Iteration 20F: 3 clusters Score -1775759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1775861.750000 Penalty: 3129.719238
	Iteration 21Q: 3 clusters Score -1775862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1775949.750000 Penalty: 3129.719238
	Iteration 22Q: 3 clusters Score -1775950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1776023.875000 Penalty: 3129.719238
	Iteration 23Q: 3 clusters Score -1776024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1776086.125000 Penalty: 3129.719238
	Iteration 24Q: 3 clusters Score -1776086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1776136.625000 Penalty: 3129.719238
	Iteration 25Q: 3 clusters Score -1776137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1776180.125000 Penalty: 3129.719238
	Iteration 26Q: 3 clusters Score -1776180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1776207.750000 Penalty: 3129.719238
	Iteration 27Q: 3 clusters Score -1776208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1776232.625000 Penalty: 3129.719238
	Iteration 28Q: 3 clusters Score -1776233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1776255.125000 Penalty: 3129.719238
	Iteration 29Q: 3 clusters Score -1776255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1776271.625000 Penalty: 3129.719238
	Iteration 30Q: 3 clusters Score -1776272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1776291.250000 Penalty: 3129.719238
	Iteration 31Q: 3 clusters Score -1776291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1776296.125000 Penalty: 3129.719238
	Iteration 32Q: 3 clusters Score -1776296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1776306.750000 Penalty: 3129.719238
	Iteration 33Q: 3 clusters Score -1776307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1776315.000000 Penalty: 3129.719238
	Iteration 34Q: 3 clusters Score -1776315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1776327.625000 Penalty: 3129.719238
	Iteration 35Q: 3 clusters Score -1776328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1776332.500000 Penalty: 3129.719238
	Iteration 36Q: 3 clusters Score -1776332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1776338.375000 Penalty: 3129.719238
	Iteration 37Q: 3 clusters Score -1776338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1776343.125000 Penalty: 3129.719238
	Iteration 38Q: 3 clusters Score -1776343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1776348.750000 Penalty: 3129.719238
	Iteration 39Q: 3 clusters Score -1776349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1776349.875000 Penalty: 3129.719238
	Iteration 40F: 3 clusters Score -1776350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1776350.250000 Penalty: 3129.719238
	Iteration 41Q: 3 clusters Score -1776350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1776352.000000 Penalty: 3129.719238
	Iteration 42Q: 3 clusters Score -1776352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1776352.250000 Penalty: 3129.719238
	Iteration 43Q: 3 clusters Score -1776352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1776356.500000 Penalty: 3129.719238
	Iteration 44Q: 3 clusters Score -1776356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1776355.750000 Penalty: 3129.719238
	Iteration 45Q: 3 clusters Score -1776356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1776359.500000 Penalty: 3129.719238
	Iteration 46Q: 3 clusters Score -1776360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1776360.625000 Penalty: 3129.719238
	Iteration 47Q: 3 clusters Score -1776361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1776366.875000 Penalty: 3129.719238
	Iteration 48Q: 3 clusters Score -1776367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1776364.750000 Penalty: 3129.719238
	Iteration 49Q: 3 clusters Score -1776365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1776366.125000 Penalty: 3129.719238
	Iteration 50Q: 3 clusters Score -1776366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1776371.625000 Penalty: 3129.719238
	Iteration 51Q: 3 clusters Score -1776372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1776372.875000 Penalty: 3129.719238
	Iteration 52Q: 3 clusters Score -1776373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1776370.000000 Penalty: 3129.719238
	Iteration 53Q: 3 clusters Score -1776370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1776372.875000 Penalty: 3129.719238
	Iteration 54Q: 3 clusters Score -1776373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1776374.500000 Penalty: 3129.719238
	Iteration 55Q: 3 clusters Score -1776374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1776372.250000 Penalty: 3129.719238
	Iteration 56Q: 3 clusters Score -1776372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1776373.750000 Penalty: 3129.719238
	Iteration 57Q: 3 clusters Score -1776374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1776373.500000 Penalty: 3129.719238
	Iteration 58Q: 3 clusters Score -1776374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1776373.375000 Penalty: 3129.719238
	Iteration 59Q: 3 clusters Score -1776373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1776377.750000 Penalty: 3129.719238
	Iteration 60F: 3 clusters Score -1776378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1776376.625000 Penalty: 3129.719238
	Iteration 61Q: 3 clusters Score -1776377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1776377.500000 Penalty: 3129.719238
	Iteration 62Q: 3 clusters Score -1776378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1776377.750000 Penalty: 3129.719238
	Iteration 63Q: 3 clusters Score -1776378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1776376.000000 Penalty: 3129.719238
	Iteration 64Q: 3 clusters Score -1776376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1776376.000000 Penalty: 3129.719238
	Iteration 65F: 3 clusters Score -1776376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Entering Unmasked Estep 
Score: -2891426.000000 Penalty: 1636.961670
	Iteration 0F: 2 clusters Score -2891426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2875268.750000 Penalty: 3273.923340
	Iteration 0F: 3 clusters Score -2875269 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2881934.000000 Penalty: 3273.923340
	Iteration 1F: 3 clusters Score -2881934 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2882775.500000 Penalty: 3273.923340
	Iteration 2F: 3 clusters Score -2882776 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2883808.500000 Penalty: 3273.923340
	Iteration 3F: 3 clusters Score -2883808 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2884928.750000 Penalty: 3273.923340
	Iteration 4F: 3 clusters Score -2884929 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2886056.250000 Penalty: 3273.923340
	Iteration 5F: 3 clusters Score -2886056 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2887028.500000 Penalty: 3273.923340
	Iteration 6F: 3 clusters Score -2887028 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2887848.250000 Penalty: 3273.923340
	Iteration 7Q: 3 clusters Score -2887848 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2888523.500000 Penalty: 3273.923340
	Iteration 8Q: 3 clusters Score -2888524 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2889025.500000 Penalty: 3273.923340
	Iteration 9Q: 3 clusters Score -2889026 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2889405.000000 Penalty: 3273.923340
	Iteration 10Q: 3 clusters Score -2889405 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2889611.250000 Penalty: 3273.923340
	Iteration 11Q: 3 clusters Score -2889611 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2889792.750000 Penalty: 3273.923340
	Iteration 12Q: 3 clusters Score -2889793 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2889908.000000 Penalty: 3273.923340
	Iteration 13Q: 3 clusters Score -2889908 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2889999.000000 Penalty: 3273.923340
	Iteration 14Q: 3 clusters Score -2889999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2890046.750000 Penalty: 3273.923340
	Iteration 15Q: 3 clusters Score -2890047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2890087.000000 Penalty: 3273.923340
	Iteration 16Q: 3 clusters Score -2890087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2890109.000000 Penalty: 3273.923340
	Iteration 17Q: 3 clusters Score -2890109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2890134.500000 Penalty: 3273.923340
	Iteration 18Q: 3 clusters Score -2890134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2890152.250000 Penalty: 3273.923340
	Iteration 19Q: 3 clusters Score -2890152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2890174.000000 Penalty: 3273.923340
	Iteration 20F: 3 clusters Score -2890174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2890196.750000 Penalty: 3273.923340
	Iteration 21Q: 3 clusters Score -2890197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2890213.500000 Penalty: 3273.923340
	Iteration 22Q: 3 clusters Score -2890214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2890230.750000 Penalty: 3273.923340
	Iteration 23Q: 3 clusters Score -2890231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2890244.250000 Penalty: 3273.923340
	Iteration 24Q: 3 clusters Score -2890244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2890254.000000 Penalty: 3273.923340
	Iteration 25Q: 3 clusters Score -2890254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2890257.750000 Penalty: 3273.923340
	Iteration 26Q: 3 clusters Score -2890258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2890259.000000 Penalty: 3273.923340
	Iteration 27Q: 3 clusters Score -2890259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2890261.250000 Penalty: 3273.923340
	Iteration 28Q: 3 clusters Score -2890261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2890262.000000 Penalty: 3273.923340
	Iteration 29Q: 3 clusters Score -2890262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2890265.750000 Penalty: 3273.923340
	Iteration 30Q: 3 clusters Score -2890266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2890265.750000 Penalty: 3273.923340
	Iteration 31F: 3 clusters Score -2890266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -303688.187500 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -303688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301323.875000 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -301323.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -301868.375000 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -301868.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -301995.406250 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -301995.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -302068.125000 Penalty: 2537.176270
	Iteration 3Q: 3 clusters Score -302068.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -302122.156250 Penalty: 2537.176270
	Iteration 4Q: 3 clusters Score -302122.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -302157.062500 Penalty: 2537.176270
	Iteration 5Q: 3 clusters Score -302157.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -302191.968750 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -302192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -302237.812500 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -302237.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -302279.750000 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -302279.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -302311.593750 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -302311.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -302337.437500 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -302337.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -302362.437500 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -302362.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -302389.218750 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -302389.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -302413.625000 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -302413.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -302440.500000 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -302440.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -302455.406250 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -302455.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -302466.406250 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -302466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -302477.437500 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -302477.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -302488.250000 Penalty: 2537.176270
	Iteration 18Q: 3 clusters Score -302488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -302497.062500 Penalty: 2537.176270
	Iteration 19Q: 3 clusters Score -302497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -302506.093750 Penalty: 2537.176270
	Iteration 20F: 3 clusters Score -302506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -302513.875000 Penalty: 2537.176270
	Iteration 21Q: 3 clusters Score -302513.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -302521.968750 Penalty: 2537.176270
	Iteration 22Q: 3 clusters Score -302522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -302529.718750 Penalty: 2537.176270
	Iteration 23Q: 3 clusters Score -302529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -302535.031250 Penalty: 2537.176270
	Iteration 24Q: 3 clusters Score -302535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -302540.437500 Penalty: 2537.176270
	Iteration 25Q: 3 clusters Score -302540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -302545.406250 Penalty: 2537.176270
	Iteration 26Q: 3 clusters Score -302545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -302548.750000 Penalty: 2537.176270
	Iteration 27Q: 3 clusters Score -302548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -302553.125000 Penalty: 2537.176270
	Iteration 28Q: 3 clusters Score -302553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -302553.968750 Penalty: 2537.176270
	Iteration 29Q: 3 clusters Score -302554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -302555.781250 Penalty: 2537.176270
	Iteration 30Q: 3 clusters Score -302555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -302556.281250 Penalty: 2537.176270
	Iteration 31Q: 3 clusters Score -302556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -302563.281250 Penalty: 2537.176270
	Iteration 32Q: 3 clusters Score -302563.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -302567.468750 Penalty: 2537.176270
	Iteration 33Q: 3 clusters Score -302567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -302569.531250 Penalty: 2537.176270
	Iteration 34Q: 3 clusters Score -302569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -302569.843750 Penalty: 2537.176270
	Iteration 35Q: 3 clusters Score -302569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -302569.781250 Penalty: 2537.176270
	Iteration 36Q: 3 clusters Score -302569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -302569.781250 Penalty: 2537.176270
	Iteration 37F: 3 clusters Score -302569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1577080.500000 Penalty: 1536.833130
	Iteration 0F: 2 clusters Score -1577080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1568107.875000 Penalty: 3073.666260
	Iteration 0F: 3 clusters Score -1568108 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1571222.625000 Penalty: 3073.666260
	Iteration 1F: 3 clusters Score -1571223 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1571509.125000 Penalty: 3073.666260
	Iteration 2F: 3 clusters Score -1571509 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1571778.125000 Penalty: 3073.666260
	Iteration 3Q: 3 clusters Score -1571778 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1572062.250000 Penalty: 3073.666260
	Iteration 4Q: 3 clusters Score -1572062 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1572397.875000 Penalty: 3073.666260
	Iteration 5Q: 3 clusters Score -1572398 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1572798.500000 Penalty: 3073.666260
	Iteration 6F: 3 clusters Score -1572798 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1573327.875000 Penalty: 3073.666260
	Iteration 7F: 3 clusters Score -1573328 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1573931.625000 Penalty: 3073.666260
	Iteration 8F: 3 clusters Score -1573932 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1574430.375000 Penalty: 3073.666260
	Iteration 9Q: 3 clusters Score -1574430 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1574749.625000 Penalty: 3073.666260
	Iteration 10Q: 3 clusters Score -1574750 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1574950.625000 Penalty: 3073.666260
	Iteration 11Q: 3 clusters Score -1574951 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1575101.375000 Penalty: 3073.666260
	Iteration 12Q: 3 clusters Score -1575101 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1575213.875000 Penalty: 3073.666260
	Iteration 13Q: 3 clusters Score -1575214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1575290.625000 Penalty: 3073.666260
	Iteration 14Q: 3 clusters Score -1575291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1575351.250000 Penalty: 3073.666260
	Iteration 15Q: 3 clusters Score -1575351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1575412.125000 Penalty: 3073.666260
	Iteration 16Q: 3 clusters Score -1575412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1575461.000000 Penalty: 3073.666260
	Iteration 17Q: 3 clusters Score -1575461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1575497.125000 Penalty: 3073.666260
	Iteration 18Q: 3 clusters Score -1575497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1575527.500000 Penalty: 3073.666260
	Iteration 19Q: 3 clusters Score -1575528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1575558.000000 Penalty: 3073.666260
	Iteration 20F: 3 clusters Score -1575558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1575585.750000 Penalty: 3073.666260
	Iteration 21Q: 3 clusters Score -1575586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1575610.250000 Penalty: 3073.666260
	Iteration 22Q: 3 clusters Score -1575610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1575638.000000 Penalty: 3073.666260
	Iteration 23Q: 3 clusters Score -1575638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1575658.750000 Penalty: 3073.666260
	Iteration 24Q: 3 clusters Score -1575659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1575677.625000 Penalty: 3073.666260
	Iteration 25Q: 3 clusters Score -1575678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1575690.125000 Penalty: 3073.666260
	Iteration 26Q: 3 clusters Score -1575690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1575703.000000 Penalty: 3073.666260
	Iteration 27Q: 3 clusters Score -1575703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1575707.375000 Penalty: 3073.666260
	Iteration 28Q: 3 clusters Score -1575707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1575718.500000 Penalty: 3073.666260
	Iteration 29Q: 3 clusters Score -1575718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1575723.625000 Penalty: 3073.666260
	Iteration 30Q: 3 clusters Score -1575724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1575728.875000 Penalty: 3073.666260
	Iteration 31Q: 3 clusters Score -1575729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1575729.125000 Penalty: 3073.666260
	Iteration 32Q: 3 clusters Score -1575729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1575738.125000 Penalty: 3073.666260
	Iteration 33Q: 3 clusters Score -1575738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1575740.125000 Penalty: 3073.666260
	Iteration 34Q: 3 clusters Score -1575740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1575741.875000 Penalty: 3073.666260
	Iteration 35Q: 3 clusters Score -1575742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1575745.250000 Penalty: 3073.666260
	Iteration 36Q: 3 clusters Score -1575745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1575745.125000 Penalty: 3073.666260
	Iteration 37Q: 3 clusters Score -1575745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1575755.250000 Penalty: 3073.666260
	Iteration 38Q: 3 clusters Score -1575755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1575758.000000 Penalty: 3073.666260
	Iteration 39Q: 3 clusters Score -1575758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1575754.625000 Penalty: 3073.666260
	Iteration 40F: 3 clusters Score -1575755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1575758.125000 Penalty: 3073.666260
	Iteration 41Q: 3 clusters Score -1575758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1575760.000000 Penalty: 3073.666260
	Iteration 42Q: 3 clusters Score -1575760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1575761.500000 Penalty: 3073.666260
	Iteration 43Q: 3 clusters Score -1575762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1575762.875000 Penalty: 3073.666260
	Iteration 44Q: 3 clusters Score -1575763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1575763.125000 Penalty: 3073.666260
	Iteration 45Q: 3 clusters Score -1575763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1575763.750000 Penalty: 3073.666260
	Iteration 46Q: 3 clusters Score -1575764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1575763.875000 Penalty: 3073.666260
	Iteration 47Q: 3 clusters Score -1575764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1575765.750000 Penalty: 3073.666260
	Iteration 48Q: 3 clusters Score -1575766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1575767.125000 Penalty: 3073.666260
	Iteration 49Q: 3 clusters Score -1575767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1575765.125000 Penalty: 3073.666260
	Iteration 50Q: 3 clusters Score -1575765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1575764.875000 Penalty: 3073.666260
	Iteration 51Q: 3 clusters Score -1575765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1575768.875000 Penalty: 3073.666260
	Iteration 52Q: 3 clusters Score -1575769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1575772.500000 Penalty: 3073.666260
	Iteration 53Q: 3 clusters Score -1575772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1575772.625000 Penalty: 3073.666260
	Iteration 54Q: 3 clusters Score -1575773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1575770.500000 Penalty: 3073.666260
	Iteration 55Q: 3 clusters Score -1575770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1575770.500000 Penalty: 3073.666260
	Iteration 56F: 3 clusters Score -1575770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -44589.023438 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -44589.02 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 224 members 
Entering Unmasked Estep 
Score: -43631.128906 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -43631.13 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43763.816406 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -43763.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43830.824219 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -43830.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43863.164062 Penalty: 1978.939697
	Iteration 3Q: 3 clusters Score -43863.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43878.222656 Penalty: 1978.939697
	Iteration 4Q: 3 clusters Score -43878.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43894.957031 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -43894.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43902.628906 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -43902.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43905.460938 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -43905.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43905.460938 Penalty: 1978.939697
	Iteration 8F: 3 clusters Score -43905.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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: -42529.605469 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42529.61 nChanged 40
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: -42600.636719 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42600.64 nChanged 13
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: -42634.953125 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42634.95 nChanged 6
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: -42652.203125 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42652.2 nChanged 4
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: -42660.109375 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -42660.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42661.691406 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -42661.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42662.167969 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -42662.17 nChanged 1
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: -42664.207031 Penalty: 1859.101318
	Iteration 7Q: 3 clusters Score -42664.21 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: -42664.207031 Penalty: 1859.101318
	Iteration 8F: 3 clusters Score -42664.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Entering Unmasked Estep 
Score: -18534092.000000 Penalty: 1939.736328
	Iteration 0F: 2 clusters Score -1.853409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -18440396.000000 Penalty: 3879.472656
	Iteration 0F: 3 clusters Score -1.84404e+07 nChanged 73441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -18484210.000000 Penalty: 3879.472656
	Iteration 1F: 3 clusters Score -1.848421e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -18486804.000000 Penalty: 3879.472656
	Iteration 2Q: 3 clusters Score -1.84868e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -18490526.000000 Penalty: 3879.472656
	Iteration 3F: 3 clusters Score -1.849053e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -18496142.000000 Penalty: 3879.472656
	Iteration 4F: 3 clusters Score -1.849614e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -18502386.000000 Penalty: 3879.472656
	Iteration 5F: 3 clusters Score -1.850239e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -18507664.000000 Penalty: 3879.472656
	Iteration 6F: 3 clusters Score -1.850766e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -18511074.000000 Penalty: 3879.472656
	Iteration 7F: 3 clusters Score -1.851107e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -18512676.000000 Penalty: 3879.472656
	Iteration 8Q: 3 clusters Score -1.851268e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -18513568.000000 Penalty: 3879.472656
	Iteration 9Q: 3 clusters Score -1.851357e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -18514300.000000 Penalty: 3879.472656
	Iteration 10Q: 3 clusters Score -1.85143e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -18515458.000000 Penalty: 3879.472656
	Iteration 11Q: 3 clusters Score -1.851546e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -18517264.000000 Penalty: 3879.472656
	Iteration 12Q: 3 clusters Score -1.851726e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133395 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -18520338.000000 Penalty: 3879.472656
	Iteration 13Q: 3 clusters Score -1.852034e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -18523692.000000 Penalty: 3879.472656
	Iteration 14Q: 3 clusters Score -1.852369e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -18526558.000000 Penalty: 3879.472656
	Iteration 15Q: 3 clusters Score -1.852656e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -18528026.000000 Penalty: 3879.472656
	Iteration 16Q: 3 clusters Score -1.852803e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -18528784.000000 Penalty: 3879.472656
	Iteration 17Q: 3 clusters Score -1.852878e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142218 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -18529244.000000 Penalty: 3879.472656
	Iteration 18Q: 3 clusters Score -1.852924e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -18529484.000000 Penalty: 3879.472656
	Iteration 19Q: 3 clusters Score -1.852948e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -18529616.000000 Penalty: 3879.472656
	Iteration 20F: 3 clusters Score -1.852962e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144443 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -18529816.000000 Penalty: 3879.472656
	Iteration 21Q: 3 clusters Score -1.852982e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -18530028.000000 Penalty: 3879.472656
	Iteration 22Q: 3 clusters Score -1.853003e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -18530198.000000 Penalty: 3879.472656
	Iteration 23Q: 3 clusters Score -1.85302e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -18530356.000000 Penalty: 3879.472656
	Iteration 24Q: 3 clusters Score -1.853036e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146455 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -18530610.000000 Penalty: 3879.472656
	Iteration 25Q: 3 clusters Score -1.853061e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -18530776.000000 Penalty: 3879.472656
	Iteration 26Q: 3 clusters Score -1.853078e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147361 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -18531100.000000 Penalty: 3879.472656
	Iteration 27Q: 3 clusters Score -1.85311e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -18531302.000000 Penalty: 3879.472656
	Iteration 28Q: 3 clusters Score -1.85313e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -18531598.000000 Penalty: 3879.472656
	Iteration 29Q: 3 clusters Score -1.85316e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148629 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -18531920.000000 Penalty: 3879.472656
	Iteration 30Q: 3 clusters Score -1.853192e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -18532234.000000 Penalty: 3879.472656
	Iteration 31Q: 3 clusters Score -1.853223e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149317 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -18532532.000000 Penalty: 3879.472656
	Iteration 32Q: 3 clusters Score -1.853253e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -18532860.000000 Penalty: 3879.472656
	Iteration 33Q: 3 clusters Score -1.853286e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18533166.000000 Penalty: 3879.472656
	Iteration 34Q: 3 clusters Score -1.853317e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -18533474.000000 Penalty: 3879.472656
	Iteration 35Q: 3 clusters Score -1.853347e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -18533782.000000 Penalty: 3879.472656
	Iteration 36Q: 3 clusters Score -1.853378e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -18533980.000000 Penalty: 3879.472656
	Iteration 37Q: 3 clusters Score -1.853398e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -18534104.000000 Penalty: 3879.472656
	Iteration 38Q: 3 clusters Score -1.85341e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150276 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -18534188.000000 Penalty: 3879.472656
	Iteration 39Q: 3 clusters Score -1.853419e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18534350.000000 Penalty: 3879.472656
	Iteration 40F: 3 clusters Score -1.853435e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18534460.000000 Penalty: 3879.472656
	Iteration 41Q: 3 clusters Score -1.853446e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -18534506.000000 Penalty: 3879.472656
	Iteration 42Q: 3 clusters Score -1.853451e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150289 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18534512.000000 Penalty: 3879.472656
	Iteration 43Q: 3 clusters Score -1.853451e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -18534550.000000 Penalty: 3879.472656
	Iteration 44Q: 3 clusters Score -1.853455e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150299 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -18534568.000000 Penalty: 3879.472656
	Iteration 45Q: 3 clusters Score -1.853457e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -18534578.000000 Penalty: 3879.472656
	Iteration 46Q: 3 clusters Score -1.853458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -18534576.000000 Penalty: 3879.472656
	Iteration 47Q: 3 clusters Score -1.853458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18534608.000000 Penalty: 3879.472656
	Iteration 48Q: 3 clusters Score -1.853461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -18534640.000000 Penalty: 3879.472656
	Iteration 49Q: 3 clusters Score -1.853464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -18534618.000000 Penalty: 3879.472656
	Iteration 50Q: 3 clusters Score -1.853462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -18534636.000000 Penalty: 3879.472656
	Iteration 51Q: 3 clusters Score -1.853464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18534626.000000 Penalty: 3879.472656
	Iteration 52Q: 3 clusters Score -1.853463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18534632.000000 Penalty: 3879.472656
	Iteration 53Q: 3 clusters Score -1.853463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18534636.000000 Penalty: 3879.472656
	Iteration 54Q: 3 clusters Score -1.853464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18534632.000000 Penalty: 3879.472656
	Iteration 55Q: 3 clusters Score -1.853463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150311 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18534636.000000 Penalty: 3879.472656
	Iteration 56Q: 3 clusters Score -1.853464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150311 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18534632.000000 Penalty: 3879.472656
	Iteration 57Q: 3 clusters Score -1.853463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18534628.000000 Penalty: 3879.472656
	Iteration 58Q: 3 clusters Score -1.853463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -18534628.000000 Penalty: 3879.472656
	Iteration 59Q: 3 clusters Score -1.853463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -18534622.000000 Penalty: 3879.472656
	Iteration 60F: 3 clusters Score -1.853462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23709 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150309 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
Score: -29434078.000000 Penalty: 34291.625000
Splitting cluster 8 changes total score from -29433564.000000 to -29434078.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -125178.070312 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -125178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123671.609375 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -123671.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123938.359375 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -123938.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124006.585938 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -124006.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124046.750000 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -124046.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -124064.062500 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -124064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124080.476562 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -124080.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -124098.687500 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -124098.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124119.367188 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -124119.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124140.210938 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -124140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124149.570312 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -124149.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124160.562500 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -124160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124171.062500 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -124171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124183.195312 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -124183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124194.171875 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -124194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124203.757812 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -124203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124210.484375 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -124210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124218.531250 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -124218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -124225.484375 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -124225.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124229.984375 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -124230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124230.484375 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -124230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124230.484375 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -124230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -206873.046875 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -206873 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 966 members 
Entering Unmasked Estep 
Score: -204871.828125 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -204871.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -205325.312500 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -205325.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -205433.234375 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -205433.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -205520.281250 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -205520.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -205583.734375 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -205583.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205623.046875 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -205623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -205656.640625 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -205656.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -205692.859375 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -205692.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -205731.437500 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -205731.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -205771.890625 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -205771.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205814.281250 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -205814.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205859.031250 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -205859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -205895.250000 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -205895.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205930.000000 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -205930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -205979.890625 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -205979.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -206031.953125 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -206032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206077.640625 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -206077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206119.375000 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -206119.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -206157.500000 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -206157.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206181.687500 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -206181.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206210.171875 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -206210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -206229.781250 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -206229.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -206240.328125 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -206240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -206248.109375 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -206248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -206250.171875 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -206250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206254.265625 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -206254.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -206256.640625 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -206256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206257.156250 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -206257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206257.156250 Penalty: 2445.131348
	Iteration 28F: 3 clusters Score -206257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Entering Unmasked Estep 
Score: -1296094.000000 Penalty: 1508.114624
	Iteration 0F: 2 clusters Score -1296094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1288535.750000 Penalty: 3016.229248
	Iteration 0F: 3 clusters Score -1288536 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1291076.875000 Penalty: 3016.229248
	Iteration 1F: 3 clusters Score -1291077 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1291299.000000 Penalty: 3016.229248
	Iteration 2F: 3 clusters Score -1291299 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1291494.750000 Penalty: 3016.229248
	Iteration 3Q: 3 clusters Score -1291495 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1291654.875000 Penalty: 3016.229248
	Iteration 4Q: 3 clusters Score -1291655 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1291797.125000 Penalty: 3016.229248
	Iteration 5Q: 3 clusters Score -1291797 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1291916.625000 Penalty: 3016.229248
	Iteration 6Q: 3 clusters Score -1291917 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1292032.875000 Penalty: 3016.229248
	Iteration 7Q: 3 clusters Score -1292033 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1292205.000000 Penalty: 3016.229248
	Iteration 8Q: 3 clusters Score -1292205 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1292452.375000 Penalty: 3016.229248
	Iteration 9Q: 3 clusters Score -1292452 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1292747.250000 Penalty: 3016.229248
	Iteration 10Q: 3 clusters Score -1292747 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1293122.500000 Penalty: 3016.229248
	Iteration 11Q: 3 clusters Score -1293122 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1293562.250000 Penalty: 3016.229248
	Iteration 12Q: 3 clusters Score -1293562 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1293998.500000 Penalty: 3016.229248
	Iteration 13Q: 3 clusters Score -1293998 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1294338.500000 Penalty: 3016.229248
	Iteration 14Q: 3 clusters Score -1294338 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1294580.875000 Penalty: 3016.229248
	Iteration 15Q: 3 clusters Score -1294581 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1294773.375000 Penalty: 3016.229248
	Iteration 16Q: 3 clusters Score -1294773 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1294934.250000 Penalty: 3016.229248
	Iteration 17Q: 3 clusters Score -1294934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1295086.500000 Penalty: 3016.229248
	Iteration 18Q: 3 clusters Score -1295086 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1295219.750000 Penalty: 3016.229248
	Iteration 19Q: 3 clusters Score -1295220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1295317.875000 Penalty: 3016.229248
	Iteration 20F: 3 clusters Score -1295318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1295382.000000 Penalty: 3016.229248
	Iteration 21Q: 3 clusters Score -1295382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1295433.000000 Penalty: 3016.229248
	Iteration 22Q: 3 clusters Score -1295433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1295471.875000 Penalty: 3016.229248
	Iteration 23Q: 3 clusters Score -1295472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1295511.750000 Penalty: 3016.229248
	Iteration 24Q: 3 clusters Score -1295512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1295534.500000 Penalty: 3016.229248
	Iteration 25Q: 3 clusters Score -1295534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1295555.625000 Penalty: 3016.229248
	Iteration 26Q: 3 clusters Score -1295556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1295569.875000 Penalty: 3016.229248
	Iteration 27Q: 3 clusters Score -1295570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1295579.125000 Penalty: 3016.229248
	Iteration 28Q: 3 clusters Score -1295579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1295593.375000 Penalty: 3016.229248
	Iteration 29Q: 3 clusters Score -1295593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1295603.375000 Penalty: 3016.229248
	Iteration 30Q: 3 clusters Score -1295603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1295614.625000 Penalty: 3016.229248
	Iteration 31Q: 3 clusters Score -1295615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1295621.125000 Penalty: 3016.229248
	Iteration 32Q: 3 clusters Score -1295621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1295620.500000 Penalty: 3016.229248
	Iteration 33Q: 3 clusters Score -1295620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1295622.875000 Penalty: 3016.229248
	Iteration 34Q: 3 clusters Score -1295623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1295627.125000 Penalty: 3016.229248
	Iteration 35Q: 3 clusters Score -1295627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1295627.750000 Penalty: 3016.229248
	Iteration 36Q: 3 clusters Score -1295628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1295634.750000 Penalty: 3016.229248
	Iteration 37Q: 3 clusters Score -1295635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1295637.375000 Penalty: 3016.229248
	Iteration 38Q: 3 clusters Score -1295637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1295635.125000 Penalty: 3016.229248
	Iteration 39Q: 3 clusters Score -1295635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1295636.500000 Penalty: 3016.229248
	Iteration 40F: 3 clusters Score -1295636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1295636.625000 Penalty: 3016.229248
	Iteration 41Q: 3 clusters Score -1295637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1295636.625000 Penalty: 3016.229248
	Iteration 42Q: 3 clusters Score -1295637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1295636.625000 Penalty: 3016.229248
	Iteration 43F: 3 clusters Score -1295637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -278242.000000 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -278242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -275953.406250 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -275953.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -276436.062500 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -276436.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276532.718750 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -276532.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276596.968750 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -276597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276634.343750 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -276634.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276654.187500 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -276654.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -276672.875000 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -276672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -276687.281250 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -276687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -276697.281250 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -276697.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -276705.062500 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -276705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276708.906250 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -276708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -276713.937500 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -276713.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -276720.875000 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -276720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -276726.750000 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -276726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -276731.375000 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -276731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -276734.718750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -276734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -276737.062500 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -276737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -276738.437500 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -276738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -276739.937500 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -276739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276743.062500 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -276743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -276746.406250 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -276746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -276748.687500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -276748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -276750.375000 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -276750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -276751.125000 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -276751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -276752.500000 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -276752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -276754.000000 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -276754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -276756.218750 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -276756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -276760.406250 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -276760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -276764.406250 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -276764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -276767.937500 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -276767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276770.937500 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -276770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -276773.312500 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -276773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276776.375000 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -276776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -276777.500000 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -276777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -276778.937500 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -276778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -276779.906250 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -276779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -276781.906250 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -276781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -276782.625000 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -276782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -276786.718750 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -276786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -276790.562500 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -276790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -276793.843750 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -276793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -276797.843750 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -276797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276800.187500 Penalty: 2514.157959
	Iteration 42Q: 3 clusters Score -276800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276803.718750 Penalty: 2514.157959
	Iteration 43Q: 3 clusters Score -276803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276804.375000 Penalty: 2514.157959
	Iteration 44Q: 3 clusters Score -276804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -276806.781250 Penalty: 2514.157959
	Iteration 45Q: 3 clusters Score -276806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -276809.656250 Penalty: 2514.157959
	Iteration 46Q: 3 clusters Score -276809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -276811.125000 Penalty: 2514.157959
	Iteration 47Q: 3 clusters Score -276811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276811.468750 Penalty: 2514.157959
	Iteration 48Q: 3 clusters Score -276811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276811.437500 Penalty: 2514.157959
	Iteration 49Q: 3 clusters Score -276811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -276812.093750 Penalty: 2514.157959
	Iteration 50Q: 3 clusters Score -276812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -276812.906250 Penalty: 2514.157959
	Iteration 51Q: 3 clusters Score -276812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -276814.687500 Penalty: 2514.157959
	Iteration 52Q: 3 clusters Score -276814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -276815.906250 Penalty: 2514.157959
	Iteration 53Q: 3 clusters Score -276815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -276816.906250 Penalty: 2514.157959
	Iteration 54Q: 3 clusters Score -276816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -276818.000000 Penalty: 2514.157959
	Iteration 55Q: 3 clusters Score -276818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -276818.000000 Penalty: 2514.157959
	Iteration 56F: 3 clusters Score -276818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -841139.062500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -841139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -835994.187500 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -835994.2 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -837489.875000 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -837489.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -837647.625000 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -837647.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -837774.875000 Penalty: 2869.593750
	Iteration 3Q: 3 clusters Score -837774.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -837876.562500 Penalty: 2869.593750
	Iteration 4Q: 3 clusters Score -837876.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -837972.625000 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -837972.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -838068.937500 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -838068.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -838140.125000 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -838140.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -838217.375000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -838217.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -838310.750000 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -838310.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -838449.250000 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -838449.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -838639.437500 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -838639.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -838871.625000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -838871.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -839094.812500 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -839094.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -839300.562500 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -839300.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -839473.500000 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -839473.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -839590.500000 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -839590.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -839714.250000 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -839714.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -839801.062500 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -839801.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -839849.000000 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -839849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -839870.562500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -839870.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -839878.437500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -839878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -839884.062500 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -839884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -839891.062500 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -839891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -839894.250000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -839894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -839896.500000 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -839896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -839899.937500 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -839899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -839906.562500 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -839906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -839911.187500 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -839911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -839917.750000 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -839917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -839921.875000 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -839921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -839923.875000 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -839923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -839926.937500 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -839926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -839929.187500 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -839929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -839930.812500 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -839930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -839931.562500 Penalty: 2869.593750
	Iteration 35Q: 3 clusters Score -839931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -839933.125000 Penalty: 2869.593750
	Iteration 36Q: 3 clusters Score -839933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -839936.500000 Penalty: 2869.593750
	Iteration 37Q: 3 clusters Score -839936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -839939.750000 Penalty: 2869.593750
	Iteration 38Q: 3 clusters Score -839939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -839942.437500 Penalty: 2869.593750
	Iteration 39Q: 3 clusters Score -839942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -839943.312500 Penalty: 2869.593750
	Iteration 40F: 3 clusters Score -839943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -839947.375000 Penalty: 2869.593750
	Iteration 41Q: 3 clusters Score -839947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -839947.625000 Penalty: 2869.593750
	Iteration 42Q: 3 clusters Score -839947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -839947.625000 Penalty: 2869.593750
	Iteration 43F: 3 clusters Score -839947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1105499.875000 Penalty: 1480.907715
	Iteration 0F: 2 clusters Score -1105500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1098909.750000 Penalty: 2961.815430
	Iteration 0F: 3 clusters Score -1098910 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1100968.125000 Penalty: 2961.815430
	Iteration 1F: 3 clusters Score -1100968 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1101269.875000 Penalty: 2961.815430
	Iteration 2F: 3 clusters Score -1101270 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1101595.000000 Penalty: 2961.815430
	Iteration 3F: 3 clusters Score -1101595 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1101911.375000 Penalty: 2961.815430
	Iteration 4F: 3 clusters Score -1101911 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1102267.250000 Penalty: 2961.815430
	Iteration 5F: 3 clusters Score -1102267 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1102623.250000 Penalty: 2961.815430
	Iteration 6F: 3 clusters Score -1102623 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1102933.375000 Penalty: 2961.815430
	Iteration 7F: 3 clusters Score -1102933 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1103220.875000 Penalty: 2961.815430
	Iteration 8F: 3 clusters Score -1103221 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1103470.125000 Penalty: 2961.815430
	Iteration 9Q: 3 clusters Score -1103470 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1103665.625000 Penalty: 2961.815430
	Iteration 10Q: 3 clusters Score -1103666 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1103854.875000 Penalty: 2961.815430
	Iteration 11Q: 3 clusters Score -1103855 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1104018.500000 Penalty: 2961.815430
	Iteration 12Q: 3 clusters Score -1104018 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1104137.375000 Penalty: 2961.815430
	Iteration 13Q: 3 clusters Score -1104137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1104217.250000 Penalty: 2961.815430
	Iteration 14Q: 3 clusters Score -1104217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1104260.875000 Penalty: 2961.815430
	Iteration 15Q: 3 clusters Score -1104261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1104291.125000 Penalty: 2961.815430
	Iteration 16Q: 3 clusters Score -1104291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1104311.250000 Penalty: 2961.815430
	Iteration 17Q: 3 clusters Score -1104311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1104325.375000 Penalty: 2961.815430
	Iteration 18Q: 3 clusters Score -1104325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1104343.000000 Penalty: 2961.815430
	Iteration 19Q: 3 clusters Score -1104343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1104356.000000 Penalty: 2961.815430
	Iteration 20F: 3 clusters Score -1104356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1104364.875000 Penalty: 2961.815430
	Iteration 21Q: 3 clusters Score -1104365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1104371.500000 Penalty: 2961.815430
	Iteration 22Q: 3 clusters Score -1104372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1104370.500000 Penalty: 2961.815430
	Iteration 23Q: 3 clusters Score -1104370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1104372.000000 Penalty: 2961.815430
	Iteration 24Q: 3 clusters Score -1104372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1104370.875000 Penalty: 2961.815430
	Iteration 25Q: 3 clusters Score -1104371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1104370.875000 Penalty: 2961.815430
	Iteration 26F: 3 clusters Score -1104371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -533869.750000 Penalty: 1359.497314
	Iteration 0F: 2 clusters Score -533869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -530290.750000 Penalty: 2718.994629
	Iteration 0F: 3 clusters Score -530290.8 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -531210.437500 Penalty: 2718.994629
	Iteration 1F: 3 clusters Score -531210.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -531387.062500 Penalty: 2718.994629
	Iteration 2F: 3 clusters Score -531387.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -531494.875000 Penalty: 2718.994629
	Iteration 3F: 3 clusters Score -531494.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -531561.375000 Penalty: 2718.994629
	Iteration 4Q: 3 clusters Score -531561.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -531611.375000 Penalty: 2718.994629
	Iteration 5Q: 3 clusters Score -531611.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -531661.312500 Penalty: 2718.994629
	Iteration 6Q: 3 clusters Score -531661.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -531699.812500 Penalty: 2718.994629
	Iteration 7Q: 3 clusters Score -531699.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -531729.687500 Penalty: 2718.994629
	Iteration 8Q: 3 clusters Score -531729.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -531773.562500 Penalty: 2718.994629
	Iteration 9Q: 3 clusters Score -531773.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -531808.000000 Penalty: 2718.994629
	Iteration 10Q: 3 clusters Score -531808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -531841.187500 Penalty: 2718.994629
	Iteration 11Q: 3 clusters Score -531841.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -531869.437500 Penalty: 2718.994629
	Iteration 12Q: 3 clusters Score -531869.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -531903.062500 Penalty: 2718.994629
	Iteration 13Q: 3 clusters Score -531903.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -531943.812500 Penalty: 2718.994629
	Iteration 14Q: 3 clusters Score -531943.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -532001.562500 Penalty: 2718.994629
	Iteration 15Q: 3 clusters Score -532001.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -532064.000000 Penalty: 2718.994629
	Iteration 16Q: 3 clusters Score -532064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -532112.562500 Penalty: 2718.994629
	Iteration 17Q: 3 clusters Score -532112.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -532161.562500 Penalty: 2718.994629
	Iteration 18Q: 3 clusters Score -532161.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -532215.000000 Penalty: 2718.994629
	Iteration 19Q: 3 clusters Score -532215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -532270.937500 Penalty: 2718.994629
	Iteration 20F: 3 clusters Score -532270.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -532327.000000 Penalty: 2718.994629
	Iteration 21Q: 3 clusters Score -532327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -532374.687500 Penalty: 2718.994629
	Iteration 22Q: 3 clusters Score -532374.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -532415.937500 Penalty: 2718.994629
	Iteration 23Q: 3 clusters Score -532415.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -532451.562500 Penalty: 2718.994629
	Iteration 24Q: 3 clusters Score -532451.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -532488.875000 Penalty: 2718.994629
	Iteration 25Q: 3 clusters Score -532488.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -532517.562500 Penalty: 2718.994629
	Iteration 26Q: 3 clusters Score -532517.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -532540.125000 Penalty: 2718.994629
	Iteration 27Q: 3 clusters Score -532540.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -532562.687500 Penalty: 2718.994629
	Iteration 28Q: 3 clusters Score -532562.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -532580.125000 Penalty: 2718.994629
	Iteration 29Q: 3 clusters Score -532580.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -532595.125000 Penalty: 2718.994629
	Iteration 30Q: 3 clusters Score -532595.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -532610.062500 Penalty: 2718.994629
	Iteration 31Q: 3 clusters Score -532610.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -532617.812500 Penalty: 2718.994629
	Iteration 32Q: 3 clusters Score -532617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -532626.062500 Penalty: 2718.994629
	Iteration 33Q: 3 clusters Score -532626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -532632.500000 Penalty: 2718.994629
	Iteration 34Q: 3 clusters Score -532632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -532638.000000 Penalty: 2718.994629
	Iteration 35Q: 3 clusters Score -532638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -532640.875000 Penalty: 2718.994629
	Iteration 36Q: 3 clusters Score -532640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -532643.125000 Penalty: 2718.994629
	Iteration 37Q: 3 clusters Score -532643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -532646.812500 Penalty: 2718.994629
	Iteration 38Q: 3 clusters Score -532646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -532647.750000 Penalty: 2718.994629
	Iteration 39Q: 3 clusters Score -532647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -532650.937500 Penalty: 2718.994629
	Iteration 40F: 3 clusters Score -532650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -532655.875000 Penalty: 2718.994629
	Iteration 41Q: 3 clusters Score -532655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -532659.125000 Penalty: 2718.994629
	Iteration 42Q: 3 clusters Score -532659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -532663.687500 Penalty: 2718.994629
	Iteration 43Q: 3 clusters Score -532663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -532668.500000 Penalty: 2718.994629
	Iteration 44Q: 3 clusters Score -532668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -532672.250000 Penalty: 2718.994629
	Iteration 45Q: 3 clusters Score -532672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -532674.625000 Penalty: 2718.994629
	Iteration 46Q: 3 clusters Score -532674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -532675.000000 Penalty: 2718.994629
	Iteration 47Q: 3 clusters Score -532675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -532675.875000 Penalty: 2718.994629
	Iteration 48Q: 3 clusters Score -532675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -532677.875000 Penalty: 2718.994629
	Iteration 49Q: 3 clusters Score -532677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -532680.062500 Penalty: 2718.994629
	Iteration 50Q: 3 clusters Score -532680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -532684.062500 Penalty: 2718.994629
	Iteration 51Q: 3 clusters Score -532684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -532685.562500 Penalty: 2718.994629
	Iteration 52Q: 3 clusters Score -532685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -532687.937500 Penalty: 2718.994629
	Iteration 53Q: 3 clusters Score -532687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -532692.312500 Penalty: 2718.994629
	Iteration 54Q: 3 clusters Score -532692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -532696.437500 Penalty: 2718.994629
	Iteration 55Q: 3 clusters Score -532696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -532698.937500 Penalty: 2718.994629
	Iteration 56Q: 3 clusters Score -532698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -532701.437500 Penalty: 2718.994629
	Iteration 57Q: 3 clusters Score -532701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -532701.812500 Penalty: 2718.994629
	Iteration 58Q: 3 clusters Score -532701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -532701.812500 Penalty: 2718.994629
	Iteration 59F: 3 clusters Score -532701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16565.451172 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16565.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16613.027344 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16613.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16617.289062 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16617.289062 Penalty: 1539.264526
	Iteration 3F: 3 clusters Score -16617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 23709 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150309 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434364.000000 Penalty: 34291.625000
Iteration 164F: 18 clusters Score -2.943436e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150333 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10731 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434416.000000 Penalty: 34291.625000
Iteration 165Q: 18 clusters Score -2.943442e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15100 members 
Mstep: Class 3 contains 23713 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150370 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434448.000000 Penalty: 34291.625000
Iteration 166Q: 18 clusters Score -2.943445e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15076 members 
Mstep: Class 3 contains 23702 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150388 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 8842 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434532.000000 Penalty: 34291.625000
Iteration 167Q: 18 clusters Score -2.943453e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 23697 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150378 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10741 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 8811 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434502.000000 Penalty: 34291.625000
Iteration 168Q: 18 clusters Score -2.94345e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150348 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10747 members 
Mstep: Class 15 contains 2286 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434590.000000 Penalty: 34291.625000
Iteration 169Q: 18 clusters Score -2.943459e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15027 members 
Mstep: Class 3 contains 23707 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150320 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434656.000000 Penalty: 34291.625000
Iteration 170Q: 18 clusters Score -2.943466e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 23707 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150286 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434692.000000 Penalty: 34291.625000
Iteration 171Q: 18 clusters Score -2.943469e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15004 members 
Mstep: Class 3 contains 23712 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 12797 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150255 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10765 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434714.000000 Penalty: 34291.625000
Iteration 172Q: 18 clusters Score -2.943471e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150221 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10771 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434748.000000 Penalty: 34291.625000
Iteration 173Q: 18 clusters Score -2.943475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14988 members 
Mstep: Class 3 contains 23719 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 12797 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150207 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10778 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434720.000000 Penalty: 34291.625000
Iteration 174Q: 18 clusters Score -2.943472e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 23721 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150195 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10785 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 8757 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434724.000000 Penalty: 34291.625000
Iteration 175Q: 18 clusters Score -2.943472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 23725 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150184 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434754.000000 Penalty: 34291.625000
Iteration 176Q: 18 clusters Score -2.943475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14968 members 
Mstep: Class 3 contains 23725 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150181 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434736.000000 Penalty: 34291.625000
Iteration 177Q: 18 clusters Score -2.943474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14961 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12793 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150188 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10803 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434726.000000 Penalty: 34291.625000
Iteration 178Q: 18 clusters Score -2.943473e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 23726 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150183 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8747 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434746.000000 Penalty: 34291.625000
Iteration 179Q: 18 clusters Score -2.943475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14949 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150179 members 
Mstep: Class 9 contains 3004 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434756.000000 Penalty: 34291.625000
Iteration 180F: 18 clusters Score -2.943476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 23724 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150174 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10807 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434742.000000 Penalty: 34291.625000
Iteration 181Q: 18 clusters Score -2.943474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14938 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150165 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10808 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434730.000000 Penalty: 34291.625000
Iteration 182Q: 18 clusters Score -2.943473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150160 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434730.000000 Penalty: 34291.625000
Iteration 183Q: 18 clusters Score -2.943473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14932 members 
Mstep: Class 3 contains 23726 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12796 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150152 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10813 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434720.000000 Penalty: 34291.625000
Iteration 184Q: 18 clusters Score -2.943472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 23727 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150145 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434736.000000 Penalty: 34291.625000
Iteration 185Q: 18 clusters Score -2.943474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14928 members 
Mstep: Class 3 contains 23729 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150126 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434742.000000 Penalty: 34291.625000
Iteration 186Q: 18 clusters Score -2.943474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14926 members 
Mstep: Class 3 contains 23732 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150110 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434738.000000 Penalty: 34291.625000
Iteration 187Q: 18 clusters Score -2.943474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14924 members 
Mstep: Class 3 contains 23734 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150098 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434736.000000 Penalty: 34291.625000
Iteration 188Q: 18 clusters Score -2.943474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 23737 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12799 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150087 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434746.000000 Penalty: 34291.625000
Iteration 189Q: 18 clusters Score -2.943475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14917 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12801 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150087 members 
Mstep: Class 9 contains 3085 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 8738 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434726.000000 Penalty: 34291.625000
Iteration 190Q: 18 clusters Score -2.943473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14911 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12803 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150086 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10826 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434734.000000 Penalty: 34291.625000
Iteration 191Q: 18 clusters Score -2.943473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12804 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150081 members 
Mstep: Class 9 contains 3096 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434736.000000 Penalty: 34291.625000
Iteration 192Q: 18 clusters Score -2.943474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150077 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434730.000000 Penalty: 34291.625000
Iteration 193Q: 18 clusters Score -2.943473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14902 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150078 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10826 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434728.000000 Penalty: 34291.625000
Iteration 194Q: 18 clusters Score -2.943473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14897 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150081 members 
Mstep: Class 9 contains 3107 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 14 contains 10826 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434728.000000 Penalty: 34291.625000
Iteration 195Q: 18 clusters Score -2.943473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 23735 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150076 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8738 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434718.000000 Penalty: 34291.625000
Iteration 196Q: 18 clusters Score -2.943472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14895 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150074 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434730.000000 Penalty: 34291.625000
Iteration 197Q: 18 clusters Score -2.943473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14893 members 
Mstep: Class 3 contains 23737 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 150075 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8738 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29434756.000000 Penalty: 34291.625000
Iteration 198Q: 18 clusters Score -2.943476e+07 nChanged 9
Entering ConstructFrom: 
Score: -29434756.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -232983.328125 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -232983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -230870.453125 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -230870.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231337.296875 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -231337.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231426.203125 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -231426.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -231478.687500 Penalty: 2472.721680
	Iteration 3Q: 3 clusters Score -231478.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -231518.796875 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -231518.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -231554.281250 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -231554.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -231579.843750 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -231579.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -231593.140625 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -231593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -231602.640625 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -231602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -231611.875000 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -231611.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231620.656250 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -231620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231627.734375 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -231627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -231633.968750 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -231634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -231638.187500 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -231638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -231640.843750 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -231640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -231644.484375 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -231644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231646.406250 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -231646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -231649.359375 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -231649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -231650.718750 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -231650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -231652.015625 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -231652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231652.953125 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -231653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -231654.828125 Penalty: 2472.721680
	Iteration 21Q: 3 clusters Score -231654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -231655.812500 Penalty: 2472.721680
	Iteration 22Q: 3 clusters Score -231655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -231658.031250 Penalty: 2472.721680
	Iteration 23Q: 3 clusters Score -231658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231660.015625 Penalty: 2472.721680
	Iteration 24Q: 3 clusters Score -231660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -231662.156250 Penalty: 2472.721680
	Iteration 25Q: 3 clusters Score -231662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -231663.640625 Penalty: 2472.721680
	Iteration 26Q: 3 clusters Score -231663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -231667.546875 Penalty: 2472.721680
	Iteration 27Q: 3 clusters Score -231667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -231668.234375 Penalty: 2472.721680
	Iteration 28Q: 3 clusters Score -231668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -231668.234375 Penalty: 2472.721680
	Iteration 29F: 3 clusters Score -231668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1739370.500000 Penalty: 1561.394165
	Iteration 0F: 2 clusters Score -1739370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1729162.875000 Penalty: 3122.788330
	Iteration 0F: 3 clusters Score -1729163 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1732663.375000 Penalty: 3122.788330
	Iteration 1F: 3 clusters Score -1732663 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1732974.375000 Penalty: 3122.788330
	Iteration 2F: 3 clusters Score -1732974 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1733290.375000 Penalty: 3122.788330
	Iteration 3Q: 3 clusters Score -1733290 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1733651.750000 Penalty: 3122.788330
	Iteration 4Q: 3 clusters Score -1733652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1734068.750000 Penalty: 3122.788330
	Iteration 5Q: 3 clusters Score -1734069 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1734544.750000 Penalty: 3122.788330
	Iteration 6F: 3 clusters Score -1734545 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1735049.625000 Penalty: 3122.788330
	Iteration 7F: 3 clusters Score -1735050 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1735478.250000 Penalty: 3122.788330
	Iteration 8Q: 3 clusters Score -1735478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1735854.750000 Penalty: 3122.788330
	Iteration 9Q: 3 clusters Score -1735855 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1736123.875000 Penalty: 3122.788330
	Iteration 10Q: 3 clusters Score -1736124 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1736354.875000 Penalty: 3122.788330
	Iteration 11Q: 3 clusters Score -1736355 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1736536.875000 Penalty: 3122.788330
	Iteration 12Q: 3 clusters Score -1736537 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1736693.250000 Penalty: 3122.788330
	Iteration 13Q: 3 clusters Score -1736693 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1736841.750000 Penalty: 3122.788330
	Iteration 14Q: 3 clusters Score -1736842 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1737000.500000 Penalty: 3122.788330
	Iteration 15Q: 3 clusters Score -1737000 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1737124.250000 Penalty: 3122.788330
	Iteration 16Q: 3 clusters Score -1737124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1737253.500000 Penalty: 3122.788330
	Iteration 17Q: 3 clusters Score -1737254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1737361.125000 Penalty: 3122.788330
	Iteration 18Q: 3 clusters Score -1737361 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1737465.250000 Penalty: 3122.788330
	Iteration 19Q: 3 clusters Score -1737465 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1737556.250000 Penalty: 3122.788330
	Iteration 20F: 3 clusters Score -1737556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1737634.875000 Penalty: 3122.788330
	Iteration 21Q: 3 clusters Score -1737635 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1737693.000000 Penalty: 3122.788330
	Iteration 22Q: 3 clusters Score -1737693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1737751.125000 Penalty: 3122.788330
	Iteration 23Q: 3 clusters Score -1737751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1737792.750000 Penalty: 3122.788330
	Iteration 24Q: 3 clusters Score -1737793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1737827.000000 Penalty: 3122.788330
	Iteration 25Q: 3 clusters Score -1737827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1737857.375000 Penalty: 3122.788330
	Iteration 26Q: 3 clusters Score -1737857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1737875.750000 Penalty: 3122.788330
	Iteration 27Q: 3 clusters Score -1737876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1737890.625000 Penalty: 3122.788330
	Iteration 28Q: 3 clusters Score -1737891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1737906.125000 Penalty: 3122.788330
	Iteration 29Q: 3 clusters Score -1737906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1737925.000000 Penalty: 3122.788330
	Iteration 30Q: 3 clusters Score -1737925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1737935.375000 Penalty: 3122.788330
	Iteration 31Q: 3 clusters Score -1737935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1737949.875000 Penalty: 3122.788330
	Iteration 32Q: 3 clusters Score -1737950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1737963.500000 Penalty: 3122.788330
	Iteration 33Q: 3 clusters Score -1737964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1737977.125000 Penalty: 3122.788330
	Iteration 34Q: 3 clusters Score -1737977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1737981.500000 Penalty: 3122.788330
	Iteration 35Q: 3 clusters Score -1737982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1737988.125000 Penalty: 3122.788330
	Iteration 36Q: 3 clusters Score -1737988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1738000.375000 Penalty: 3122.788330
	Iteration 37Q: 3 clusters Score -1738000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1738006.750000 Penalty: 3122.788330
	Iteration 38Q: 3 clusters Score -1738007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1738018.125000 Penalty: 3122.788330
	Iteration 39Q: 3 clusters Score -1738018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1738026.500000 Penalty: 3122.788330
	Iteration 40F: 3 clusters Score -1738026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1738032.125000 Penalty: 3122.788330
	Iteration 41Q: 3 clusters Score -1738032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1738034.750000 Penalty: 3122.788330
	Iteration 42Q: 3 clusters Score -1738035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1738044.375000 Penalty: 3122.788330
	Iteration 43Q: 3 clusters Score -1738044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1738052.500000 Penalty: 3122.788330
	Iteration 44Q: 3 clusters Score -1738052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1738058.875000 Penalty: 3122.788330
	Iteration 45Q: 3 clusters Score -1738059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1738067.750000 Penalty: 3122.788330
	Iteration 46Q: 3 clusters Score -1738068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1738072.750000 Penalty: 3122.788330
	Iteration 47Q: 3 clusters Score -1738073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1738081.750000 Penalty: 3122.788330
	Iteration 48Q: 3 clusters Score -1738082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1738087.250000 Penalty: 3122.788330
	Iteration 49Q: 3 clusters Score -1738087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1738090.375000 Penalty: 3122.788330
	Iteration 50Q: 3 clusters Score -1738090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1738090.250000 Penalty: 3122.788330
	Iteration 51Q: 3 clusters Score -1738090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1738089.625000 Penalty: 3122.788330
	Iteration 52Q: 3 clusters Score -1738090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1738089.625000 Penalty: 3122.788330
	Iteration 53F: 3 clusters Score -1738090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Entering Unmasked Estep 
Score: -2894408.750000 Penalty: 1637.146606
	Iteration 0F: 2 clusters Score -2894409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2878481.250000 Penalty: 3274.293213
	Iteration 0F: 3 clusters Score -2878481 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2884285.250000 Penalty: 3274.293213
	Iteration 1F: 3 clusters Score -2884285 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2884618.500000 Penalty: 3274.293213
	Iteration 2Q: 3 clusters Score -2884618 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2884864.750000 Penalty: 3274.293213
	Iteration 3Q: 3 clusters Score -2884865 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2885065.000000 Penalty: 3274.293213
	Iteration 4Q: 3 clusters Score -2885065 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2885280.000000 Penalty: 3274.293213
	Iteration 5Q: 3 clusters Score -2885280 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2885437.500000 Penalty: 3274.293213
	Iteration 6Q: 3 clusters Score -2885438 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2885628.250000 Penalty: 3274.293213
	Iteration 7Q: 3 clusters Score -2885628 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2885845.500000 Penalty: 3274.293213
	Iteration 8Q: 3 clusters Score -2885846 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2886060.750000 Penalty: 3274.293213
	Iteration 9Q: 3 clusters Score -2886061 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2886357.000000 Penalty: 3274.293213
	Iteration 10Q: 3 clusters Score -2886357 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2886738.750000 Penalty: 3274.293213
	Iteration 11Q: 3 clusters Score -2886739 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2887221.250000 Penalty: 3274.293213
	Iteration 12Q: 3 clusters Score -2887221 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2887853.250000 Penalty: 3274.293213
	Iteration 13Q: 3 clusters Score -2887853 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2888661.500000 Penalty: 3274.293213
	Iteration 14Q: 3 clusters Score -2888662 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2889588.250000 Penalty: 3274.293213
	Iteration 15Q: 3 clusters Score -2889588 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2890294.000000 Penalty: 3274.293213
	Iteration 16Q: 3 clusters Score -2890294 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2890723.750000 Penalty: 3274.293213
	Iteration 17Q: 3 clusters Score -2890724 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2890975.000000 Penalty: 3274.293213
	Iteration 18Q: 3 clusters Score -2890975 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2891140.000000 Penalty: 3274.293213
	Iteration 19Q: 3 clusters Score -2891140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2891261.750000 Penalty: 3274.293213
	Iteration 20F: 3 clusters Score -2891262 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2891380.250000 Penalty: 3274.293213
	Iteration 21Q: 3 clusters Score -2891380 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2891509.250000 Penalty: 3274.293213
	Iteration 22Q: 3 clusters Score -2891509 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2891614.000000 Penalty: 3274.293213
	Iteration 23Q: 3 clusters Score -2891614 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2891721.000000 Penalty: 3274.293213
	Iteration 24Q: 3 clusters Score -2891721 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2891796.250000 Penalty: 3274.293213
	Iteration 25Q: 3 clusters Score -2891796 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2891851.500000 Penalty: 3274.293213
	Iteration 26Q: 3 clusters Score -2891852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2891914.250000 Penalty: 3274.293213
	Iteration 27Q: 3 clusters Score -2891914 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2891948.250000 Penalty: 3274.293213
	Iteration 28Q: 3 clusters Score -2891948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2891980.500000 Penalty: 3274.293213
	Iteration 29Q: 3 clusters Score -2891980 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2892014.750000 Penalty: 3274.293213
	Iteration 30Q: 3 clusters Score -2892015 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2892053.000000 Penalty: 3274.293213
	Iteration 31Q: 3 clusters Score -2892053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2892099.250000 Penalty: 3274.293213
	Iteration 32Q: 3 clusters Score -2892099 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2892121.750000 Penalty: 3274.293213
	Iteration 33Q: 3 clusters Score -2892122 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2892136.500000 Penalty: 3274.293213
	Iteration 34Q: 3 clusters Score -2892136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2892152.500000 Penalty: 3274.293213
	Iteration 35Q: 3 clusters Score -2892152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2892171.750000 Penalty: 3274.293213
	Iteration 36Q: 3 clusters Score -2892172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2892196.750000 Penalty: 3274.293213
	Iteration 37Q: 3 clusters Score -2892197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2892215.000000 Penalty: 3274.293213
	Iteration 38Q: 3 clusters Score -2892215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2892233.750000 Penalty: 3274.293213
	Iteration 39Q: 3 clusters Score -2892234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2892264.750000 Penalty: 3274.293213
	Iteration 40F: 3 clusters Score -2892265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2892277.000000 Penalty: 3274.293213
	Iteration 41Q: 3 clusters Score -2892277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2892289.000000 Penalty: 3274.293213
	Iteration 42Q: 3 clusters Score -2892289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2892287.500000 Penalty: 3274.293213
	Iteration 43Q: 3 clusters Score -2892288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2892296.250000 Penalty: 3274.293213
	Iteration 44Q: 3 clusters Score -2892296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2892310.000000 Penalty: 3274.293213
	Iteration 45Q: 3 clusters Score -2892310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2892311.750000 Penalty: 3274.293213
	Iteration 46Q: 3 clusters Score -2892312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2892319.250000 Penalty: 3274.293213
	Iteration 47Q: 3 clusters Score -2892319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2892325.500000 Penalty: 3274.293213
	Iteration 48Q: 3 clusters Score -2892326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2892336.750000 Penalty: 3274.293213
	Iteration 49Q: 3 clusters Score -2892337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2892342.000000 Penalty: 3274.293213
	Iteration 50Q: 3 clusters Score -2892342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2892346.750000 Penalty: 3274.293213
	Iteration 51Q: 3 clusters Score -2892347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2892351.000000 Penalty: 3274.293213
	Iteration 52Q: 3 clusters Score -2892351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2892355.750000 Penalty: 3274.293213
	Iteration 53Q: 3 clusters Score -2892356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2892354.500000 Penalty: 3274.293213
	Iteration 54Q: 3 clusters Score -2892354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2892358.000000 Penalty: 3274.293213
	Iteration 55Q: 3 clusters Score -2892358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2892358.000000 Penalty: 3274.293213
	Iteration 56Q: 3 clusters Score -2892358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2892358.500000 Penalty: 3274.293213
	Iteration 57Q: 3 clusters Score -2892358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2892360.750000 Penalty: 3274.293213
	Iteration 58Q: 3 clusters Score -2892361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2892369.000000 Penalty: 3274.293213
	Iteration 59Q: 3 clusters Score -2892369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2892367.000000 Penalty: 3274.293213
	Iteration 60F: 3 clusters Score -2892367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2892371.250000 Penalty: 3274.293213
	Iteration 61Q: 3 clusters Score -2892371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2892364.000000 Penalty: 3274.293213
	Iteration 62Q: 3 clusters Score -2892364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2892360.500000 Penalty: 3274.293213
	Iteration 63Q: 3 clusters Score -2892360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2892363.500000 Penalty: 3274.293213
	Iteration 64Q: 3 clusters Score -2892364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2892367.500000 Penalty: 3274.293213
	Iteration 65Q: 3 clusters Score -2892368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2892365.000000 Penalty: 3274.293213
	Iteration 66Q: 3 clusters Score -2892365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2892363.250000 Penalty: 3274.293213
	Iteration 67Q: 3 clusters Score -2892363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2892366.250000 Penalty: 3274.293213
	Iteration 68Q: 3 clusters Score -2892366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2892365.500000 Penalty: 3274.293213
	Iteration 69Q: 3 clusters Score -2892366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2892363.500000 Penalty: 3274.293213
	Iteration 70Q: 3 clusters Score -2892364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2892360.500000 Penalty: 3274.293213
	Iteration 71Q: 3 clusters Score -2892360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2892359.250000 Penalty: 3274.293213
	Iteration 72Q: 3 clusters Score -2892359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2892362.250000 Penalty: 3274.293213
	Iteration 73Q: 3 clusters Score -2892362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2892363.250000 Penalty: 3274.293213
	Iteration 74Q: 3 clusters Score -2892363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2892365.250000 Penalty: 3274.293213
	Iteration 75Q: 3 clusters Score -2892365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2892365.250000 Penalty: 3274.293213
	Iteration 76F: 3 clusters Score -2892365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -306893.281250 Penalty: 1270.298706
	Iteration 0F: 2 clusters Score -306893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -304500.156250 Penalty: 2540.597412
	Iteration 0F: 3 clusters Score -304500.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305058.968750 Penalty: 2540.597412
	Iteration 1F: 3 clusters Score -305059 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305210.812500 Penalty: 2540.597412
	Iteration 2F: 3 clusters Score -305210.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -305305.875000 Penalty: 2540.597412
	Iteration 3F: 3 clusters Score -305305.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305363.187500 Penalty: 2540.597412
	Iteration 4Q: 3 clusters Score -305363.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305403.312500 Penalty: 2540.597412
	Iteration 5Q: 3 clusters Score -305403.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -305420.468750 Penalty: 2540.597412
	Iteration 6Q: 3 clusters Score -305420.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -305432.937500 Penalty: 2540.597412
	Iteration 7Q: 3 clusters Score -305432.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -305440.468750 Penalty: 2540.597412
	Iteration 8Q: 3 clusters Score -305440.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305445.687500 Penalty: 2540.597412
	Iteration 9Q: 3 clusters Score -305445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -305447.625000 Penalty: 2540.597412
	Iteration 10Q: 3 clusters Score -305447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -305449.093750 Penalty: 2540.597412
	Iteration 11Q: 3 clusters Score -305449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305449.187500 Penalty: 2540.597412
	Iteration 12Q: 3 clusters Score -305449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -305449.281250 Penalty: 2540.597412
	Iteration 13Q: 3 clusters Score -305449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -305449.500000 Penalty: 2540.597412
	Iteration 14Q: 3 clusters Score -305449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -305449.500000 Penalty: 2540.597412
	Iteration 15F: 3 clusters Score -305449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Entering Unmasked Estep 
Score: -1577379.750000 Penalty: 1536.883911
	Iteration 0F: 2 clusters Score -1577380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1568341.625000 Penalty: 3073.767822
	Iteration 0F: 3 clusters Score -1568342 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1571398.375000 Penalty: 3073.767822
	Iteration 1F: 3 clusters Score -1571398 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1571697.250000 Penalty: 3073.767822
	Iteration 2F: 3 clusters Score -1571697 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1572033.125000 Penalty: 3073.767822
	Iteration 3F: 3 clusters Score -1572033 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1572427.250000 Penalty: 3073.767822
	Iteration 4F: 3 clusters Score -1572427 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1572916.625000 Penalty: 3073.767822
	Iteration 5F: 3 clusters Score -1572917 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1573475.875000 Penalty: 3073.767822
	Iteration 6F: 3 clusters Score -1573476 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1574074.750000 Penalty: 3073.767822
	Iteration 7F: 3 clusters Score -1574075 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1574613.875000 Penalty: 3073.767822
	Iteration 8F: 3 clusters Score -1574614 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1575070.750000 Penalty: 3073.767822
	Iteration 9Q: 3 clusters Score -1575071 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1575375.125000 Penalty: 3073.767822
	Iteration 10Q: 3 clusters Score -1575375 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1575584.125000 Penalty: 3073.767822
	Iteration 11Q: 3 clusters Score -1575584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1575709.250000 Penalty: 3073.767822
	Iteration 12Q: 3 clusters Score -1575709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1575789.875000 Penalty: 3073.767822
	Iteration 13Q: 3 clusters Score -1575790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1575856.750000 Penalty: 3073.767822
	Iteration 14Q: 3 clusters Score -1575857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1575906.875000 Penalty: 3073.767822
	Iteration 15Q: 3 clusters Score -1575907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1575939.375000 Penalty: 3073.767822
	Iteration 16Q: 3 clusters Score -1575939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1575981.875000 Penalty: 3073.767822
	Iteration 17Q: 3 clusters Score -1575982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1576003.250000 Penalty: 3073.767822
	Iteration 18Q: 3 clusters Score -1576003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1576028.875000 Penalty: 3073.767822
	Iteration 19Q: 3 clusters Score -1576029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1576036.125000 Penalty: 3073.767822
	Iteration 20F: 3 clusters Score -1576036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1576043.500000 Penalty: 3073.767822
	Iteration 21Q: 3 clusters Score -1576044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1576044.875000 Penalty: 3073.767822
	Iteration 22Q: 3 clusters Score -1576045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1576044.375000 Penalty: 3073.767822
	Iteration 23Q: 3 clusters Score -1576044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1576044.250000 Penalty: 3073.767822
	Iteration 24Q: 3 clusters Score -1576044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1576044.125000 Penalty: 3073.767822
	Iteration 25Q: 3 clusters Score -1576044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1576044.125000 Penalty: 3073.767822
	Iteration 26F: 3 clusters Score -1576044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -44494.144531 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -44494.14 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 231 members 
Entering Unmasked Estep 
Score: -43502.960938 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -43502.96 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43674.648438 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -43674.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43717.804688 Penalty: 1978.201782
	Iteration 2Q: 3 clusters Score -43717.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43741.308594 Penalty: 1978.201782
	Iteration 3Q: 3 clusters Score -43741.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43758.089844 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -43758.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43775.000000 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -43775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43777.636719 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -43777.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43778.804688 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -43778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43780.515625 Penalty: 1978.201782
	Iteration 8Q: 3 clusters Score -43780.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43785.695312 Penalty: 1978.201782
	Iteration 9Q: 3 clusters Score -43785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43801.718750 Penalty: 1978.201782
	Iteration 10Q: 3 clusters Score -43801.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43823.992188 Penalty: 1978.201782
	Iteration 11Q: 3 clusters Score -43823.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43832.437500 Penalty: 1978.201782
	Iteration 12Q: 3 clusters Score -43832.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43835.976562 Penalty: 1978.201782
	Iteration 13Q: 3 clusters Score -43835.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43836.867188 Penalty: 1978.201782
	Iteration 14Q: 3 clusters Score -43836.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43837.558594 Penalty: 1978.201782
	Iteration 15Q: 3 clusters Score -43837.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43841.632812 Penalty: 1978.201782
	Iteration 16Q: 3 clusters Score -43841.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43843.136719 Penalty: 1978.201782
	Iteration 17Q: 3 clusters Score -43843.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43848.761719 Penalty: 1978.201782
	Iteration 18Q: 3 clusters Score -43848.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43851.191406 Penalty: 1978.201782
	Iteration 19Q: 3 clusters Score -43851.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43851.679688 Penalty: 1978.201782
	Iteration 20F: 3 clusters Score -43851.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 134 members 
Entering Unmasked Estep 
Score: -42524.894531 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42524.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42614.042969 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42614.04 nChanged 6
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: -42625.445312 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42625.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42632.757812 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42632.76 nChanged 2
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: -42635.707031 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -42635.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42638.101562 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -42638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42642.687500 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -42642.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42648.257812 Penalty: 1859.101318
	Iteration 7Q: 3 clusters Score -42648.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42655.835938 Penalty: 1859.101318
	Iteration 8Q: 3 clusters Score -42655.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42655.835938 Penalty: 1859.101318
	Iteration 9F: 3 clusters Score -42655.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Entering Unmasked Estep 
Score: -18211172.000000 Penalty: 1936.826172
	Iteration 0F: 2 clusters Score -1.821117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 75042 members 
Entering Unmasked Estep 
Score: -18117898.000000 Penalty: 3873.652344
	Iteration 0F: 3 clusters Score -1.81179e+07 nChanged 72602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -18162004.000000 Penalty: 3873.652344
	Iteration 1F: 3 clusters Score -1.8162e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -18164522.000000 Penalty: 3873.652344
	Iteration 2Q: 3 clusters Score -1.816452e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -18168092.000000 Penalty: 3873.652344
	Iteration 3F: 3 clusters Score -1.816809e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -18172670.000000 Penalty: 3873.652344
	Iteration 4F: 3 clusters Score -1.817267e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -18178490.000000 Penalty: 3873.652344
	Iteration 5F: 3 clusters Score -1.817849e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -18184046.000000 Penalty: 3873.652344
	Iteration 6F: 3 clusters Score -1.818405e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -18189112.000000 Penalty: 3873.652344
	Iteration 7F: 3 clusters Score -1.818911e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -18192908.000000 Penalty: 3873.652344
	Iteration 8F: 3 clusters Score -1.819291e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -18195630.000000 Penalty: 3873.652344
	Iteration 9Q: 3 clusters Score -1.819563e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -18197506.000000 Penalty: 3873.652344
	Iteration 10Q: 3 clusters Score -1.819751e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -18198860.000000 Penalty: 3873.652344
	Iteration 11Q: 3 clusters Score -1.819886e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -18199572.000000 Penalty: 3873.652344
	Iteration 12Q: 3 clusters Score -1.819957e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -18200210.000000 Penalty: 3873.652344
	Iteration 13Q: 3 clusters Score -1.820021e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -18200692.000000 Penalty: 3873.652344
	Iteration 14Q: 3 clusters Score -1.820069e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -18201084.000000 Penalty: 3873.652344
	Iteration 15Q: 3 clusters Score -1.820108e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -18201412.000000 Penalty: 3873.652344
	Iteration 16Q: 3 clusters Score -1.820141e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -18201578.000000 Penalty: 3873.652344
	Iteration 17Q: 3 clusters Score -1.820158e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -18201746.000000 Penalty: 3873.652344
	Iteration 18Q: 3 clusters Score -1.820175e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -18201956.000000 Penalty: 3873.652344
	Iteration 19Q: 3 clusters Score -1.820196e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -18202312.000000 Penalty: 3873.652344
	Iteration 20F: 3 clusters Score -1.820231e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -18202646.000000 Penalty: 3873.652344
	Iteration 21Q: 3 clusters Score -1.820265e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -18202874.000000 Penalty: 3873.652344
	Iteration 22Q: 3 clusters Score -1.820287e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -18203186.000000 Penalty: 3873.652344
	Iteration 23Q: 3 clusters Score -1.820319e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -18203426.000000 Penalty: 3873.652344
	Iteration 24Q: 3 clusters Score -1.820343e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -18203694.000000 Penalty: 3873.652344
	Iteration 25Q: 3 clusters Score -1.820369e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -18204220.000000 Penalty: 3873.652344
	Iteration 26Q: 3 clusters Score -1.820422e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -18204626.000000 Penalty: 3873.652344
	Iteration 27Q: 3 clusters Score -1.820463e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -18205132.000000 Penalty: 3873.652344
	Iteration 28Q: 3 clusters Score -1.820513e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -18205582.000000 Penalty: 3873.652344
	Iteration 29Q: 3 clusters Score -1.820558e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -18205868.000000 Penalty: 3873.652344
	Iteration 30Q: 3 clusters Score -1.820587e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -18206256.000000 Penalty: 3873.652344
	Iteration 31Q: 3 clusters Score -1.820626e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -18206514.000000 Penalty: 3873.652344
	Iteration 32Q: 3 clusters Score -1.820651e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -18206674.000000 Penalty: 3873.652344
	Iteration 33Q: 3 clusters Score -1.820667e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -18206682.000000 Penalty: 3873.652344
	Iteration 34Q: 3 clusters Score -1.820668e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -18206664.000000 Penalty: 3873.652344
	Iteration 35Q: 3 clusters Score -1.820666e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -18206688.000000 Penalty: 3873.652344
	Iteration 36Q: 3 clusters Score -1.820669e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -18206736.000000 Penalty: 3873.652344
	Iteration 37Q: 3 clusters Score -1.820674e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -18206790.000000 Penalty: 3873.652344
	Iteration 38Q: 3 clusters Score -1.820679e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -18206912.000000 Penalty: 3873.652344
	Iteration 39Q: 3 clusters Score -1.820691e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -18207030.000000 Penalty: 3873.652344
	Iteration 40F: 3 clusters Score -1.820703e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -18207234.000000 Penalty: 3873.652344
	Iteration 41Q: 3 clusters Score -1.820723e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -18207372.000000 Penalty: 3873.652344
	Iteration 42Q: 3 clusters Score -1.820737e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -18207616.000000 Penalty: 3873.652344
	Iteration 43Q: 3 clusters Score -1.820762e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -18207796.000000 Penalty: 3873.652344
	Iteration 44Q: 3 clusters Score -1.82078e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -18208122.000000 Penalty: 3873.652344
	Iteration 45Q: 3 clusters Score -1.820812e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -18208492.000000 Penalty: 3873.652344
	Iteration 46Q: 3 clusters Score -1.820849e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -18208806.000000 Penalty: 3873.652344
	Iteration 47Q: 3 clusters Score -1.820881e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -18209058.000000 Penalty: 3873.652344
	Iteration 48Q: 3 clusters Score -1.820906e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -18209340.000000 Penalty: 3873.652344
	Iteration 49Q: 3 clusters Score -1.820934e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -18209658.000000 Penalty: 3873.652344
	Iteration 50Q: 3 clusters Score -1.820966e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -18209836.000000 Penalty: 3873.652344
	Iteration 51Q: 3 clusters Score -1.820984e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -18210206.000000 Penalty: 3873.652344
	Iteration 52Q: 3 clusters Score -1.821021e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -18210476.000000 Penalty: 3873.652344
	Iteration 53Q: 3 clusters Score -1.821048e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -18210742.000000 Penalty: 3873.652344
	Iteration 54Q: 3 clusters Score -1.821074e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -18211034.000000 Penalty: 3873.652344
	Iteration 55Q: 3 clusters Score -1.821103e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -18211256.000000 Penalty: 3873.652344
	Iteration 56Q: 3 clusters Score -1.821126e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -18211558.000000 Penalty: 3873.652344
	Iteration 57Q: 3 clusters Score -1.821156e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129485 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -18211752.000000 Penalty: 3873.652344
	Iteration 58Q: 3 clusters Score -1.821175e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -18211968.000000 Penalty: 3873.652344
	Iteration 59Q: 3 clusters Score -1.821197e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -18212182.000000 Penalty: 3873.652344
	Iteration 60F: 3 clusters Score -1.821218e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -18212428.000000 Penalty: 3873.652344
	Iteration 61Q: 3 clusters Score -1.821243e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -18212502.000000 Penalty: 3873.652344
	Iteration 62Q: 3 clusters Score -1.82125e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -18212618.000000 Penalty: 3873.652344
	Iteration 63Q: 3 clusters Score -1.821262e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -18212670.000000 Penalty: 3873.652344
	Iteration 64Q: 3 clusters Score -1.821267e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132848 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -18212714.000000 Penalty: 3873.652344
	Iteration 65Q: 3 clusters Score -1.821271e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133294 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -18212746.000000 Penalty: 3873.652344
	Iteration 66Q: 3 clusters Score -1.821275e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -18212724.000000 Penalty: 3873.652344
	Iteration 67Q: 3 clusters Score -1.821272e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -18212684.000000 Penalty: 3873.652344
	Iteration 68Q: 3 clusters Score -1.821268e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134667 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -18212634.000000 Penalty: 3873.652344
	Iteration 69Q: 3 clusters Score -1.821263e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135189 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -18212616.000000 Penalty: 3873.652344
	Iteration 70Q: 3 clusters Score -1.821262e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135685 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -18212492.000000 Penalty: 3873.652344
	Iteration 71Q: 3 clusters Score -1.821249e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -18212422.000000 Penalty: 3873.652344
	Iteration 72Q: 3 clusters Score -1.821242e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -18212332.000000 Penalty: 3873.652344
	Iteration 73Q: 3 clusters Score -1.821233e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -18212256.000000 Penalty: 3873.652344
	Iteration 74Q: 3 clusters Score -1.821226e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137495 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -18212108.000000 Penalty: 3873.652344
	Iteration 75Q: 3 clusters Score -1.821211e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137878 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -18212030.000000 Penalty: 3873.652344
	Iteration 76Q: 3 clusters Score -1.821203e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138214 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -18212026.000000 Penalty: 3873.652344
	Iteration 77Q: 3 clusters Score -1.821203e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -18212012.000000 Penalty: 3873.652344
	Iteration 78Q: 3 clusters Score -1.821201e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138818 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -18212058.000000 Penalty: 3873.652344
	Iteration 79Q: 3 clusters Score -1.821206e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139095 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -18212074.000000 Penalty: 3873.652344
	Iteration 80F: 3 clusters Score -1.821207e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -18212086.000000 Penalty: 3873.652344
	Iteration 81Q: 3 clusters Score -1.821209e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -18212112.000000 Penalty: 3873.652344
	Iteration 82Q: 3 clusters Score -1.821211e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139831 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -18212144.000000 Penalty: 3873.652344
	Iteration 83Q: 3 clusters Score -1.821214e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -18212208.000000 Penalty: 3873.652344
	Iteration 84Q: 3 clusters Score -1.821221e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -18212252.000000 Penalty: 3873.652344
	Iteration 85Q: 3 clusters Score -1.821225e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140388 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -18212300.000000 Penalty: 3873.652344
	Iteration 86Q: 3 clusters Score -1.82123e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -18212336.000000 Penalty: 3873.652344
	Iteration 87Q: 3 clusters Score -1.821234e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -18212388.000000 Penalty: 3873.652344
	Iteration 88Q: 3 clusters Score -1.821239e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -18212458.000000 Penalty: 3873.652344
	Iteration 89Q: 3 clusters Score -1.821246e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -18212468.000000 Penalty: 3873.652344
	Iteration 90Q: 3 clusters Score -1.821247e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -18212528.000000 Penalty: 3873.652344
	Iteration 91Q: 3 clusters Score -1.821253e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -18212548.000000 Penalty: 3873.652344
	Iteration 92Q: 3 clusters Score -1.821255e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -18212592.000000 Penalty: 3873.652344
	Iteration 93Q: 3 clusters Score -1.821259e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -18212632.000000 Penalty: 3873.652344
	Iteration 94Q: 3 clusters Score -1.821263e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -18212678.000000 Penalty: 3873.652344
	Iteration 95Q: 3 clusters Score -1.821268e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -18212688.000000 Penalty: 3873.652344
	Iteration 96Q: 3 clusters Score -1.821269e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -18212706.000000 Penalty: 3873.652344
	Iteration 97Q: 3 clusters Score -1.821271e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -18212678.000000 Penalty: 3873.652344
	Iteration 98Q: 3 clusters Score -1.821268e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141854 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -18212632.000000 Penalty: 3873.652344
	Iteration 99Q: 3 clusters Score -1.821263e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -18212642.000000 Penalty: 3873.652344
	Iteration 100F: 3 clusters Score -1.821264e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -18212620.000000 Penalty: 3873.652344
	Iteration 101Q: 3 clusters Score -1.821262e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -18212618.000000 Penalty: 3873.652344
	Iteration 102Q: 3 clusters Score -1.821262e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142066 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -18212638.000000 Penalty: 3873.652344
	Iteration 103Q: 3 clusters Score -1.821264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -18212630.000000 Penalty: 3873.652344
	Iteration 104Q: 3 clusters Score -1.821263e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -18212612.000000 Penalty: 3873.652344
	Iteration 105Q: 3 clusters Score -1.821261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -18212610.000000 Penalty: 3873.652344
	Iteration 106Q: 3 clusters Score -1.821261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -18212586.000000 Penalty: 3873.652344
	Iteration 107Q: 3 clusters Score -1.821259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -18212570.000000 Penalty: 3873.652344
	Iteration 108Q: 3 clusters Score -1.821257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -18212578.000000 Penalty: 3873.652344
	Iteration 109Q: 3 clusters Score -1.821258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -18212580.000000 Penalty: 3873.652344
	Iteration 110Q: 3 clusters Score -1.821258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142167 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -18212568.000000 Penalty: 3873.652344
	Iteration 111Q: 3 clusters Score -1.821257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142168 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -18212558.000000 Penalty: 3873.652344
	Iteration 112Q: 3 clusters Score -1.821256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -18212548.000000 Penalty: 3873.652344
	Iteration 113Q: 3 clusters Score -1.821255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142178 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -18212540.000000 Penalty: 3873.652344
	Iteration 114Q: 3 clusters Score -1.821254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -18212552.000000 Penalty: 3873.652344
	Iteration 115Q: 3 clusters Score -1.821255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142188 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -18212550.000000 Penalty: 3873.652344
	Iteration 116Q: 3 clusters Score -1.821255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142191 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -18212550.000000 Penalty: 3873.652344
	Iteration 117Q: 3 clusters Score -1.821255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142191 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -18212544.000000 Penalty: 3873.652344
	Iteration 118Q: 3 clusters Score -1.821254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -18212556.000000 Penalty: 3873.652344
	Iteration 119Q: 3 clusters Score -1.821256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142201 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -18212554.000000 Penalty: 3873.652344
	Iteration 120F: 3 clusters Score -1.821255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142204 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -18212554.000000 Penalty: 3873.652344
	Iteration 121Q: 3 clusters Score -1.821255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142205 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -18212546.000000 Penalty: 3873.652344
	Iteration 122Q: 3 clusters Score -1.821255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -18212534.000000 Penalty: 3873.652344
	Iteration 123Q: 3 clusters Score -1.821253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142209 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -18212548.000000 Penalty: 3873.652344
	Iteration 124Q: 3 clusters Score -1.821255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -18212536.000000 Penalty: 3873.652344
	Iteration 125Q: 3 clusters Score -1.821254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212528.000000 Penalty: 3873.652344
	Iteration 126Q: 3 clusters Score -1.821253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212532.000000 Penalty: 3873.652344
	Iteration 127Q: 3 clusters Score -1.821253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212526.000000 Penalty: 3873.652344
	Iteration 128Q: 3 clusters Score -1.821253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -18212516.000000 Penalty: 3873.652344
	Iteration 129Q: 3 clusters Score -1.821252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212526.000000 Penalty: 3873.652344
	Iteration 130Q: 3 clusters Score -1.821253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -18212522.000000 Penalty: 3873.652344
	Iteration 131Q: 3 clusters Score -1.821252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -18212526.000000 Penalty: 3873.652344
	Iteration 132Q: 3 clusters Score -1.821253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -18212536.000000 Penalty: 3873.652344
	Iteration 133Q: 3 clusters Score -1.821254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212536.000000 Penalty: 3873.652344
	Iteration 134Q: 3 clusters Score -1.821254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -18212536.000000 Penalty: 3873.652344
	Iteration 135F: 3 clusters Score -1.821254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 142215 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
Score: -29435966.000000 Penalty: 36308.777344
Splitting cluster 8 changes total score from -29434756.000000 to -29435966.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -387118.937500 Penalty: 1306.990967
	Iteration 0F: 2 clusters Score -387118.9 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 1571 members 
Entering Unmasked Estep 
Score: -384324.156250 Penalty: 2613.981934
	Iteration 0F: 3 clusters Score -384324.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -384959.187500 Penalty: 2613.981934
	Iteration 1F: 3 clusters Score -384959.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -385080.812500 Penalty: 2613.981934
	Iteration 2F: 3 clusters Score -385080.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -385154.406250 Penalty: 2613.981934
	Iteration 3Q: 3 clusters Score -385154.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -385205.406250 Penalty: 2613.981934
	Iteration 4Q: 3 clusters Score -385205.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -385239.968750 Penalty: 2613.981934
	Iteration 5Q: 3 clusters Score -385240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -385267.125000 Penalty: 2613.981934
	Iteration 6Q: 3 clusters Score -385267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -385292.187500 Penalty: 2613.981934
	Iteration 7Q: 3 clusters Score -385292.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -385307.031250 Penalty: 2613.981934
	Iteration 8Q: 3 clusters Score -385307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -385322.656250 Penalty: 2613.981934
	Iteration 9Q: 3 clusters Score -385322.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -385342.625000 Penalty: 2613.981934
	Iteration 10Q: 3 clusters Score -385342.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -385361.062500 Penalty: 2613.981934
	Iteration 11Q: 3 clusters Score -385361.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -385375.437500 Penalty: 2613.981934
	Iteration 12Q: 3 clusters Score -385375.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -385388.218750 Penalty: 2613.981934
	Iteration 13Q: 3 clusters Score -385388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -385397.750000 Penalty: 2613.981934
	Iteration 14Q: 3 clusters Score -385397.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -385409.656250 Penalty: 2613.981934
	Iteration 15Q: 3 clusters Score -385409.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -385423.437500 Penalty: 2613.981934
	Iteration 16Q: 3 clusters Score -385423.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -385441.750000 Penalty: 2613.981934
	Iteration 17Q: 3 clusters Score -385441.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -385461.906250 Penalty: 2613.981934
	Iteration 18Q: 3 clusters Score -385461.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -385480.375000 Penalty: 2613.981934
	Iteration 19Q: 3 clusters Score -385480.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -385497.531250 Penalty: 2613.981934
	Iteration 20F: 3 clusters Score -385497.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -385514.406250 Penalty: 2613.981934
	Iteration 21Q: 3 clusters Score -385514.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -385530.468750 Penalty: 2613.981934
	Iteration 22Q: 3 clusters Score -385530.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -385549.687500 Penalty: 2613.981934
	Iteration 23Q: 3 clusters Score -385549.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -385566.187500 Penalty: 2613.981934
	Iteration 24Q: 3 clusters Score -385566.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -385584.875000 Penalty: 2613.981934
	Iteration 25Q: 3 clusters Score -385584.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -385604.218750 Penalty: 2613.981934
	Iteration 26Q: 3 clusters Score -385604.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -385613.343750 Penalty: 2613.981934
	Iteration 27Q: 3 clusters Score -385613.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -385624.062500 Penalty: 2613.981934
	Iteration 28Q: 3 clusters Score -385624.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -385635.718750 Penalty: 2613.981934
	Iteration 29Q: 3 clusters Score -385635.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -385647.156250 Penalty: 2613.981934
	Iteration 30Q: 3 clusters Score -385647.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -385658.812500 Penalty: 2613.981934
	Iteration 31Q: 3 clusters Score -385658.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -385668.906250 Penalty: 2613.981934
	Iteration 32Q: 3 clusters Score -385668.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -385679.000000 Penalty: 2613.981934
	Iteration 33Q: 3 clusters Score -385679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -385692.843750 Penalty: 2613.981934
	Iteration 34Q: 3 clusters Score -385692.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -385705.812500 Penalty: 2613.981934
	Iteration 35Q: 3 clusters Score -385705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -385726.156250 Penalty: 2613.981934
	Iteration 36Q: 3 clusters Score -385726.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -385747.687500 Penalty: 2613.981934
	Iteration 37Q: 3 clusters Score -385747.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -385767.250000 Penalty: 2613.981934
	Iteration 38Q: 3 clusters Score -385767.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -385790.406250 Penalty: 2613.981934
	Iteration 39Q: 3 clusters Score -385790.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -385819.093750 Penalty: 2613.981934
	Iteration 40F: 3 clusters Score -385819.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -385840.187500 Penalty: 2613.981934
	Iteration 41Q: 3 clusters Score -385840.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -385854.468750 Penalty: 2613.981934
	Iteration 42Q: 3 clusters Score -385854.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -385864.281250 Penalty: 2613.981934
	Iteration 43Q: 3 clusters Score -385864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -385869.500000 Penalty: 2613.981934
	Iteration 44Q: 3 clusters Score -385869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -385873.500000 Penalty: 2613.981934
	Iteration 45Q: 3 clusters Score -385873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -385883.125000 Penalty: 2613.981934
	Iteration 46Q: 3 clusters Score -385883.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -385893.437500 Penalty: 2613.981934
	Iteration 47Q: 3 clusters Score -385893.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -385904.968750 Penalty: 2613.981934
	Iteration 48Q: 3 clusters Score -385905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -385914.656250 Penalty: 2613.981934
	Iteration 49Q: 3 clusters Score -385914.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -385924.218750 Penalty: 2613.981934
	Iteration 50Q: 3 clusters Score -385924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -385932.031250 Penalty: 2613.981934
	Iteration 51Q: 3 clusters Score -385932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -385938.218750 Penalty: 2613.981934
	Iteration 52Q: 3 clusters Score -385938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -385942.093750 Penalty: 2613.981934
	Iteration 53Q: 3 clusters Score -385942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -385946.531250 Penalty: 2613.981934
	Iteration 54Q: 3 clusters Score -385946.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -385953.593750 Penalty: 2613.981934
	Iteration 55Q: 3 clusters Score -385953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -385957.750000 Penalty: 2613.981934
	Iteration 56Q: 3 clusters Score -385957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -385962.750000 Penalty: 2613.981934
	Iteration 57Q: 3 clusters Score -385962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -385964.406250 Penalty: 2613.981934
	Iteration 58Q: 3 clusters Score -385964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -385967.000000 Penalty: 2613.981934
	Iteration 59Q: 3 clusters Score -385967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -385969.718750 Penalty: 2613.981934
	Iteration 60F: 3 clusters Score -385969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -385974.062500 Penalty: 2613.981934
	Iteration 61Q: 3 clusters Score -385974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -385976.000000 Penalty: 2613.981934
	Iteration 62Q: 3 clusters Score -385976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -385978.906250 Penalty: 2613.981934
	Iteration 63Q: 3 clusters Score -385978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -385981.468750 Penalty: 2613.981934
	Iteration 64Q: 3 clusters Score -385981.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -385985.500000 Penalty: 2613.981934
	Iteration 65Q: 3 clusters Score -385985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -385985.500000 Penalty: 2613.981934
	Iteration 66F: 3 clusters Score -385985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -124961.601562 Penalty: 1135.166870
	Iteration 0F: 2 clusters Score -124961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123469.890625 Penalty: 2270.333740
	Iteration 0F: 3 clusters Score -123469.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123702.890625 Penalty: 2270.333740
	Iteration 1F: 3 clusters Score -123702.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123779.531250 Penalty: 2270.333740
	Iteration 2F: 3 clusters Score -123779.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123825.710938 Penalty: 2270.333740
	Iteration 3Q: 3 clusters Score -123825.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123839.492188 Penalty: 2270.333740
	Iteration 4Q: 3 clusters Score -123839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -123846.359375 Penalty: 2270.333740
	Iteration 5Q: 3 clusters Score -123846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123852.414062 Penalty: 2270.333740
	Iteration 6Q: 3 clusters Score -123852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123854.609375 Penalty: 2270.333740
	Iteration 7Q: 3 clusters Score -123854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123856.742188 Penalty: 2270.333740
	Iteration 8Q: 3 clusters Score -123856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123857.781250 Penalty: 2270.333740
	Iteration 9Q: 3 clusters Score -123857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123858.835938 Penalty: 2270.333740
	Iteration 10Q: 3 clusters Score -123858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123859.273438 Penalty: 2270.333740
	Iteration 11Q: 3 clusters Score -123859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123860.437500 Penalty: 2270.333740
	Iteration 12Q: 3 clusters Score -123860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123862.015625 Penalty: 2270.333740
	Iteration 13Q: 3 clusters Score -123862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123863.273438 Penalty: 2270.333740
	Iteration 14Q: 3 clusters Score -123863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123863.914062 Penalty: 2270.333740
	Iteration 15Q: 3 clusters Score -123863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123864.960938 Penalty: 2270.333740
	Iteration 16Q: 3 clusters Score -123865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123865.210938 Penalty: 2270.333740
	Iteration 17Q: 3 clusters Score -123865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123865.796875 Penalty: 2270.333740
	Iteration 18Q: 3 clusters Score -123865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123865.796875 Penalty: 2270.333740
	Iteration 19F: 3 clusters Score -123865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -206876.796875 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -206876.8 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 917 members 
Entering Unmasked Estep 
Score: -204961.921875 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -204961.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -205453.546875 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -205453.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -205580.109375 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -205580.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205672.312500 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -205672.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -205726.453125 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -205726.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205781.250000 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -205781.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -205823.734375 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -205823.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -205872.328125 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -205872.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -205913.796875 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -205913.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -205949.812500 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -205949.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -205995.562500 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -205995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -206038.500000 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -206038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -206081.765625 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -206081.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -206119.859375 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -206119.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -206149.656250 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -206149.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -206182.203125 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -206182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206198.250000 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -206198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206205.859375 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -206205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -206215.062500 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -206215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -206221.468750 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -206221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -206227.234375 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -206227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -206228.515625 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -206228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -206231.031250 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -206231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -206231.265625 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -206231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -206231.265625 Penalty: 2445.131348
	Iteration 24F: 3 clusters Score -206231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Entering Unmasked Estep 
Score: -1308399.875000 Penalty: 1509.592285
	Iteration 0F: 2 clusters Score -1308400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1300709.125000 Penalty: 3019.184570
	Iteration 0F: 3 clusters Score -1300709 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1303425.500000 Penalty: 3019.184570
	Iteration 1F: 3 clusters Score -1303426 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1303830.750000 Penalty: 3019.184570
	Iteration 2F: 3 clusters Score -1303831 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1304241.000000 Penalty: 3019.184570
	Iteration 3F: 3 clusters Score -1304241 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1304644.875000 Penalty: 3019.184570
	Iteration 4F: 3 clusters Score -1304645 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1304988.500000 Penalty: 3019.184570
	Iteration 5F: 3 clusters Score -1304988 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1305350.250000 Penalty: 3019.184570
	Iteration 6Q: 3 clusters Score -1305350 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1305715.125000 Penalty: 3019.184570
	Iteration 7Q: 3 clusters Score -1305715 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1306060.500000 Penalty: 3019.184570
	Iteration 8Q: 3 clusters Score -1306060 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1306342.125000 Penalty: 3019.184570
	Iteration 9Q: 3 clusters Score -1306342 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1306578.500000 Penalty: 3019.184570
	Iteration 10Q: 3 clusters Score -1306578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1306776.875000 Penalty: 3019.184570
	Iteration 11Q: 3 clusters Score -1306777 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1306902.750000 Penalty: 3019.184570
	Iteration 12Q: 3 clusters Score -1306903 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1307024.000000 Penalty: 3019.184570
	Iteration 13Q: 3 clusters Score -1307024 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1307110.000000 Penalty: 3019.184570
	Iteration 14Q: 3 clusters Score -1307110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1307169.375000 Penalty: 3019.184570
	Iteration 15Q: 3 clusters Score -1307169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1307202.625000 Penalty: 3019.184570
	Iteration 16Q: 3 clusters Score -1307203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1307227.875000 Penalty: 3019.184570
	Iteration 17Q: 3 clusters Score -1307228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1307250.000000 Penalty: 3019.184570
	Iteration 18Q: 3 clusters Score -1307250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1307263.875000 Penalty: 3019.184570
	Iteration 19Q: 3 clusters Score -1307264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1307281.000000 Penalty: 3019.184570
	Iteration 20F: 3 clusters Score -1307281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1307290.250000 Penalty: 3019.184570
	Iteration 21Q: 3 clusters Score -1307290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1307301.250000 Penalty: 3019.184570
	Iteration 22Q: 3 clusters Score -1307301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1307308.875000 Penalty: 3019.184570
	Iteration 23Q: 3 clusters Score -1307309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1307312.625000 Penalty: 3019.184570
	Iteration 24Q: 3 clusters Score -1307313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1307322.000000 Penalty: 3019.184570
	Iteration 25Q: 3 clusters Score -1307322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1307324.000000 Penalty: 3019.184570
	Iteration 26Q: 3 clusters Score -1307324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1307330.875000 Penalty: 3019.184570
	Iteration 27Q: 3 clusters Score -1307331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1307338.375000 Penalty: 3019.184570
	Iteration 28Q: 3 clusters Score -1307338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1307342.250000 Penalty: 3019.184570
	Iteration 29Q: 3 clusters Score -1307342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1307341.875000 Penalty: 3019.184570
	Iteration 30Q: 3 clusters Score -1307342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1307348.000000 Penalty: 3019.184570
	Iteration 31Q: 3 clusters Score -1307348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1307355.875000 Penalty: 3019.184570
	Iteration 32Q: 3 clusters Score -1307356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1307361.500000 Penalty: 3019.184570
	Iteration 33Q: 3 clusters Score -1307362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1307373.000000 Penalty: 3019.184570
	Iteration 34Q: 3 clusters Score -1307373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1307386.875000 Penalty: 3019.184570
	Iteration 35Q: 3 clusters Score -1307387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1307395.000000 Penalty: 3019.184570
	Iteration 36Q: 3 clusters Score -1307395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1307413.375000 Penalty: 3019.184570
	Iteration 37Q: 3 clusters Score -1307413 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1307436.750000 Penalty: 3019.184570
	Iteration 38Q: 3 clusters Score -1307437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1307466.000000 Penalty: 3019.184570
	Iteration 39Q: 3 clusters Score -1307466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1307485.125000 Penalty: 3019.184570
	Iteration 40F: 3 clusters Score -1307485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1307508.375000 Penalty: 3019.184570
	Iteration 41Q: 3 clusters Score -1307508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1307529.250000 Penalty: 3019.184570
	Iteration 42Q: 3 clusters Score -1307529 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1307548.875000 Penalty: 3019.184570
	Iteration 43Q: 3 clusters Score -1307549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1307564.250000 Penalty: 3019.184570
	Iteration 44Q: 3 clusters Score -1307564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1307590.875000 Penalty: 3019.184570
	Iteration 45Q: 3 clusters Score -1307591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1307603.500000 Penalty: 3019.184570
	Iteration 46Q: 3 clusters Score -1307604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1307616.625000 Penalty: 3019.184570
	Iteration 47Q: 3 clusters Score -1307617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1307621.875000 Penalty: 3019.184570
	Iteration 48Q: 3 clusters Score -1307622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1307636.500000 Penalty: 3019.184570
	Iteration 49Q: 3 clusters Score -1307636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1307646.625000 Penalty: 3019.184570
	Iteration 50Q: 3 clusters Score -1307647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1307657.000000 Penalty: 3019.184570
	Iteration 51Q: 3 clusters Score -1307657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1307668.875000 Penalty: 3019.184570
	Iteration 52Q: 3 clusters Score -1307669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1307679.125000 Penalty: 3019.184570
	Iteration 53Q: 3 clusters Score -1307679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1307690.375000 Penalty: 3019.184570
	Iteration 54Q: 3 clusters Score -1307690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1307710.250000 Penalty: 3019.184570
	Iteration 55Q: 3 clusters Score -1307710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1307722.750000 Penalty: 3019.184570
	Iteration 56Q: 3 clusters Score -1307723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1307737.250000 Penalty: 3019.184570
	Iteration 57Q: 3 clusters Score -1307737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1307749.250000 Penalty: 3019.184570
	Iteration 58Q: 3 clusters Score -1307749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1307761.500000 Penalty: 3019.184570
	Iteration 59Q: 3 clusters Score -1307762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1307771.750000 Penalty: 3019.184570
	Iteration 60F: 3 clusters Score -1307772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1307782.000000 Penalty: 3019.184570
	Iteration 61Q: 3 clusters Score -1307782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1307787.250000 Penalty: 3019.184570
	Iteration 62Q: 3 clusters Score -1307787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1307797.250000 Penalty: 3019.184570
	Iteration 63Q: 3 clusters Score -1307797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1307806.250000 Penalty: 3019.184570
	Iteration 64Q: 3 clusters Score -1307806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1307814.000000 Penalty: 3019.184570
	Iteration 65Q: 3 clusters Score -1307814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1307820.500000 Penalty: 3019.184570
	Iteration 66Q: 3 clusters Score -1307820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1307824.625000 Penalty: 3019.184570
	Iteration 67Q: 3 clusters Score -1307825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1307831.875000 Penalty: 3019.184570
	Iteration 68Q: 3 clusters Score -1307832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1307836.500000 Penalty: 3019.184570
	Iteration 69Q: 3 clusters Score -1307836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1307835.875000 Penalty: 3019.184570
	Iteration 70Q: 3 clusters Score -1307836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1307838.250000 Penalty: 3019.184570
	Iteration 71Q: 3 clusters Score -1307838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1307843.250000 Penalty: 3019.184570
	Iteration 72Q: 3 clusters Score -1307843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1307840.750000 Penalty: 3019.184570
	Iteration 73Q: 3 clusters Score -1307841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1307841.750000 Penalty: 3019.184570
	Iteration 74Q: 3 clusters Score -1307842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1307846.750000 Penalty: 3019.184570
	Iteration 75Q: 3 clusters Score -1307847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1307849.500000 Penalty: 3019.184570
	Iteration 76Q: 3 clusters Score -1307850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1307849.000000 Penalty: 3019.184570
	Iteration 77Q: 3 clusters Score -1307849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1307851.625000 Penalty: 3019.184570
	Iteration 78Q: 3 clusters Score -1307852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1307850.750000 Penalty: 3019.184570
	Iteration 79Q: 3 clusters Score -1307851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1307851.125000 Penalty: 3019.184570
	Iteration 80F: 3 clusters Score -1307851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1307856.000000 Penalty: 3019.184570
	Iteration 81Q: 3 clusters Score -1307856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1307855.250000 Penalty: 3019.184570
	Iteration 82Q: 3 clusters Score -1307855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1307857.625000 Penalty: 3019.184570
	Iteration 83Q: 3 clusters Score -1307858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1307859.750000 Penalty: 3019.184570
	Iteration 84Q: 3 clusters Score -1307860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1307858.500000 Penalty: 3019.184570
	Iteration 85Q: 3 clusters Score -1307858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1307860.625000 Penalty: 3019.184570
	Iteration 86Q: 3 clusters Score -1307861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1307861.000000 Penalty: 3019.184570
	Iteration 87Q: 3 clusters Score -1307861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1307860.625000 Penalty: 3019.184570
	Iteration 88Q: 3 clusters Score -1307861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1307861.625000 Penalty: 3019.184570
	Iteration 89Q: 3 clusters Score -1307862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1307862.125000 Penalty: 3019.184570
	Iteration 90Q: 3 clusters Score -1307862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1307860.125000 Penalty: 3019.184570
	Iteration 91Q: 3 clusters Score -1307860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1307860.750000 Penalty: 3019.184570
	Iteration 92Q: 3 clusters Score -1307861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1307861.000000 Penalty: 3019.184570
	Iteration 93Q: 3 clusters Score -1307861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1307861.000000 Penalty: 3019.184570
	Iteration 94F: 3 clusters Score -1307861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -279580.812500 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -279580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -277297.375000 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -277297.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277814.125000 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -277814.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277911.468750 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -277911.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -277967.125000 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -277967.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -278002.437500 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -278002.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -278023.343750 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -278023.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278038.843750 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -278038.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -278048.937500 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -278048.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -278057.343750 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -278057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -278063.625000 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -278063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -278069.000000 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -278069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278074.343750 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -278074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -278077.437500 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -278077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -278079.781250 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -278079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -278081.562500 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -278081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -278083.312500 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -278083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -278084.281250 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -278084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -278086.062500 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -278086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278085.906250 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -278085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278086.531250 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -278086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278087.250000 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -278087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -278087.625000 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -278087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278087.593750 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -278087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278088.000000 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -278088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -278088.000000 Penalty: 2515.716064
	Iteration 24F: 3 clusters Score -278088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -839700.375000 Penalty: 1434.535034
	Iteration 0F: 2 clusters Score -839700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -834543.625000 Penalty: 2869.070068
	Iteration 0F: 3 clusters Score -834543.6 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -836048.687500 Penalty: 2869.070068
	Iteration 1F: 3 clusters Score -836048.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -836242.875000 Penalty: 2869.070068
	Iteration 2F: 3 clusters Score -836242.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -836390.000000 Penalty: 2869.070068
	Iteration 3Q: 3 clusters Score -836390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -836520.000000 Penalty: 2869.070068
	Iteration 4Q: 3 clusters Score -836520 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -836631.000000 Penalty: 2869.070068
	Iteration 5Q: 3 clusters Score -836631 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -836738.875000 Penalty: 2869.070068
	Iteration 6Q: 3 clusters Score -836738.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -836861.312500 Penalty: 2869.070068
	Iteration 7Q: 3 clusters Score -836861.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -836977.500000 Penalty: 2869.070068
	Iteration 8Q: 3 clusters Score -836977.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -837116.250000 Penalty: 2869.070068
	Iteration 9Q: 3 clusters Score -837116.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -837279.687500 Penalty: 2869.070068
	Iteration 10Q: 3 clusters Score -837279.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -837473.687500 Penalty: 2869.070068
	Iteration 11Q: 3 clusters Score -837473.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -837695.375000 Penalty: 2869.070068
	Iteration 12Q: 3 clusters Score -837695.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -837919.000000 Penalty: 2869.070068
	Iteration 13Q: 3 clusters Score -837919 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -838096.562500 Penalty: 2869.070068
	Iteration 14Q: 3 clusters Score -838096.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -838234.437500 Penalty: 2869.070068
	Iteration 15Q: 3 clusters Score -838234.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -838330.937500 Penalty: 2869.070068
	Iteration 16Q: 3 clusters Score -838330.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -838387.750000 Penalty: 2869.070068
	Iteration 17Q: 3 clusters Score -838387.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -838423.437500 Penalty: 2869.070068
	Iteration 18Q: 3 clusters Score -838423.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -838442.437500 Penalty: 2869.070068
	Iteration 19Q: 3 clusters Score -838442.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -838457.437500 Penalty: 2869.070068
	Iteration 20F: 3 clusters Score -838457.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -838472.187500 Penalty: 2869.070068
	Iteration 21Q: 3 clusters Score -838472.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -838482.500000 Penalty: 2869.070068
	Iteration 22Q: 3 clusters Score -838482.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -838491.062500 Penalty: 2869.070068
	Iteration 23Q: 3 clusters Score -838491.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -838497.312500 Penalty: 2869.070068
	Iteration 24Q: 3 clusters Score -838497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -838501.812500 Penalty: 2869.070068
	Iteration 25Q: 3 clusters Score -838501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -838504.687500 Penalty: 2869.070068
	Iteration 26Q: 3 clusters Score -838504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -838507.500000 Penalty: 2869.070068
	Iteration 27Q: 3 clusters Score -838507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -838510.437500 Penalty: 2869.070068
	Iteration 28Q: 3 clusters Score -838510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -838511.250000 Penalty: 2869.070068
	Iteration 29Q: 3 clusters Score -838511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -838509.562500 Penalty: 2869.070068
	Iteration 30Q: 3 clusters Score -838509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -838512.125000 Penalty: 2869.070068
	Iteration 31Q: 3 clusters Score -838512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -838512.312500 Penalty: 2869.070068
	Iteration 32Q: 3 clusters Score -838512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -838513.125000 Penalty: 2869.070068
	Iteration 33Q: 3 clusters Score -838513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -838513.875000 Penalty: 2869.070068
	Iteration 34Q: 3 clusters Score -838513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -838516.750000 Penalty: 2869.070068
	Iteration 35Q: 3 clusters Score -838516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -838515.625000 Penalty: 2869.070068
	Iteration 36Q: 3 clusters Score -838515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -838516.125000 Penalty: 2869.070068
	Iteration 37Q: 3 clusters Score -838516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -838517.875000 Penalty: 2869.070068
	Iteration 38Q: 3 clusters Score -838517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -838518.750000 Penalty: 2869.070068
	Iteration 39Q: 3 clusters Score -838518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -838519.687500 Penalty: 2869.070068
	Iteration 40F: 3 clusters Score -838519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -838522.437500 Penalty: 2869.070068
	Iteration 41Q: 3 clusters Score -838522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -838522.812500 Penalty: 2869.070068
	Iteration 42Q: 3 clusters Score -838522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -838524.187500 Penalty: 2869.070068
	Iteration 43Q: 3 clusters Score -838524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -838523.937500 Penalty: 2869.070068
	Iteration 44Q: 3 clusters Score -838523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -838523.937500 Penalty: 2869.070068
	Iteration 45F: 3 clusters Score -838523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -1063608.125000 Penalty: 1474.739868
	Iteration 0F: 2 clusters Score -1063608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1057209.625000 Penalty: 2949.479736
	Iteration 0F: 3 clusters Score -1057210 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1059287.875000 Penalty: 2949.479736
	Iteration 1F: 3 clusters Score -1059288 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1059519.500000 Penalty: 2949.479736
	Iteration 2F: 3 clusters Score -1059520 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1059700.375000 Penalty: 2949.479736
	Iteration 3Q: 3 clusters Score -1059700 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1059904.125000 Penalty: 2949.479736
	Iteration 4Q: 3 clusters Score -1059904 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1060138.000000 Penalty: 2949.479736
	Iteration 5Q: 3 clusters Score -1060138 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1060356.750000 Penalty: 2949.479736
	Iteration 6Q: 3 clusters Score -1060357 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1060595.000000 Penalty: 2949.479736
	Iteration 7Q: 3 clusters Score -1060595 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1060817.375000 Penalty: 2949.479736
	Iteration 8Q: 3 clusters Score -1060817 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1061027.000000 Penalty: 2949.479736
	Iteration 9Q: 3 clusters Score -1061027 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1061252.500000 Penalty: 2949.479736
	Iteration 10Q: 3 clusters Score -1061252 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1061447.500000 Penalty: 2949.479736
	Iteration 11Q: 3 clusters Score -1061448 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1061602.500000 Penalty: 2949.479736
	Iteration 12Q: 3 clusters Score -1061602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1061750.000000 Penalty: 2949.479736
	Iteration 13Q: 3 clusters Score -1061750 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1061906.500000 Penalty: 2949.479736
	Iteration 14Q: 3 clusters Score -1061906 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1062035.375000 Penalty: 2949.479736
	Iteration 15Q: 3 clusters Score -1062035 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1062151.250000 Penalty: 2949.479736
	Iteration 16Q: 3 clusters Score -1062151 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1062248.750000 Penalty: 2949.479736
	Iteration 17Q: 3 clusters Score -1062249 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1062321.625000 Penalty: 2949.479736
	Iteration 18Q: 3 clusters Score -1062322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1062374.125000 Penalty: 2949.479736
	Iteration 19Q: 3 clusters Score -1062374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1062404.000000 Penalty: 2949.479736
	Iteration 20F: 3 clusters Score -1062404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1062424.375000 Penalty: 2949.479736
	Iteration 21Q: 3 clusters Score -1062424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1062436.375000 Penalty: 2949.479736
	Iteration 22Q: 3 clusters Score -1062436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1062449.250000 Penalty: 2949.479736
	Iteration 23Q: 3 clusters Score -1062449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1062457.625000 Penalty: 2949.479736
	Iteration 24Q: 3 clusters Score -1062458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1062464.875000 Penalty: 2949.479736
	Iteration 25Q: 3 clusters Score -1062465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1062469.875000 Penalty: 2949.479736
	Iteration 26Q: 3 clusters Score -1062470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1062470.750000 Penalty: 2949.479736
	Iteration 27Q: 3 clusters Score -1062471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1062472.625000 Penalty: 2949.479736
	Iteration 28Q: 3 clusters Score -1062473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1062474.125000 Penalty: 2949.479736
	Iteration 29Q: 3 clusters Score -1062474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1062476.625000 Penalty: 2949.479736
	Iteration 30Q: 3 clusters Score -1062477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1062476.750000 Penalty: 2949.479736
	Iteration 31Q: 3 clusters Score -1062477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1062478.125000 Penalty: 2949.479736
	Iteration 32Q: 3 clusters Score -1062478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1062481.500000 Penalty: 2949.479736
	Iteration 33Q: 3 clusters Score -1062482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1062484.125000 Penalty: 2949.479736
	Iteration 34Q: 3 clusters Score -1062484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1062484.625000 Penalty: 2949.479736
	Iteration 35Q: 3 clusters Score -1062485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1062484.625000 Penalty: 2949.479736
	Iteration 36Q: 3 clusters Score -1062485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1062484.625000 Penalty: 2949.479736
	Iteration 37F: 3 clusters Score -1062485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -549423.000000 Penalty: 1364.154907
	Iteration 0F: 2 clusters Score -549423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -545837.500000 Penalty: 2728.309814
	Iteration 0F: 3 clusters Score -545837.5 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -546731.250000 Penalty: 2728.309814
	Iteration 1F: 3 clusters Score -546731.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -546886.875000 Penalty: 2728.309814
	Iteration 2F: 3 clusters Score -546886.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -546975.187500 Penalty: 2728.309814
	Iteration 3Q: 3 clusters Score -546975.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -547040.250000 Penalty: 2728.309814
	Iteration 4Q: 3 clusters Score -547040.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -547086.812500 Penalty: 2728.309814
	Iteration 5Q: 3 clusters Score -547086.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -547131.187500 Penalty: 2728.309814
	Iteration 6Q: 3 clusters Score -547131.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -547181.187500 Penalty: 2728.309814
	Iteration 7Q: 3 clusters Score -547181.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -547222.687500 Penalty: 2728.309814
	Iteration 8Q: 3 clusters Score -547222.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -547263.437500 Penalty: 2728.309814
	Iteration 9Q: 3 clusters Score -547263.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -547308.625000 Penalty: 2728.309814
	Iteration 10Q: 3 clusters Score -547308.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -547348.375000 Penalty: 2728.309814
	Iteration 11Q: 3 clusters Score -547348.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -547390.062500 Penalty: 2728.309814
	Iteration 12Q: 3 clusters Score -547390.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -547427.062500 Penalty: 2728.309814
	Iteration 13Q: 3 clusters Score -547427.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547462.187500 Penalty: 2728.309814
	Iteration 14Q: 3 clusters Score -547462.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -547503.062500 Penalty: 2728.309814
	Iteration 15Q: 3 clusters Score -547503.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -547549.250000 Penalty: 2728.309814
	Iteration 16Q: 3 clusters Score -547549.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -547595.875000 Penalty: 2728.309814
	Iteration 17Q: 3 clusters Score -547595.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -547636.187500 Penalty: 2728.309814
	Iteration 18Q: 3 clusters Score -547636.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -547672.312500 Penalty: 2728.309814
	Iteration 19Q: 3 clusters Score -547672.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -547711.125000 Penalty: 2728.309814
	Iteration 20F: 3 clusters Score -547711.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -547752.250000 Penalty: 2728.309814
	Iteration 21Q: 3 clusters Score -547752.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -547793.312500 Penalty: 2728.309814
	Iteration 22Q: 3 clusters Score -547793.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -547841.062500 Penalty: 2728.309814
	Iteration 23Q: 3 clusters Score -547841.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -547878.375000 Penalty: 2728.309814
	Iteration 24Q: 3 clusters Score -547878.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -547922.875000 Penalty: 2728.309814
	Iteration 25Q: 3 clusters Score -547922.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -547970.000000 Penalty: 2728.309814
	Iteration 26Q: 3 clusters Score -547970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -548004.312500 Penalty: 2728.309814
	Iteration 27Q: 3 clusters Score -548004.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -548025.625000 Penalty: 2728.309814
	Iteration 28Q: 3 clusters Score -548025.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -548047.187500 Penalty: 2728.309814
	Iteration 29Q: 3 clusters Score -548047.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -548076.437500 Penalty: 2728.309814
	Iteration 30Q: 3 clusters Score -548076.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -548106.937500 Penalty: 2728.309814
	Iteration 31Q: 3 clusters Score -548106.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -548136.562500 Penalty: 2728.309814
	Iteration 32Q: 3 clusters Score -548136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -548156.687500 Penalty: 2728.309814
	Iteration 33Q: 3 clusters Score -548156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -548169.625000 Penalty: 2728.309814
	Iteration 34Q: 3 clusters Score -548169.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -548181.812500 Penalty: 2728.309814
	Iteration 35Q: 3 clusters Score -548181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -548192.875000 Penalty: 2728.309814
	Iteration 36Q: 3 clusters Score -548192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -548197.875000 Penalty: 2728.309814
	Iteration 37Q: 3 clusters Score -548197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -548199.687500 Penalty: 2728.309814
	Iteration 38Q: 3 clusters Score -548199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -548200.937500 Penalty: 2728.309814
	Iteration 39Q: 3 clusters Score -548200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -548203.312500 Penalty: 2728.309814
	Iteration 40F: 3 clusters Score -548203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -548203.312500 Penalty: 2728.309814
	Iteration 41Q: 3 clusters Score -548203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -548203.312500 Penalty: 2728.309814
	Iteration 42F: 3 clusters Score -548203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16533.798828 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16584.638672 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16584.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16593.980469 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16593.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16593.980469 Penalty: 1539.264526
	Iteration 3F: 3 clusters Score -16593.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14892 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 142215 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436644.000000 Penalty: 36308.777344
Iteration 199Q: 19 clusters Score -2.943664e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14748 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 12739 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141943 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 14 contains 10771 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437134.000000 Penalty: 36308.777344
Iteration 200F: 19 clusters Score -2.943713e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 23591 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 12676 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141831 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 14 contains 10724 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437376.000000 Penalty: 36308.777344
Iteration 201Q: 19 clusters Score -2.943738e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 23540 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141762 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 14 contains 10685 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 17 contains 6795 members 
Mstep: Class 18 contains 8669 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437540.000000 Penalty: 36308.777344
Iteration 202Q: 19 clusters Score -2.943754e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14518 members 
Mstep: Class 3 contains 23511 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 12621 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141704 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 9541 members 
Mstep: Class 14 contains 10645 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 8682 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437606.000000 Penalty: 36308.777344
Iteration 203Q: 19 clusters Score -2.943761e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14468 members 
Mstep: Class 3 contains 23477 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 12588 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141659 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 14 contains 10626 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437654.000000 Penalty: 36308.777344
Iteration 204Q: 19 clusters Score -2.943765e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14446 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141586 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 9876 members 
Mstep: Class 14 contains 10599 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 8691 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437662.000000 Penalty: 36308.777344
Iteration 205Q: 19 clusters Score -2.943766e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14427 members 
Mstep: Class 3 contains 23444 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12542 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141529 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 10008 members 
Mstep: Class 14 contains 10582 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437636.000000 Penalty: 36308.777344
Iteration 206Q: 19 clusters Score -2.943764e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14413 members 
Mstep: Class 3 contains 23433 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12533 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141431 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 14 contains 10579 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 8685 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437622.000000 Penalty: 36308.777344
Iteration 207Q: 19 clusters Score -2.943762e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 23433 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12526 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141345 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 10254 members 
Mstep: Class 14 contains 10573 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437698.000000 Penalty: 36308.777344
Iteration 208Q: 19 clusters Score -2.94377e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 3 contains 23423 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 12517 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141258 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 10369 members 
Mstep: Class 14 contains 10573 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 8687 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437642.000000 Penalty: 36308.777344
Iteration 209Q: 19 clusters Score -2.943764e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14373 members 
Mstep: Class 3 contains 23414 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12508 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141200 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10465 members 
Mstep: Class 14 contains 10570 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 18 contains 8674 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437598.000000 Penalty: 36308.777344
Iteration 210Q: 19 clusters Score -2.94376e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14367 members 
Mstep: Class 3 contains 23407 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12502 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141142 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 19 contains 4488 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437608.000000 Penalty: 36308.777344
Iteration 211Q: 19 clusters Score -2.943761e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14360 members 
Mstep: Class 3 contains 23408 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141095 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10576 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 4499 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437678.000000 Penalty: 36308.777344
Iteration 212Q: 19 clusters Score -2.943768e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12497 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141063 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10615 members 
Mstep: Class 14 contains 10564 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437628.000000 Penalty: 36308.777344
Iteration 213Q: 19 clusters Score -2.943763e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 23402 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12496 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141034 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10635 members 
Mstep: Class 14 contains 10567 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 8680 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437708.000000 Penalty: 36308.777344
Iteration 214Q: 19 clusters Score -2.943771e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 23404 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12497 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141009 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 8681 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437746.000000 Penalty: 36308.777344
Iteration 215Q: 19 clusters Score -2.943775e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 23405 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12501 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140988 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 8682 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437752.000000 Penalty: 36308.777344
Iteration 216Q: 19 clusters Score -2.943775e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 23413 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 12501 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140995 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 10641 members 
Mstep: Class 14 contains 10562 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 8682 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437964.000000 Penalty: 36308.777344
Iteration 217Q: 19 clusters Score -2.943796e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 23419 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 12498 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141031 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 14 contains 10566 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438096.000000 Penalty: 36308.777344
Iteration 218Q: 19 clusters Score -2.94381e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 23429 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 12492 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141074 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 14 contains 10570 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 8693 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438230.000000 Penalty: 36308.777344
Iteration 219Q: 19 clusters Score -2.943823e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 23444 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 12486 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141099 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 10521 members 
Mstep: Class 14 contains 10569 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 8694 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438328.000000 Penalty: 36308.777344
Iteration 220F: 19 clusters Score -2.943833e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14269 members 
Mstep: Class 3 contains 23445 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141071 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 10571 members 
Mstep: Class 14 contains 10566 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 8694 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438480.000000 Penalty: 36308.777344
Iteration 221Q: 19 clusters Score -2.943848e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 12468 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 141009 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1838 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 14 contains 10565 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8700 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438578.000000 Penalty: 36308.777344
Iteration 222Q: 19 clusters Score -2.943858e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 23440 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 12466 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140911 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1837 members 
Mstep: Class 12 contains 10757 members 
Mstep: Class 14 contains 10563 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8709 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438612.000000 Penalty: 36308.777344
Iteration 223Q: 19 clusters Score -2.943861e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 23433 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 12462 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140814 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438652.000000 Penalty: 36308.777344
Iteration 224Q: 19 clusters Score -2.943865e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 23432 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 12460 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140693 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 14 contains 10549 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8725 members 
Mstep: Class 19 contains 4596 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438738.000000 Penalty: 36308.777344
Iteration 225Q: 19 clusters Score -2.943874e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 5 contains 12451 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140608 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438766.000000 Penalty: 36308.777344
Iteration 226Q: 19 clusters Score -2.943877e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140535 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11214 members 
Mstep: Class 14 contains 10542 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 8736 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438798.000000 Penalty: 36308.777344
Iteration 227Q: 19 clusters Score -2.94388e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 23427 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 12440 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140470 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11297 members 
Mstep: Class 14 contains 10536 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438842.000000 Penalty: 36308.777344
Iteration 228Q: 19 clusters Score -2.943884e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14165 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140406 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 8737 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438888.000000 Penalty: 36308.777344
Iteration 229Q: 19 clusters Score -2.943889e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14158 members 
Mstep: Class 3 contains 23428 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 12433 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140313 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11475 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8738 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438922.000000 Penalty: 36308.777344
Iteration 230Q: 19 clusters Score -2.943892e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14150 members 
Mstep: Class 3 contains 23431 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140219 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438940.000000 Penalty: 36308.777344
Iteration 231Q: 19 clusters Score -2.943894e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 23428 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 12414 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140147 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 14 contains 10533 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 8745 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438946.000000 Penalty: 36308.777344
Iteration 232Q: 19 clusters Score -2.943895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 23420 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140069 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 4619 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438998.000000 Penalty: 36308.777344
Iteration 233Q: 19 clusters Score -2.9439e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14129 members 
Mstep: Class 3 contains 23418 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 12399 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 140002 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 11858 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438954.000000 Penalty: 36308.777344
Iteration 234Q: 19 clusters Score -2.943895e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 23415 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 12396 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139925 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 4617 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439000.000000 Penalty: 36308.777344
Iteration 235Q: 19 clusters Score -2.9439e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14114 members 
Mstep: Class 3 contains 23414 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 12393 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139862 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12014 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8761 members 
Mstep: Class 19 contains 4617 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438992.000000 Penalty: 36308.777344
Iteration 236Q: 19 clusters Score -2.943899e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14108 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 12391 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139815 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12077 members 
Mstep: Class 14 contains 10525 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8756 members 
Mstep: Class 19 contains 4619 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439030.000000 Penalty: 36308.777344
Iteration 237Q: 19 clusters Score -2.943903e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 23408 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 12390 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139773 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8751 members 
Mstep: Class 19 contains 4623 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439030.000000 Penalty: 36308.777344
Iteration 238Q: 19 clusters Score -2.943903e+07 nChanged 69
Entering ConstructFrom: 
Score: -29439030.000000 Penalty: 36308.777344
Entering ConstructFrom: 
Trying to split cluster 1 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -226907.703125 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -226907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224791.984375 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -224792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -225220.578125 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -225220.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -225321.656250 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -225321.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -225380.750000 Penalty: 2464.389893
	Iteration 3Q: 3 clusters Score -225380.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -225414.328125 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -225414.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -225440.296875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -225440.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -225463.343750 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -225463.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -225485.265625 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -225485.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -225500.281250 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -225500.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -225509.062500 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -225509.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225519.859375 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -225519.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -225529.171875 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -225529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -225538.062500 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -225538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225542.625000 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -225542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -225545.140625 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -225545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -225550.921875 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -225550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -225555.281250 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -225555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -225558.609375 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -225558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -225562.015625 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -225562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -225563.343750 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -225563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -225563.984375 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -225564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -225564.453125 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -225564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -225564.968750 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -225565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -225565.203125 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -225565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -225566.500000 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -225566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -225568.937500 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -225568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -225572.218750 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -225572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -225574.359375 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -225574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -225575.765625 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -225575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -225577.578125 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -225577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -225581.171875 Penalty: 2464.389893
	Iteration 30Q: 3 clusters Score -225581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -225584.046875 Penalty: 2464.389893
	Iteration 31Q: 3 clusters Score -225584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -225587.796875 Penalty: 2464.389893
	Iteration 32Q: 3 clusters Score -225587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -225590.359375 Penalty: 2464.389893
	Iteration 33Q: 3 clusters Score -225590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -225592.718750 Penalty: 2464.389893
	Iteration 34Q: 3 clusters Score -225592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -225595.109375 Penalty: 2464.389893
	Iteration 35Q: 3 clusters Score -225595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -225596.703125 Penalty: 2464.389893
	Iteration 36Q: 3 clusters Score -225596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -225598.515625 Penalty: 2464.389893
	Iteration 37Q: 3 clusters Score -225598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -225601.234375 Penalty: 2464.389893
	Iteration 38Q: 3 clusters Score -225601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -225602.359375 Penalty: 2464.389893
	Iteration 39Q: 3 clusters Score -225602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -225602.562500 Penalty: 2464.389893
	Iteration 40F: 3 clusters Score -225602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225603.812500 Penalty: 2464.389893
	Iteration 41Q: 3 clusters Score -225603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -225604.265625 Penalty: 2464.389893
	Iteration 42Q: 3 clusters Score -225604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -225604.265625 Penalty: 2464.389893
	Iteration 43F: 3 clusters Score -225604.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Entering Unmasked Estep 
Score: -1646092.000000 Penalty: 1552.513672
	Iteration 0F: 2 clusters Score -1646092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1636325.750000 Penalty: 3105.027344
	Iteration 0F: 3 clusters Score -1636326 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1639566.500000 Penalty: 3105.027344
	Iteration 1F: 3 clusters Score -1639566 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1639783.625000 Penalty: 3105.027344
	Iteration 2Q: 3 clusters Score -1639784 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1639955.625000 Penalty: 3105.027344
	Iteration 3Q: 3 clusters Score -1639956 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1640104.375000 Penalty: 3105.027344
	Iteration 4Q: 3 clusters Score -1640104 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1640241.625000 Penalty: 3105.027344
	Iteration 5Q: 3 clusters Score -1640242 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1640361.000000 Penalty: 3105.027344
	Iteration 6Q: 3 clusters Score -1640361 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1640485.875000 Penalty: 3105.027344
	Iteration 7Q: 3 clusters Score -1640486 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1640626.750000 Penalty: 3105.027344
	Iteration 8Q: 3 clusters Score -1640627 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1640787.000000 Penalty: 3105.027344
	Iteration 9Q: 3 clusters Score -1640787 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1640978.625000 Penalty: 3105.027344
	Iteration 10Q: 3 clusters Score -1640979 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1641217.125000 Penalty: 3105.027344
	Iteration 11Q: 3 clusters Score -1641217 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1641516.625000 Penalty: 3105.027344
	Iteration 12Q: 3 clusters Score -1641517 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1641822.750000 Penalty: 3105.027344
	Iteration 13Q: 3 clusters Score -1641823 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1642145.750000 Penalty: 3105.027344
	Iteration 14Q: 3 clusters Score -1642146 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1642432.750000 Penalty: 3105.027344
	Iteration 15Q: 3 clusters Score -1642433 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1642674.500000 Penalty: 3105.027344
	Iteration 16Q: 3 clusters Score -1642674 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1642824.125000 Penalty: 3105.027344
	Iteration 17Q: 3 clusters Score -1642824 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1642922.000000 Penalty: 3105.027344
	Iteration 18Q: 3 clusters Score -1642922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1643004.625000 Penalty: 3105.027344
	Iteration 19Q: 3 clusters Score -1643005 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1643083.000000 Penalty: 3105.027344
	Iteration 20F: 3 clusters Score -1643083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1643158.625000 Penalty: 3105.027344
	Iteration 21Q: 3 clusters Score -1643159 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1643235.250000 Penalty: 3105.027344
	Iteration 22Q: 3 clusters Score -1643235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1643311.000000 Penalty: 3105.027344
	Iteration 23Q: 3 clusters Score -1643311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1643381.875000 Penalty: 3105.027344
	Iteration 24Q: 3 clusters Score -1643382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1643448.375000 Penalty: 3105.027344
	Iteration 25Q: 3 clusters Score -1643448 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1643505.125000 Penalty: 3105.027344
	Iteration 26Q: 3 clusters Score -1643505 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1643553.375000 Penalty: 3105.027344
	Iteration 27Q: 3 clusters Score -1643553 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1643609.750000 Penalty: 3105.027344
	Iteration 28Q: 3 clusters Score -1643610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1643654.750000 Penalty: 3105.027344
	Iteration 29Q: 3 clusters Score -1643655 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1643720.250000 Penalty: 3105.027344
	Iteration 30Q: 3 clusters Score -1643720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1643789.250000 Penalty: 3105.027344
	Iteration 31Q: 3 clusters Score -1643789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1643854.500000 Penalty: 3105.027344
	Iteration 32Q: 3 clusters Score -1643854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1643921.375000 Penalty: 3105.027344
	Iteration 33Q: 3 clusters Score -1643921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1643987.625000 Penalty: 3105.027344
	Iteration 34Q: 3 clusters Score -1643988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1644056.250000 Penalty: 3105.027344
	Iteration 35Q: 3 clusters Score -1644056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1644126.000000 Penalty: 3105.027344
	Iteration 36Q: 3 clusters Score -1644126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1644196.000000 Penalty: 3105.027344
	Iteration 37Q: 3 clusters Score -1644196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1644251.000000 Penalty: 3105.027344
	Iteration 38Q: 3 clusters Score -1644251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1644313.500000 Penalty: 3105.027344
	Iteration 39Q: 3 clusters Score -1644314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1644366.250000 Penalty: 3105.027344
	Iteration 40F: 3 clusters Score -1644366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1644415.500000 Penalty: 3105.027344
	Iteration 41Q: 3 clusters Score -1644416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1644448.500000 Penalty: 3105.027344
	Iteration 42Q: 3 clusters Score -1644448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1644476.875000 Penalty: 3105.027344
	Iteration 43Q: 3 clusters Score -1644477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1644502.375000 Penalty: 3105.027344
	Iteration 44Q: 3 clusters Score -1644502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1644531.000000 Penalty: 3105.027344
	Iteration 45Q: 3 clusters Score -1644531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1644557.000000 Penalty: 3105.027344
	Iteration 46Q: 3 clusters Score -1644557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1644579.375000 Penalty: 3105.027344
	Iteration 47Q: 3 clusters Score -1644579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1644595.125000 Penalty: 3105.027344
	Iteration 48Q: 3 clusters Score -1644595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1644608.750000 Penalty: 3105.027344
	Iteration 49Q: 3 clusters Score -1644609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1644618.875000 Penalty: 3105.027344
	Iteration 50Q: 3 clusters Score -1644619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1644632.875000 Penalty: 3105.027344
	Iteration 51Q: 3 clusters Score -1644633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1644641.750000 Penalty: 3105.027344
	Iteration 52Q: 3 clusters Score -1644642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1644644.250000 Penalty: 3105.027344
	Iteration 53Q: 3 clusters Score -1644644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1644649.750000 Penalty: 3105.027344
	Iteration 54Q: 3 clusters Score -1644650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1644653.500000 Penalty: 3105.027344
	Iteration 55Q: 3 clusters Score -1644654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1644657.250000 Penalty: 3105.027344
	Iteration 56Q: 3 clusters Score -1644657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1644661.125000 Penalty: 3105.027344
	Iteration 57Q: 3 clusters Score -1644661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1644666.750000 Penalty: 3105.027344
	Iteration 58Q: 3 clusters Score -1644667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1644672.250000 Penalty: 3105.027344
	Iteration 59Q: 3 clusters Score -1644672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1644675.625000 Penalty: 3105.027344
	Iteration 60F: 3 clusters Score -1644676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1644681.750000 Penalty: 3105.027344
	Iteration 61Q: 3 clusters Score -1644682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1644687.375000 Penalty: 3105.027344
	Iteration 62Q: 3 clusters Score -1644687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1644694.875000 Penalty: 3105.027344
	Iteration 63Q: 3 clusters Score -1644695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1644698.625000 Penalty: 3105.027344
	Iteration 64Q: 3 clusters Score -1644699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1644702.375000 Penalty: 3105.027344
	Iteration 65Q: 3 clusters Score -1644702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1644707.750000 Penalty: 3105.027344
	Iteration 66Q: 3 clusters Score -1644708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1644713.500000 Penalty: 3105.027344
	Iteration 67Q: 3 clusters Score -1644714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1644723.625000 Penalty: 3105.027344
	Iteration 68Q: 3 clusters Score -1644724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1644735.625000 Penalty: 3105.027344
	Iteration 69Q: 3 clusters Score -1644736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1644745.500000 Penalty: 3105.027344
	Iteration 70Q: 3 clusters Score -1644746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1644746.875000 Penalty: 3105.027344
	Iteration 71Q: 3 clusters Score -1644747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1644752.375000 Penalty: 3105.027344
	Iteration 72Q: 3 clusters Score -1644752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1644752.000000 Penalty: 3105.027344
	Iteration 73Q: 3 clusters Score -1644752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1644756.250000 Penalty: 3105.027344
	Iteration 74Q: 3 clusters Score -1644756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1644759.000000 Penalty: 3105.027344
	Iteration 75Q: 3 clusters Score -1644759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1644763.625000 Penalty: 3105.027344
	Iteration 76Q: 3 clusters Score -1644764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1644766.875000 Penalty: 3105.027344
	Iteration 77Q: 3 clusters Score -1644767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1644772.875000 Penalty: 3105.027344
	Iteration 78Q: 3 clusters Score -1644773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1644777.625000 Penalty: 3105.027344
	Iteration 79Q: 3 clusters Score -1644778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1644782.250000 Penalty: 3105.027344
	Iteration 80F: 3 clusters Score -1644782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1644787.500000 Penalty: 3105.027344
	Iteration 81Q: 3 clusters Score -1644788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1644786.375000 Penalty: 3105.027344
	Iteration 82Q: 3 clusters Score -1644786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1644787.875000 Penalty: 3105.027344
	Iteration 83Q: 3 clusters Score -1644788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1644787.875000 Penalty: 3105.027344
	Iteration 84F: 3 clusters Score -1644788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Entering Unmasked Estep 
Score: -2854120.500000 Penalty: 1634.885376
	Iteration 0F: 2 clusters Score -2854120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2838223.750000 Penalty: 3269.770752
	Iteration 0F: 3 clusters Score -2838224 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2844257.750000 Penalty: 3269.770752
	Iteration 1F: 3 clusters Score -2844258 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2844764.500000 Penalty: 3269.770752
	Iteration 2F: 3 clusters Score -2844764 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2845268.000000 Penalty: 3269.770752
	Iteration 3Q: 3 clusters Score -2845268 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2845798.750000 Penalty: 3269.770752
	Iteration 4Q: 3 clusters Score -2845799 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2846414.500000 Penalty: 3269.770752
	Iteration 5Q: 3 clusters Score -2846414 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2847224.750000 Penalty: 3269.770752
	Iteration 6F: 3 clusters Score -2847225 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2848280.750000 Penalty: 3269.770752
	Iteration 7F: 3 clusters Score -2848281 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2849426.250000 Penalty: 3269.770752
	Iteration 8F: 3 clusters Score -2849426 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2850204.500000 Penalty: 3269.770752
	Iteration 9F: 3 clusters Score -2850204 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2850672.750000 Penalty: 3269.770752
	Iteration 10Q: 3 clusters Score -2850673 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2850973.500000 Penalty: 3269.770752
	Iteration 11Q: 3 clusters Score -2850974 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2851180.000000 Penalty: 3269.770752
	Iteration 12Q: 3 clusters Score -2851180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2851376.750000 Penalty: 3269.770752
	Iteration 13Q: 3 clusters Score -2851377 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2851546.500000 Penalty: 3269.770752
	Iteration 14Q: 3 clusters Score -2851546 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2851652.250000 Penalty: 3269.770752
	Iteration 15Q: 3 clusters Score -2851652 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2851765.500000 Penalty: 3269.770752
	Iteration 16Q: 3 clusters Score -2851766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2851849.000000 Penalty: 3269.770752
	Iteration 17Q: 3 clusters Score -2851849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2851927.000000 Penalty: 3269.770752
	Iteration 18Q: 3 clusters Score -2851927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2851996.000000 Penalty: 3269.770752
	Iteration 19Q: 3 clusters Score -2851996 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2852055.500000 Penalty: 3269.770752
	Iteration 20F: 3 clusters Score -2852056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2852105.750000 Penalty: 3269.770752
	Iteration 21Q: 3 clusters Score -2852106 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2852141.750000 Penalty: 3269.770752
	Iteration 22Q: 3 clusters Score -2852142 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2852163.000000 Penalty: 3269.770752
	Iteration 23Q: 3 clusters Score -2852163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2852189.750000 Penalty: 3269.770752
	Iteration 24Q: 3 clusters Score -2852190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2852209.750000 Penalty: 3269.770752
	Iteration 25Q: 3 clusters Score -2852210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2852230.500000 Penalty: 3269.770752
	Iteration 26Q: 3 clusters Score -2852230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2852242.250000 Penalty: 3269.770752
	Iteration 27Q: 3 clusters Score -2852242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2852268.750000 Penalty: 3269.770752
	Iteration 28Q: 3 clusters Score -2852269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2852293.250000 Penalty: 3269.770752
	Iteration 29Q: 3 clusters Score -2852293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2852312.500000 Penalty: 3269.770752
	Iteration 30Q: 3 clusters Score -2852312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2852334.000000 Penalty: 3269.770752
	Iteration 31Q: 3 clusters Score -2852334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2852354.500000 Penalty: 3269.770752
	Iteration 32Q: 3 clusters Score -2852354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2852372.500000 Penalty: 3269.770752
	Iteration 33Q: 3 clusters Score -2852372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2852390.250000 Penalty: 3269.770752
	Iteration 34Q: 3 clusters Score -2852390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2852411.250000 Penalty: 3269.770752
	Iteration 35Q: 3 clusters Score -2852411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2852430.750000 Penalty: 3269.770752
	Iteration 36Q: 3 clusters Score -2852431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2852456.000000 Penalty: 3269.770752
	Iteration 37Q: 3 clusters Score -2852456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2852472.250000 Penalty: 3269.770752
	Iteration 38Q: 3 clusters Score -2852472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2852489.000000 Penalty: 3269.770752
	Iteration 39Q: 3 clusters Score -2852489 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2852516.750000 Penalty: 3269.770752
	Iteration 40F: 3 clusters Score -2852517 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2852530.000000 Penalty: 3269.770752
	Iteration 41Q: 3 clusters Score -2852530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2852571.500000 Penalty: 3269.770752
	Iteration 42Q: 3 clusters Score -2852572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2852596.000000 Penalty: 3269.770752
	Iteration 43Q: 3 clusters Score -2852596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2852622.000000 Penalty: 3269.770752
	Iteration 44Q: 3 clusters Score -2852622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2852642.500000 Penalty: 3269.770752
	Iteration 45Q: 3 clusters Score -2852642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2852686.000000 Penalty: 3269.770752
	Iteration 46Q: 3 clusters Score -2852686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2852730.250000 Penalty: 3269.770752
	Iteration 47Q: 3 clusters Score -2852730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2852778.000000 Penalty: 3269.770752
	Iteration 48Q: 3 clusters Score -2852778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2852828.750000 Penalty: 3269.770752
	Iteration 49Q: 3 clusters Score -2852829 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2852871.250000 Penalty: 3269.770752
	Iteration 50Q: 3 clusters Score -2852871 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2852924.250000 Penalty: 3269.770752
	Iteration 51Q: 3 clusters Score -2852924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2852963.250000 Penalty: 3269.770752
	Iteration 52Q: 3 clusters Score -2852963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2852985.750000 Penalty: 3269.770752
	Iteration 53Q: 3 clusters Score -2852986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2853025.500000 Penalty: 3269.770752
	Iteration 54Q: 3 clusters Score -2853026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2853062.750000 Penalty: 3269.770752
	Iteration 55Q: 3 clusters Score -2853063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2853076.000000 Penalty: 3269.770752
	Iteration 56Q: 3 clusters Score -2853076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2853110.250000 Penalty: 3269.770752
	Iteration 57Q: 3 clusters Score -2853110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2853128.000000 Penalty: 3269.770752
	Iteration 58Q: 3 clusters Score -2853128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2853147.500000 Penalty: 3269.770752
	Iteration 59Q: 3 clusters Score -2853148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2853162.750000 Penalty: 3269.770752
	Iteration 60F: 3 clusters Score -2853163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2853175.750000 Penalty: 3269.770752
	Iteration 61Q: 3 clusters Score -2853176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2853191.000000 Penalty: 3269.770752
	Iteration 62Q: 3 clusters Score -2853191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2853195.500000 Penalty: 3269.770752
	Iteration 63Q: 3 clusters Score -2853196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2853204.250000 Penalty: 3269.770752
	Iteration 64Q: 3 clusters Score -2853204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2853220.500000 Penalty: 3269.770752
	Iteration 65Q: 3 clusters Score -2853220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2853216.750000 Penalty: 3269.770752
	Iteration 66Q: 3 clusters Score -2853217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2853224.500000 Penalty: 3269.770752
	Iteration 67Q: 3 clusters Score -2853224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2853238.250000 Penalty: 3269.770752
	Iteration 68Q: 3 clusters Score -2853238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2853237.500000 Penalty: 3269.770752
	Iteration 69Q: 3 clusters Score -2853238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2853251.000000 Penalty: 3269.770752
	Iteration 70Q: 3 clusters Score -2853251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2853254.750000 Penalty: 3269.770752
	Iteration 71Q: 3 clusters Score -2853255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2853261.750000 Penalty: 3269.770752
	Iteration 72Q: 3 clusters Score -2853262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2853267.750000 Penalty: 3269.770752
	Iteration 73Q: 3 clusters Score -2853268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2853272.250000 Penalty: 3269.770752
	Iteration 74Q: 3 clusters Score -2853272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2853277.750000 Penalty: 3269.770752
	Iteration 75Q: 3 clusters Score -2853278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2853281.000000 Penalty: 3269.770752
	Iteration 76Q: 3 clusters Score -2853281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2853286.000000 Penalty: 3269.770752
	Iteration 77Q: 3 clusters Score -2853286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2853288.750000 Penalty: 3269.770752
	Iteration 78Q: 3 clusters Score -2853289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2853291.250000 Penalty: 3269.770752
	Iteration 79Q: 3 clusters Score -2853291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2853294.750000 Penalty: 3269.770752
	Iteration 80F: 3 clusters Score -2853295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2853293.000000 Penalty: 3269.770752
	Iteration 81Q: 3 clusters Score -2853293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2853289.000000 Penalty: 3269.770752
	Iteration 82Q: 3 clusters Score -2853289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2853289.250000 Penalty: 3269.770752
	Iteration 83Q: 3 clusters Score -2853289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2853287.250000 Penalty: 3269.770752
	Iteration 84Q: 3 clusters Score -2853287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2853292.500000 Penalty: 3269.770752
	Iteration 85Q: 3 clusters Score -2853292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2853293.250000 Penalty: 3269.770752
	Iteration 86Q: 3 clusters Score -2853293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2853302.750000 Penalty: 3269.770752
	Iteration 87Q: 3 clusters Score -2853303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2853300.250000 Penalty: 3269.770752
	Iteration 88Q: 3 clusters Score -2853300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2853299.500000 Penalty: 3269.770752
	Iteration 89Q: 3 clusters Score -2853300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2853302.500000 Penalty: 3269.770752
	Iteration 90Q: 3 clusters Score -2853302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2853306.750000 Penalty: 3269.770752
	Iteration 91Q: 3 clusters Score -2853307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2853306.000000 Penalty: 3269.770752
	Iteration 92Q: 3 clusters Score -2853306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2853310.000000 Penalty: 3269.770752
	Iteration 93Q: 3 clusters Score -2853310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2853316.750000 Penalty: 3269.770752
	Iteration 94Q: 3 clusters Score -2853317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2853321.500000 Penalty: 3269.770752
	Iteration 95Q: 3 clusters Score -2853322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2853324.750000 Penalty: 3269.770752
	Iteration 96Q: 3 clusters Score -2853325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2853331.000000 Penalty: 3269.770752
	Iteration 97Q: 3 clusters Score -2853331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2853331.250000 Penalty: 3269.770752
	Iteration 98Q: 3 clusters Score -2853331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2853336.750000 Penalty: 3269.770752
	Iteration 99Q: 3 clusters Score -2853337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2853341.250000 Penalty: 3269.770752
	Iteration 100F: 3 clusters Score -2853341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2853350.000000 Penalty: 3269.770752
	Iteration 101Q: 3 clusters Score -2853350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2853352.250000 Penalty: 3269.770752
	Iteration 102Q: 3 clusters Score -2853352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2853346.750000 Penalty: 3269.770752
	Iteration 103Q: 3 clusters Score -2853347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2853350.000000 Penalty: 3269.770752
	Iteration 104Q: 3 clusters Score -2853350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2853349.750000 Penalty: 3269.770752
	Iteration 105Q: 3 clusters Score -2853350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2853350.750000 Penalty: 3269.770752
	Iteration 106Q: 3 clusters Score -2853351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2853348.000000 Penalty: 3269.770752
	Iteration 107Q: 3 clusters Score -2853348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2853350.500000 Penalty: 3269.770752
	Iteration 108Q: 3 clusters Score -2853350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2853348.250000 Penalty: 3269.770752
	Iteration 109Q: 3 clusters Score -2853348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2853352.500000 Penalty: 3269.770752
	Iteration 110Q: 3 clusters Score -2853352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2853352.500000 Penalty: 3269.770752
	Iteration 111F: 3 clusters Score -2853352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -303676.156250 Penalty: 1268.720337
	Iteration 0F: 2 clusters Score -303676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -301267.875000 Penalty: 2537.440674
	Iteration 0F: 3 clusters Score -301267.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -301806.687500 Penalty: 2537.440674
	Iteration 1F: 3 clusters Score -301806.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -301926.031250 Penalty: 2537.440674
	Iteration 2F: 3 clusters Score -301926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301999.156250 Penalty: 2537.440674
	Iteration 3Q: 3 clusters Score -301999.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -302047.812500 Penalty: 2537.440674
	Iteration 4Q: 3 clusters Score -302047.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -302088.093750 Penalty: 2537.440674
	Iteration 5Q: 3 clusters Score -302088.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -302124.093750 Penalty: 2537.440674
	Iteration 6Q: 3 clusters Score -302124.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -302151.031250 Penalty: 2537.440674
	Iteration 7Q: 3 clusters Score -302151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -302175.531250 Penalty: 2537.440674
	Iteration 8Q: 3 clusters Score -302175.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -302193.906250 Penalty: 2537.440674
	Iteration 9Q: 3 clusters Score -302193.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -302208.093750 Penalty: 2537.440674
	Iteration 10Q: 3 clusters Score -302208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -302214.093750 Penalty: 2537.440674
	Iteration 11Q: 3 clusters Score -302214.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -302221.312500 Penalty: 2537.440674
	Iteration 12Q: 3 clusters Score -302221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -302228.000000 Penalty: 2537.440674
	Iteration 13Q: 3 clusters Score -302228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -302231.937500 Penalty: 2537.440674
	Iteration 14Q: 3 clusters Score -302231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302235.218750 Penalty: 2537.440674
	Iteration 15Q: 3 clusters Score -302235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -302239.750000 Penalty: 2537.440674
	Iteration 16Q: 3 clusters Score -302239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302242.750000 Penalty: 2537.440674
	Iteration 17Q: 3 clusters Score -302242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -302249.062500 Penalty: 2537.440674
	Iteration 18Q: 3 clusters Score -302249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -302256.125000 Penalty: 2537.440674
	Iteration 19Q: 3 clusters Score -302256.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302259.125000 Penalty: 2537.440674
	Iteration 20F: 3 clusters Score -302259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -302261.031250 Penalty: 2537.440674
	Iteration 21Q: 3 clusters Score -302261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -302261.468750 Penalty: 2537.440674
	Iteration 22Q: 3 clusters Score -302261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -302263.531250 Penalty: 2537.440674
	Iteration 23Q: 3 clusters Score -302263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -302265.718750 Penalty: 2537.440674
	Iteration 24Q: 3 clusters Score -302265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -302267.062500 Penalty: 2537.440674
	Iteration 25Q: 3 clusters Score -302267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302268.093750 Penalty: 2537.440674
	Iteration 26Q: 3 clusters Score -302268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -302268.468750 Penalty: 2537.440674
	Iteration 27Q: 3 clusters Score -302268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -302268.187500 Penalty: 2537.440674
	Iteration 28Q: 3 clusters Score -302268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -302268.906250 Penalty: 2537.440674
	Iteration 29Q: 3 clusters Score -302268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -302268.906250 Penalty: 2537.440674
	Iteration 30F: 3 clusters Score -302268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Entering Unmasked Estep 
Score: -1525382.750000 Penalty: 1531.452393
	Iteration 0F: 2 clusters Score -1525383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1516724.500000 Penalty: 3062.904785
	Iteration 0F: 3 clusters Score -1516724 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1519757.500000 Penalty: 3062.904785
	Iteration 1F: 3 clusters Score -1519758 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1520064.125000 Penalty: 3062.904785
	Iteration 2F: 3 clusters Score -1520064 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1520315.125000 Penalty: 3062.904785
	Iteration 3Q: 3 clusters Score -1520315 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1520568.125000 Penalty: 3062.904785
	Iteration 4Q: 3 clusters Score -1520568 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1520821.875000 Penalty: 3062.904785
	Iteration 5Q: 3 clusters Score -1520822 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1521109.000000 Penalty: 3062.904785
	Iteration 6Q: 3 clusters Score -1521109 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1521428.875000 Penalty: 3062.904785
	Iteration 7Q: 3 clusters Score -1521429 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1521800.125000 Penalty: 3062.904785
	Iteration 8Q: 3 clusters Score -1521800 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1522183.375000 Penalty: 3062.904785
	Iteration 9Q: 3 clusters Score -1522183 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1522552.250000 Penalty: 3062.904785
	Iteration 10Q: 3 clusters Score -1522552 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1522857.625000 Penalty: 3062.904785
	Iteration 11Q: 3 clusters Score -1522858 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1523119.875000 Penalty: 3062.904785
	Iteration 12Q: 3 clusters Score -1523120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1523331.250000 Penalty: 3062.904785
	Iteration 13Q: 3 clusters Score -1523331 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1523493.875000 Penalty: 3062.904785
	Iteration 14Q: 3 clusters Score -1523494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1523634.375000 Penalty: 3062.904785
	Iteration 15Q: 3 clusters Score -1523634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1523752.250000 Penalty: 3062.904785
	Iteration 16Q: 3 clusters Score -1523752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1523830.250000 Penalty: 3062.904785
	Iteration 17Q: 3 clusters Score -1523830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1523884.375000 Penalty: 3062.904785
	Iteration 18Q: 3 clusters Score -1523884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1523945.750000 Penalty: 3062.904785
	Iteration 19Q: 3 clusters Score -1523946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1523986.625000 Penalty: 3062.904785
	Iteration 20F: 3 clusters Score -1523987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1524021.875000 Penalty: 3062.904785
	Iteration 21Q: 3 clusters Score -1524022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1524059.625000 Penalty: 3062.904785
	Iteration 22Q: 3 clusters Score -1524060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1524090.000000 Penalty: 3062.904785
	Iteration 23Q: 3 clusters Score -1524090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1524106.500000 Penalty: 3062.904785
	Iteration 24Q: 3 clusters Score -1524106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1524122.375000 Penalty: 3062.904785
	Iteration 25Q: 3 clusters Score -1524122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1524124.500000 Penalty: 3062.904785
	Iteration 26Q: 3 clusters Score -1524124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1524130.750000 Penalty: 3062.904785
	Iteration 27Q: 3 clusters Score -1524131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1524134.750000 Penalty: 3062.904785
	Iteration 28Q: 3 clusters Score -1524135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1524137.000000 Penalty: 3062.904785
	Iteration 29Q: 3 clusters Score -1524137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1524140.125000 Penalty: 3062.904785
	Iteration 30Q: 3 clusters Score -1524140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1524139.375000 Penalty: 3062.904785
	Iteration 31Q: 3 clusters Score -1524139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1524139.375000 Penalty: 3062.904785
	Iteration 32F: 3 clusters Score -1524139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -44386.761719 Penalty: 988.731140
	Iteration 0F: 2 clusters Score -44386.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43518.246094 Penalty: 1977.462280
	Iteration 0F: 3 clusters Score -43518.25 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43708.148438 Penalty: 1977.462280
	Iteration 1F: 3 clusters Score -43708.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43757.214844 Penalty: 1977.462280
	Iteration 2F: 3 clusters Score -43757.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43783.539062 Penalty: 1977.462280
	Iteration 3Q: 3 clusters Score -43783.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43799.980469 Penalty: 1977.462280
	Iteration 4Q: 3 clusters Score -43799.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43806.601562 Penalty: 1977.462280
	Iteration 5Q: 3 clusters Score -43806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43816.167969 Penalty: 1977.462280
	Iteration 6Q: 3 clusters Score -43816.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43822.085938 Penalty: 1977.462280
	Iteration 7Q: 3 clusters Score -43822.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43823.707031 Penalty: 1977.462280
	Iteration 8Q: 3 clusters Score -43823.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43826.386719 Penalty: 1977.462280
	Iteration 9Q: 3 clusters Score -43826.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43827.535156 Penalty: 1977.462280
	Iteration 10Q: 3 clusters Score -43827.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43829.230469 Penalty: 1977.462280
	Iteration 11Q: 3 clusters Score -43829.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43829.230469 Penalty: 1977.462280
	Iteration 12F: 3 clusters Score -43829.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 161 members 
Entering Unmasked Estep 
Score: -42559.378906 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42559.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42615.230469 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42615.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42641.390625 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -42641.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42653.699219 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42653.7 nChanged 1
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: -42656.574219 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -42656.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42658.511719 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -42658.51 nChanged 1
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: -42659.230469 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -42659.23 nChanged 0
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: -42659.230469 Penalty: 1859.101318
	Iteration 7F: 3 clusters Score -42659.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (139739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Entering Unmasked Estep 
Score: -16940790.000000 Penalty: 1925.223877
	Iteration 0F: 2 clusters Score -1.694079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -16852406.000000 Penalty: 3850.447754
	Iteration 0F: 3 clusters Score -1.685241e+07 nChanged 66903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -16892002.000000 Penalty: 3850.447754
	Iteration 1F: 3 clusters Score -1.6892e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -16893340.000000 Penalty: 3850.447754
	Iteration 2Q: 3 clusters Score -1.689334e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -16894978.000000 Penalty: 3850.447754
	Iteration 3Q: 3 clusters Score -1.689498e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -16897282.000000 Penalty: 3850.447754
	Iteration 4Q: 3 clusters Score -1.689728e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -16901098.000000 Penalty: 3850.447754
	Iteration 5F: 3 clusters Score -1.69011e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -16906436.000000 Penalty: 3850.447754
	Iteration 6F: 3 clusters Score -1.690644e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -16913452.000000 Penalty: 3850.447754
	Iteration 7F: 3 clusters Score -1.691345e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -16920812.000000 Penalty: 3850.447754
	Iteration 8F: 3 clusters Score -1.692081e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -16926848.000000 Penalty: 3850.447754
	Iteration 9F: 3 clusters Score -1.692685e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -16931462.000000 Penalty: 3850.447754
	Iteration 10Q: 3 clusters Score -1.693146e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134017 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -16934528.000000 Penalty: 3850.447754
	Iteration 11Q: 3 clusters Score -1.693453e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -16936510.000000 Penalty: 3850.447754
	Iteration 12Q: 3 clusters Score -1.693651e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -16937676.000000 Penalty: 3850.447754
	Iteration 13Q: 3 clusters Score -1.693768e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16938234.000000 Penalty: 3850.447754
	Iteration 14Q: 3 clusters Score -1.693823e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16938586.000000 Penalty: 3850.447754
	Iteration 15Q: 3 clusters Score -1.693859e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16938736.000000 Penalty: 3850.447754
	Iteration 16Q: 3 clusters Score -1.693874e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16938834.000000 Penalty: 3850.447754
	Iteration 17Q: 3 clusters Score -1.693883e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139323 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16938886.000000 Penalty: 3850.447754
	Iteration 18Q: 3 clusters Score -1.693889e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16938924.000000 Penalty: 3850.447754
	Iteration 19Q: 3 clusters Score -1.693892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16938960.000000 Penalty: 3850.447754
	Iteration 20F: 3 clusters Score -1.693896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -16938968.000000 Penalty: 3850.447754
	Iteration 21Q: 3 clusters Score -1.693897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16938968.000000 Penalty: 3850.447754
	Iteration 22Q: 3 clusters Score -1.693897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16938982.000000 Penalty: 3850.447754
	Iteration 23Q: 3 clusters Score -1.693898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16938996.000000 Penalty: 3850.447754
	Iteration 24Q: 3 clusters Score -1.6939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16938992.000000 Penalty: 3850.447754
	Iteration 25Q: 3 clusters Score -1.693899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16939002.000000 Penalty: 3850.447754
	Iteration 26Q: 3 clusters Score -1.6939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16939008.000000 Penalty: 3850.447754
	Iteration 27Q: 3 clusters Score -1.693901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16939012.000000 Penalty: 3850.447754
	Iteration 28Q: 3 clusters Score -1.693901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16939016.000000 Penalty: 3850.447754
	Iteration 29Q: 3 clusters Score -1.693902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16939016.000000 Penalty: 3850.447754
	Iteration 30Q: 3 clusters Score -1.693902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16939032.000000 Penalty: 3850.447754
	Iteration 31Q: 3 clusters Score -1.693903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16939040.000000 Penalty: 3850.447754
	Iteration 32Q: 3 clusters Score -1.693904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16939036.000000 Penalty: 3850.447754
	Iteration 33Q: 3 clusters Score -1.693904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16939038.000000 Penalty: 3850.447754
	Iteration 34Q: 3 clusters Score -1.693904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16939042.000000 Penalty: 3850.447754
	Iteration 35Q: 3 clusters Score -1.693904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16939042.000000 Penalty: 3850.447754
	Iteration 36F: 3 clusters Score -1.693904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -382503.437500 Penalty: 1305.152954
	Iteration 0F: 2 clusters Score -382503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -379701.781250 Penalty: 2610.305908
	Iteration 0F: 3 clusters Score -379701.8 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -380322.468750 Penalty: 2610.305908
	Iteration 1F: 3 clusters Score -380322.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -380450.031250 Penalty: 2610.305908
	Iteration 2F: 3 clusters Score -380450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -380529.843750 Penalty: 2610.305908
	Iteration 3Q: 3 clusters Score -380529.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -380576.718750 Penalty: 2610.305908
	Iteration 4Q: 3 clusters Score -380576.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -380609.031250 Penalty: 2610.305908
	Iteration 5Q: 3 clusters Score -380609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -380631.500000 Penalty: 2610.305908
	Iteration 6Q: 3 clusters Score -380631.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -380651.375000 Penalty: 2610.305908
	Iteration 7Q: 3 clusters Score -380651.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -380665.937500 Penalty: 2610.305908
	Iteration 8Q: 3 clusters Score -380665.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380675.687500 Penalty: 2610.305908
	Iteration 9Q: 3 clusters Score -380675.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -380688.062500 Penalty: 2610.305908
	Iteration 10Q: 3 clusters Score -380688.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380700.718750 Penalty: 2610.305908
	Iteration 11Q: 3 clusters Score -380700.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -380710.687500 Penalty: 2610.305908
	Iteration 12Q: 3 clusters Score -380710.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380719.062500 Penalty: 2610.305908
	Iteration 13Q: 3 clusters Score -380719.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -380728.781250 Penalty: 2610.305908
	Iteration 14Q: 3 clusters Score -380728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380738.156250 Penalty: 2610.305908
	Iteration 15Q: 3 clusters Score -380738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -380746.156250 Penalty: 2610.305908
	Iteration 16Q: 3 clusters Score -380746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -380755.187500 Penalty: 2610.305908
	Iteration 17Q: 3 clusters Score -380755.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -380765.843750 Penalty: 2610.305908
	Iteration 18Q: 3 clusters Score -380765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -380773.281250 Penalty: 2610.305908
	Iteration 19Q: 3 clusters Score -380773.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -380783.312500 Penalty: 2610.305908
	Iteration 20F: 3 clusters Score -380783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -380789.687500 Penalty: 2610.305908
	Iteration 21Q: 3 clusters Score -380789.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -380795.000000 Penalty: 2610.305908
	Iteration 22Q: 3 clusters Score -380795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -380805.812500 Penalty: 2610.305908
	Iteration 23Q: 3 clusters Score -380805.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -380818.187500 Penalty: 2610.305908
	Iteration 24Q: 3 clusters Score -380818.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -380828.687500 Penalty: 2610.305908
	Iteration 25Q: 3 clusters Score -380828.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -380835.687500 Penalty: 2610.305908
	Iteration 26Q: 3 clusters Score -380835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -380844.750000 Penalty: 2610.305908
	Iteration 27Q: 3 clusters Score -380844.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -380855.187500 Penalty: 2610.305908
	Iteration 28Q: 3 clusters Score -380855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -380863.562500 Penalty: 2610.305908
	Iteration 29Q: 3 clusters Score -380863.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -380873.562500 Penalty: 2610.305908
	Iteration 30Q: 3 clusters Score -380873.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -380880.406250 Penalty: 2610.305908
	Iteration 31Q: 3 clusters Score -380880.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -380887.906250 Penalty: 2610.305908
	Iteration 32Q: 3 clusters Score -380887.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380893.656250 Penalty: 2610.305908
	Iteration 33Q: 3 clusters Score -380893.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -380904.156250 Penalty: 2610.305908
	Iteration 34Q: 3 clusters Score -380904.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -380914.718750 Penalty: 2610.305908
	Iteration 35Q: 3 clusters Score -380914.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -380924.937500 Penalty: 2610.305908
	Iteration 36Q: 3 clusters Score -380924.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -380935.531250 Penalty: 2610.305908
	Iteration 37Q: 3 clusters Score -380935.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -380943.281250 Penalty: 2610.305908
	Iteration 38Q: 3 clusters Score -380943.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -380956.406250 Penalty: 2610.305908
	Iteration 39Q: 3 clusters Score -380956.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -380973.656250 Penalty: 2610.305908
	Iteration 40F: 3 clusters Score -380973.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380990.093750 Penalty: 2610.305908
	Iteration 41Q: 3 clusters Score -380990.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381012.093750 Penalty: 2610.305908
	Iteration 42Q: 3 clusters Score -381012.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -381038.500000 Penalty: 2610.305908
	Iteration 43Q: 3 clusters Score -381038.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381062.562500 Penalty: 2610.305908
	Iteration 44Q: 3 clusters Score -381062.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -381089.187500 Penalty: 2610.305908
	Iteration 45Q: 3 clusters Score -381089.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381109.781250 Penalty: 2610.305908
	Iteration 46Q: 3 clusters Score -381109.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -381125.968750 Penalty: 2610.305908
	Iteration 47Q: 3 clusters Score -381126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -381150.687500 Penalty: 2610.305908
	Iteration 48Q: 3 clusters Score -381150.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -381179.718750 Penalty: 2610.305908
	Iteration 49Q: 3 clusters Score -381179.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -381207.500000 Penalty: 2610.305908
	Iteration 50Q: 3 clusters Score -381207.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -381228.062500 Penalty: 2610.305908
	Iteration 51Q: 3 clusters Score -381228.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -381244.375000 Penalty: 2610.305908
	Iteration 52Q: 3 clusters Score -381244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -381254.250000 Penalty: 2610.305908
	Iteration 53Q: 3 clusters Score -381254.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -381265.406250 Penalty: 2610.305908
	Iteration 54Q: 3 clusters Score -381265.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -381276.906250 Penalty: 2610.305908
	Iteration 55Q: 3 clusters Score -381276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -381285.375000 Penalty: 2610.305908
	Iteration 56Q: 3 clusters Score -381285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -381290.437500 Penalty: 2610.305908
	Iteration 57Q: 3 clusters Score -381290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -381296.750000 Penalty: 2610.305908
	Iteration 58Q: 3 clusters Score -381296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -381299.531250 Penalty: 2610.305908
	Iteration 59Q: 3 clusters Score -381299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -381300.875000 Penalty: 2610.305908
	Iteration 60F: 3 clusters Score -381300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -381301.406250 Penalty: 2610.305908
	Iteration 61Q: 3 clusters Score -381301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -381303.031250 Penalty: 2610.305908
	Iteration 62Q: 3 clusters Score -381303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -381304.750000 Penalty: 2610.305908
	Iteration 63Q: 3 clusters Score -381304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -381306.093750 Penalty: 2610.305908
	Iteration 64Q: 3 clusters Score -381306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -381306.156250 Penalty: 2610.305908
	Iteration 65Q: 3 clusters Score -381306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -381306.156250 Penalty: 2610.305908
	Iteration 66F: 3 clusters Score -381306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -124954.468750 Penalty: 1135.166870
	Iteration 0F: 2 clusters Score -124954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123443.531250 Penalty: 2270.333740
	Iteration 0F: 3 clusters Score -123443.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123719.210938 Penalty: 2270.333740
	Iteration 1F: 3 clusters Score -123719.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123779.453125 Penalty: 2270.333740
	Iteration 2F: 3 clusters Score -123779.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123808.226562 Penalty: 2270.333740
	Iteration 3Q: 3 clusters Score -123808.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123828.640625 Penalty: 2270.333740
	Iteration 4Q: 3 clusters Score -123828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123845.093750 Penalty: 2270.333740
	Iteration 5Q: 3 clusters Score -123845.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123863.468750 Penalty: 2270.333740
	Iteration 6Q: 3 clusters Score -123863.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123873.117188 Penalty: 2270.333740
	Iteration 7Q: 3 clusters Score -123873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123877.500000 Penalty: 2270.333740
	Iteration 8Q: 3 clusters Score -123877.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -123885.914062 Penalty: 2270.333740
	Iteration 9Q: 3 clusters Score -123885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123898.195312 Penalty: 2270.333740
	Iteration 10Q: 3 clusters Score -123898.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -123910.929688 Penalty: 2270.333740
	Iteration 11Q: 3 clusters Score -123910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123923.117188 Penalty: 2270.333740
	Iteration 12Q: 3 clusters Score -123923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -123933.671875 Penalty: 2270.333740
	Iteration 13Q: 3 clusters Score -123933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123945.882812 Penalty: 2270.333740
	Iteration 14Q: 3 clusters Score -123945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -123950.992188 Penalty: 2270.333740
	Iteration 15Q: 3 clusters Score -123951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123956.500000 Penalty: 2270.333740
	Iteration 16Q: 3 clusters Score -123956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123960.585938 Penalty: 2270.333740
	Iteration 17Q: 3 clusters Score -123960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -123961.898438 Penalty: 2270.333740
	Iteration 18Q: 3 clusters Score -123961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123964.789062 Penalty: 2270.333740
	Iteration 19Q: 3 clusters Score -123964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123967.867188 Penalty: 2270.333740
	Iteration 20F: 3 clusters Score -123967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -123972.257812 Penalty: 2270.333740
	Iteration 21Q: 3 clusters Score -123972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123976.765625 Penalty: 2270.333740
	Iteration 22Q: 3 clusters Score -123976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -123980.406250 Penalty: 2270.333740
	Iteration 23Q: 3 clusters Score -123980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123983.929688 Penalty: 2270.333740
	Iteration 24Q: 3 clusters Score -123983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123990.210938 Penalty: 2270.333740
	Iteration 25Q: 3 clusters Score -123990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123997.140625 Penalty: 2270.333740
	Iteration 26Q: 3 clusters Score -123997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124002.656250 Penalty: 2270.333740
	Iteration 27Q: 3 clusters Score -124002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124010.289062 Penalty: 2270.333740
	Iteration 28Q: 3 clusters Score -124010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124015.632812 Penalty: 2270.333740
	Iteration 29Q: 3 clusters Score -124015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124018.218750 Penalty: 2270.333740
	Iteration 30Q: 3 clusters Score -124018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124022.437500 Penalty: 2270.333740
	Iteration 31Q: 3 clusters Score -124022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124032.382812 Penalty: 2270.333740
	Iteration 32Q: 3 clusters Score -124032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124042.773438 Penalty: 2270.333740
	Iteration 33Q: 3 clusters Score -124042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124048.523438 Penalty: 2270.333740
	Iteration 34Q: 3 clusters Score -124048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124052.007812 Penalty: 2270.333740
	Iteration 35Q: 3 clusters Score -124052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124055.179688 Penalty: 2270.333740
	Iteration 36Q: 3 clusters Score -124055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124057.320312 Penalty: 2270.333740
	Iteration 37Q: 3 clusters Score -124057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124058.109375 Penalty: 2270.333740
	Iteration 38Q: 3 clusters Score -124058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124058.109375 Penalty: 2270.333740
	Iteration 39F: 3 clusters Score -124058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -204007.765625 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -204007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202065.984375 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -202066 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -202494.968750 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -202495 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202594.828125 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -202594.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202654.484375 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -202654.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -202709.187500 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -202709.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -202759.312500 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -202759.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -202798.718750 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -202798.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -202830.828125 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -202830.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -202854.687500 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -202854.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -202879.046875 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -202879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -202901.609375 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -202901.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -202929.156250 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -202929.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -202959.250000 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -202959.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -202996.031250 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -202996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -203032.078125 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -203032.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -203049.281250 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -203049.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -203057.828125 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -203057.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203064.531250 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -203064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -203066.640625 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -203066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203069.203125 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -203069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -203076.421875 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -203076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -203082.000000 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -203082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -203086.984375 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -203087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -203093.109375 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -203093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -203095.640625 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -203095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -203098.937500 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -203098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -203101.593750 Penalty: 2440.711914
	Iteration 26Q: 3 clusters Score -203101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -203103.578125 Penalty: 2440.711914
	Iteration 27Q: 3 clusters Score -203103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -203106.656250 Penalty: 2440.711914
	Iteration 28Q: 3 clusters Score -203106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -203108.484375 Penalty: 2440.711914
	Iteration 29Q: 3 clusters Score -203108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -203110.046875 Penalty: 2440.711914
	Iteration 30Q: 3 clusters Score -203110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -203111.906250 Penalty: 2440.711914
	Iteration 31Q: 3 clusters Score -203111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -203111.906250 Penalty: 2440.711914
	Iteration 32F: 3 clusters Score -203111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1536042.625000 Penalty: 1528.606934
	Iteration 0F: 2 clusters Score -1536043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1526978.500000 Penalty: 3057.213867
	Iteration 0F: 3 clusters Score -1526978 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1530101.500000 Penalty: 3057.213867
	Iteration 1F: 3 clusters Score -1530102 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1530495.250000 Penalty: 3057.213867
	Iteration 2F: 3 clusters Score -1530495 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1530883.750000 Penalty: 3057.213867
	Iteration 3F: 3 clusters Score -1530884 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1531324.750000 Penalty: 3057.213867
	Iteration 4Q: 3 clusters Score -1531325 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1531824.250000 Penalty: 3057.213867
	Iteration 5F: 3 clusters Score -1531824 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1532341.000000 Penalty: 3057.213867
	Iteration 6F: 3 clusters Score -1532341 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1532923.250000 Penalty: 3057.213867
	Iteration 7F: 3 clusters Score -1532923 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1533537.875000 Penalty: 3057.213867
	Iteration 8F: 3 clusters Score -1533538 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1533957.875000 Penalty: 3057.213867
	Iteration 9Q: 3 clusters Score -1533958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1534271.750000 Penalty: 3057.213867
	Iteration 10Q: 3 clusters Score -1534272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1534453.000000 Penalty: 3057.213867
	Iteration 11Q: 3 clusters Score -1534453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1534571.125000 Penalty: 3057.213867
	Iteration 12Q: 3 clusters Score -1534571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1534635.375000 Penalty: 3057.213867
	Iteration 13Q: 3 clusters Score -1534635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1534665.500000 Penalty: 3057.213867
	Iteration 14Q: 3 clusters Score -1534666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1534679.500000 Penalty: 3057.213867
	Iteration 15Q: 3 clusters Score -1534680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1534683.875000 Penalty: 3057.213867
	Iteration 16Q: 3 clusters Score -1534684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1534690.125000 Penalty: 3057.213867
	Iteration 17Q: 3 clusters Score -1534690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1534689.500000 Penalty: 3057.213867
	Iteration 18Q: 3 clusters Score -1534690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1534689.500000 Penalty: 3057.213867
	Iteration 19F: 3 clusters Score -1534690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1271499.375000 Penalty: 1505.026001
	Iteration 0F: 2 clusters Score -1271499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1264003.000000 Penalty: 3010.052002
	Iteration 0F: 3 clusters Score -1264003 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1266580.375000 Penalty: 3010.052002
	Iteration 1F: 3 clusters Score -1266580 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1267064.000000 Penalty: 3010.052002
	Iteration 2F: 3 clusters Score -1267064 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1267669.000000 Penalty: 3010.052002
	Iteration 3F: 3 clusters Score -1267669 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1268402.875000 Penalty: 3010.052002
	Iteration 4F: 3 clusters Score -1268403 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1269171.625000 Penalty: 3010.052002
	Iteration 5F: 3 clusters Score -1269172 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1269792.875000 Penalty: 3010.052002
	Iteration 6F: 3 clusters Score -1269793 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1270245.875000 Penalty: 3010.052002
	Iteration 7F: 3 clusters Score -1270246 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1270526.750000 Penalty: 3010.052002
	Iteration 8Q: 3 clusters Score -1270527 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1270680.750000 Penalty: 3010.052002
	Iteration 9Q: 3 clusters Score -1270681 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1270769.000000 Penalty: 3010.052002
	Iteration 10Q: 3 clusters Score -1270769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1270818.875000 Penalty: 3010.052002
	Iteration 11Q: 3 clusters Score -1270819 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1270853.375000 Penalty: 3010.052002
	Iteration 12Q: 3 clusters Score -1270853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1270877.750000 Penalty: 3010.052002
	Iteration 13Q: 3 clusters Score -1270878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1270898.750000 Penalty: 3010.052002
	Iteration 14Q: 3 clusters Score -1270899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1270910.125000 Penalty: 3010.052002
	Iteration 15Q: 3 clusters Score -1270910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1270921.500000 Penalty: 3010.052002
	Iteration 16Q: 3 clusters Score -1270922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1270925.375000 Penalty: 3010.052002
	Iteration 17Q: 3 clusters Score -1270925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1270933.000000 Penalty: 3010.052002
	Iteration 18Q: 3 clusters Score -1270933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1270940.250000 Penalty: 3010.052002
	Iteration 19Q: 3 clusters Score -1270940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1270947.750000 Penalty: 3010.052002
	Iteration 20F: 3 clusters Score -1270948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1270944.625000 Penalty: 3010.052002
	Iteration 21Q: 3 clusters Score -1270945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1270950.750000 Penalty: 3010.052002
	Iteration 22Q: 3 clusters Score -1270951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1270955.750000 Penalty: 3010.052002
	Iteration 23Q: 3 clusters Score -1270956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1270958.625000 Penalty: 3010.052002
	Iteration 24Q: 3 clusters Score -1270959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1270962.500000 Penalty: 3010.052002
	Iteration 25Q: 3 clusters Score -1270962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1270965.000000 Penalty: 3010.052002
	Iteration 26Q: 3 clusters Score -1270965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1270967.250000 Penalty: 3010.052002
	Iteration 27Q: 3 clusters Score -1270967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1270970.375000 Penalty: 3010.052002
	Iteration 28Q: 3 clusters Score -1270970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1270972.000000 Penalty: 3010.052002
	Iteration 29Q: 3 clusters Score -1270972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1270974.125000 Penalty: 3010.052002
	Iteration 30Q: 3 clusters Score -1270974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1270971.250000 Penalty: 3010.052002
	Iteration 31Q: 3 clusters Score -1270971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1270970.250000 Penalty: 3010.052002
	Iteration 32Q: 3 clusters Score -1270970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1270972.500000 Penalty: 3010.052002
	Iteration 33Q: 3 clusters Score -1270972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1270972.500000 Penalty: 3010.052002
	Iteration 34F: 3 clusters Score -1270972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -278283.031250 Penalty: 1257.149902
	Iteration 0F: 2 clusters Score -278283 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 1146 members 
Entering Unmasked Estep 
Score: -276017.593750 Penalty: 2514.299805
	Iteration 0F: 3 clusters Score -276017.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276506.812500 Penalty: 2514.299805
	Iteration 1F: 3 clusters Score -276506.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276629.437500 Penalty: 2514.299805
	Iteration 2F: 3 clusters Score -276629.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -276706.750000 Penalty: 2514.299805
	Iteration 3Q: 3 clusters Score -276706.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -276749.468750 Penalty: 2514.299805
	Iteration 4Q: 3 clusters Score -276749.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -276774.187500 Penalty: 2514.299805
	Iteration 5Q: 3 clusters Score -276774.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -276787.468750 Penalty: 2514.299805
	Iteration 6Q: 3 clusters Score -276787.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276794.218750 Penalty: 2514.299805
	Iteration 7Q: 3 clusters Score -276794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -276798.500000 Penalty: 2514.299805
	Iteration 8Q: 3 clusters Score -276798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276802.593750 Penalty: 2514.299805
	Iteration 9Q: 3 clusters Score -276802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -276804.906250 Penalty: 2514.299805
	Iteration 10Q: 3 clusters Score -276804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -276806.875000 Penalty: 2514.299805
	Iteration 11Q: 3 clusters Score -276806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -276809.250000 Penalty: 2514.299805
	Iteration 12Q: 3 clusters Score -276809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -276811.187500 Penalty: 2514.299805
	Iteration 13Q: 3 clusters Score -276811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276813.718750 Penalty: 2514.299805
	Iteration 14Q: 3 clusters Score -276813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -276814.500000 Penalty: 2514.299805
	Iteration 15Q: 3 clusters Score -276814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -276815.125000 Penalty: 2514.299805
	Iteration 16Q: 3 clusters Score -276815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -276815.750000 Penalty: 2514.299805
	Iteration 17Q: 3 clusters Score -276815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -276816.093750 Penalty: 2514.299805
	Iteration 18Q: 3 clusters Score -276816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -276816.093750 Penalty: 2514.299805
	Iteration 19F: 3 clusters Score -276816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -833067.875000 Penalty: 1433.219604
	Iteration 0F: 2 clusters Score -833067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -827970.000000 Penalty: 2866.439209
	Iteration 0F: 3 clusters Score -827970 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -829481.000000 Penalty: 2866.439209
	Iteration 1F: 3 clusters Score -829481 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -829646.875000 Penalty: 2866.439209
	Iteration 2F: 3 clusters Score -829646.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -829765.812500 Penalty: 2866.439209
	Iteration 3Q: 3 clusters Score -829765.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -829884.500000 Penalty: 2866.439209
	Iteration 4Q: 3 clusters Score -829884.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -830016.937500 Penalty: 2866.439209
	Iteration 5Q: 3 clusters Score -830016.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -830163.875000 Penalty: 2866.439209
	Iteration 6Q: 3 clusters Score -830163.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -830351.250000 Penalty: 2866.439209
	Iteration 7Q: 3 clusters Score -830351.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -830577.062500 Penalty: 2866.439209
	Iteration 8Q: 3 clusters Score -830577.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -830827.375000 Penalty: 2866.439209
	Iteration 9F: 3 clusters Score -830827.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -831119.375000 Penalty: 2866.439209
	Iteration 10F: 3 clusters Score -831119.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -831415.812500 Penalty: 2866.439209
	Iteration 11F: 3 clusters Score -831415.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -831637.875000 Penalty: 2866.439209
	Iteration 12Q: 3 clusters Score -831637.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -831755.250000 Penalty: 2866.439209
	Iteration 13Q: 3 clusters Score -831755.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -831818.750000 Penalty: 2866.439209
	Iteration 14Q: 3 clusters Score -831818.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -831846.750000 Penalty: 2866.439209
	Iteration 15Q: 3 clusters Score -831846.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -831863.812500 Penalty: 2866.439209
	Iteration 16Q: 3 clusters Score -831863.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -831874.125000 Penalty: 2866.439209
	Iteration 17Q: 3 clusters Score -831874.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -831877.500000 Penalty: 2866.439209
	Iteration 18Q: 3 clusters Score -831877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -831882.125000 Penalty: 2866.439209
	Iteration 19Q: 3 clusters Score -831882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -831885.875000 Penalty: 2866.439209
	Iteration 20F: 3 clusters Score -831885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -831888.000000 Penalty: 2866.439209
	Iteration 21Q: 3 clusters Score -831888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -831889.812500 Penalty: 2866.439209
	Iteration 22Q: 3 clusters Score -831889.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -831891.062500 Penalty: 2866.439209
	Iteration 23Q: 3 clusters Score -831891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -831895.187500 Penalty: 2866.439209
	Iteration 24Q: 3 clusters Score -831895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -831895.500000 Penalty: 2866.439209
	Iteration 25Q: 3 clusters Score -831895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -831895.375000 Penalty: 2866.439209
	Iteration 26Q: 3 clusters Score -831895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -831895.937500 Penalty: 2866.439209
	Iteration 27Q: 3 clusters Score -831895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -831895.875000 Penalty: 2866.439209
	Iteration 28Q: 3 clusters Score -831895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -831895.875000 Penalty: 2866.439209
	Iteration 29F: 3 clusters Score -831895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Entering Unmasked Estep 
Score: -1063823.250000 Penalty: 1474.981445
	Iteration 0F: 2 clusters Score -1063823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1057521.875000 Penalty: 2949.962891
	Iteration 0F: 3 clusters Score -1057522 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1059502.750000 Penalty: 2949.962891
	Iteration 1F: 3 clusters Score -1059503 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1059742.500000 Penalty: 2949.962891
	Iteration 2F: 3 clusters Score -1059742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1059908.500000 Penalty: 2949.962891
	Iteration 3F: 3 clusters Score -1059908 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1060032.500000 Penalty: 2949.962891
	Iteration 4Q: 3 clusters Score -1060032 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1060134.625000 Penalty: 2949.962891
	Iteration 5Q: 3 clusters Score -1060135 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1060223.875000 Penalty: 2949.962891
	Iteration 6Q: 3 clusters Score -1060224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1060339.375000 Penalty: 2949.962891
	Iteration 7Q: 3 clusters Score -1060339 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1060482.125000 Penalty: 2949.962891
	Iteration 8Q: 3 clusters Score -1060482 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1060696.500000 Penalty: 2949.962891
	Iteration 9Q: 3 clusters Score -1060696 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1060999.125000 Penalty: 2949.962891
	Iteration 10F: 3 clusters Score -1060999 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1061372.125000 Penalty: 2949.962891
	Iteration 11F: 3 clusters Score -1061372 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1061746.875000 Penalty: 2949.962891
	Iteration 12F: 3 clusters Score -1061747 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1062091.125000 Penalty: 2949.962891
	Iteration 13Q: 3 clusters Score -1062091 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1062311.375000 Penalty: 2949.962891
	Iteration 14Q: 3 clusters Score -1062311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1062465.500000 Penalty: 2949.962891
	Iteration 15Q: 3 clusters Score -1062466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1062544.375000 Penalty: 2949.962891
	Iteration 16Q: 3 clusters Score -1062544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1062596.000000 Penalty: 2949.962891
	Iteration 17Q: 3 clusters Score -1062596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1062622.875000 Penalty: 2949.962891
	Iteration 18Q: 3 clusters Score -1062623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1062637.000000 Penalty: 2949.962891
	Iteration 19Q: 3 clusters Score -1062637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1062643.500000 Penalty: 2949.962891
	Iteration 20F: 3 clusters Score -1062644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1062653.500000 Penalty: 2949.962891
	Iteration 21Q: 3 clusters Score -1062654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1062658.375000 Penalty: 2949.962891
	Iteration 22Q: 3 clusters Score -1062658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1062660.125000 Penalty: 2949.962891
	Iteration 23Q: 3 clusters Score -1062660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1062661.750000 Penalty: 2949.962891
	Iteration 24Q: 3 clusters Score -1062662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1062663.625000 Penalty: 2949.962891
	Iteration 25Q: 3 clusters Score -1062664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1062665.250000 Penalty: 2949.962891
	Iteration 26Q: 3 clusters Score -1062665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1062666.250000 Penalty: 2949.962891
	Iteration 27Q: 3 clusters Score -1062666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1062665.375000 Penalty: 2949.962891
	Iteration 28Q: 3 clusters Score -1062665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1062666.125000 Penalty: 2949.962891
	Iteration 29Q: 3 clusters Score -1062666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1062668.625000 Penalty: 2949.962891
	Iteration 30Q: 3 clusters Score -1062669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1062668.375000 Penalty: 2949.962891
	Iteration 31Q: 3 clusters Score -1062668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1062668.375000 Penalty: 2949.962891
	Iteration 32F: 3 clusters Score -1062668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -573965.750000 Penalty: 1371.339966
	Iteration 0F: 2 clusters Score -573965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -570236.000000 Penalty: 2742.679932
	Iteration 0F: 3 clusters Score -570236 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -571230.187500 Penalty: 2742.679932
	Iteration 1F: 3 clusters Score -571230.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -571409.250000 Penalty: 2742.679932
	Iteration 2F: 3 clusters Score -571409.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -571536.562500 Penalty: 2742.679932
	Iteration 3F: 3 clusters Score -571536.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -571620.500000 Penalty: 2742.679932
	Iteration 4Q: 3 clusters Score -571620.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -571686.812500 Penalty: 2742.679932
	Iteration 5Q: 3 clusters Score -571686.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -571769.812500 Penalty: 2742.679932
	Iteration 6Q: 3 clusters Score -571769.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -571864.437500 Penalty: 2742.679932
	Iteration 7Q: 3 clusters Score -571864.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -571933.250000 Penalty: 2742.679932
	Iteration 8Q: 3 clusters Score -571933.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -571998.250000 Penalty: 2742.679932
	Iteration 9Q: 3 clusters Score -571998.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -572063.500000 Penalty: 2742.679932
	Iteration 10Q: 3 clusters Score -572063.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -572124.750000 Penalty: 2742.679932
	Iteration 11Q: 3 clusters Score -572124.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -572185.750000 Penalty: 2742.679932
	Iteration 12Q: 3 clusters Score -572185.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -572241.250000 Penalty: 2742.679932
	Iteration 13Q: 3 clusters Score -572241.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -572291.937500 Penalty: 2742.679932
	Iteration 14Q: 3 clusters Score -572291.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -572349.125000 Penalty: 2742.679932
	Iteration 15Q: 3 clusters Score -572349.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -572412.687500 Penalty: 2742.679932
	Iteration 16Q: 3 clusters Score -572412.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -572460.187500 Penalty: 2742.679932
	Iteration 17Q: 3 clusters Score -572460.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -572498.437500 Penalty: 2742.679932
	Iteration 18Q: 3 clusters Score -572498.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -572523.250000 Penalty: 2742.679932
	Iteration 19Q: 3 clusters Score -572523.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -572539.625000 Penalty: 2742.679932
	Iteration 20F: 3 clusters Score -572539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -572547.375000 Penalty: 2742.679932
	Iteration 21Q: 3 clusters Score -572547.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -572556.500000 Penalty: 2742.679932
	Iteration 22Q: 3 clusters Score -572556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -572565.687500 Penalty: 2742.679932
	Iteration 23Q: 3 clusters Score -572565.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -572570.125000 Penalty: 2742.679932
	Iteration 24Q: 3 clusters Score -572570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -572574.500000 Penalty: 2742.679932
	Iteration 25Q: 3 clusters Score -572574.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -572578.625000 Penalty: 2742.679932
	Iteration 26Q: 3 clusters Score -572578.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -572581.562500 Penalty: 2742.679932
	Iteration 27Q: 3 clusters Score -572581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -572587.000000 Penalty: 2742.679932
	Iteration 28Q: 3 clusters Score -572587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -572590.312500 Penalty: 2742.679932
	Iteration 29Q: 3 clusters Score -572590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -572590.625000 Penalty: 2742.679932
	Iteration 30Q: 3 clusters Score -572590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -572592.375000 Penalty: 2742.679932
	Iteration 31Q: 3 clusters Score -572592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -572593.000000 Penalty: 2742.679932
	Iteration 32Q: 3 clusters Score -572593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -572593.000000 Penalty: 2742.679932
	Iteration 33F: 3 clusters Score -572593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16565.216797 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16565.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16619.087891 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16619.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16625.740234 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16625.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16625.740234 Penalty: 1539.264526
	Iteration 3F: 3 clusters Score -16625.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 23408 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 12386 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139739 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12171 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439012.000000 Penalty: 36308.777344
Iteration 239Q: 19 clusters Score -2.943901e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 23408 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 12384 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139711 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 12200 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8754 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439040.000000 Penalty: 36308.777344
Iteration 240F: 19 clusters Score -2.943904e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14087 members 
Mstep: Class 3 contains 23409 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 12380 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139688 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8758 members 
Mstep: Class 19 contains 4628 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439062.000000 Penalty: 36308.777344
Iteration 241Q: 19 clusters Score -2.943906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14082 members 
Mstep: Class 3 contains 23409 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 12378 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139668 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 12254 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8758 members 
Mstep: Class 19 contains 4630 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439090.000000 Penalty: 36308.777344
Iteration 242Q: 19 clusters Score -2.943909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14079 members 
Mstep: Class 3 contains 23410 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139663 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1825 members 
Mstep: Class 12 contains 12266 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 4630 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439060.000000 Penalty: 36308.777344
Iteration 243Q: 19 clusters Score -2.943906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14074 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139653 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1824 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8757 members 
Mstep: Class 19 contains 4629 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439090.000000 Penalty: 36308.777344
Iteration 244Q: 19 clusters Score -2.943909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 23414 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139639 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12291 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 4629 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439130.000000 Penalty: 36308.777344
Iteration 245Q: 19 clusters Score -2.943913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14066 members 
Mstep: Class 3 contains 23416 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12377 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139627 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8767 members 
Mstep: Class 19 contains 4628 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439132.000000 Penalty: 36308.777344
Iteration 246Q: 19 clusters Score -2.943913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14061 members 
Mstep: Class 3 contains 23417 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139628 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12301 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439146.000000 Penalty: 36308.777344
Iteration 247Q: 19 clusters Score -2.943915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 23418 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139628 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 14 contains 10531 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439154.000000 Penalty: 36308.777344
Iteration 248Q: 19 clusters Score -2.943915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14056 members 
Mstep: Class 3 contains 23419 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139627 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12309 members 
Mstep: Class 14 contains 10531 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439158.000000 Penalty: 36308.777344
Iteration 249Q: 19 clusters Score -2.943916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14055 members 
Mstep: Class 3 contains 23420 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139624 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12314 members 
Mstep: Class 14 contains 10530 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439158.000000 Penalty: 36308.777344
Iteration 250Q: 19 clusters Score -2.943916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 23423 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139620 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12316 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439164.000000 Penalty: 36308.777344
Iteration 251Q: 19 clusters Score -2.943916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139619 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12319 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439178.000000 Penalty: 36308.777344
Iteration 252Q: 19 clusters Score -2.943918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139618 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12322 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439182.000000 Penalty: 36308.777344
Iteration 253Q: 19 clusters Score -2.943918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139617 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439186.000000 Penalty: 36308.777344
Iteration 254Q: 19 clusters Score -2.943919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14046 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139617 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439182.000000 Penalty: 36308.777344
Iteration 255Q: 19 clusters Score -2.943918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14043 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139614 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12327 members 
Mstep: Class 14 contains 10529 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439176.000000 Penalty: 36308.777344
Iteration 256Q: 19 clusters Score -2.943918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139611 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4628 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439170.000000 Penalty: 36308.777344
Iteration 257Q: 19 clusters Score -2.943917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139607 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12334 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8775 members 
Mstep: Class 19 contains 4629 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439170.000000 Penalty: 36308.777344
Iteration 258Q: 19 clusters Score -2.943917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139605 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12335 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439176.000000 Penalty: 36308.777344
Iteration 259Q: 19 clusters Score -2.943918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139603 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439172.000000 Penalty: 36308.777344
Iteration 260F: 19 clusters Score -2.943917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139599 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439176.000000 Penalty: 36308.777344
Iteration 261Q: 19 clusters Score -2.943918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139600 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12343 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439172.000000 Penalty: 36308.777344
Iteration 262Q: 19 clusters Score -2.943917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139597 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439178.000000 Penalty: 36308.777344
Iteration 263Q: 19 clusters Score -2.943918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23423 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139597 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12347 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439176.000000 Penalty: 36308.777344
Iteration 264Q: 19 clusters Score -2.943918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139595 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12350 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439194.000000 Penalty: 36308.777344
Iteration 265Q: 19 clusters Score -2.943919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139590 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12355 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439178.000000 Penalty: 36308.777344
Iteration 266Q: 19 clusters Score -2.943918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139585 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12360 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439170.000000 Penalty: 36308.777344
Iteration 267Q: 19 clusters Score -2.943917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139581 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439164.000000 Penalty: 36308.777344
Iteration 268Q: 19 clusters Score -2.943916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139579 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8770 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439170.000000 Penalty: 36308.777344
Iteration 269Q: 19 clusters Score -2.943917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139577 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439182.000000 Penalty: 36308.777344
Iteration 270Q: 19 clusters Score -2.943918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 23424 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139580 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439182.000000 Penalty: 36308.777344
Iteration 271Q: 19 clusters Score -2.943918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139580 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8767 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439160.000000 Penalty: 36308.777344
Iteration 272Q: 19 clusters Score -2.943916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139580 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439156.000000 Penalty: 36308.777344
Iteration 273Q: 19 clusters Score -2.943916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139581 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8771 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439154.000000 Penalty: 36308.777344
Iteration 274Q: 19 clusters Score -2.943915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139581 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439156.000000 Penalty: 36308.777344
Iteration 275Q: 19 clusters Score -2.943916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 12375 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 139581 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 12370 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439156.000000 Penalty: 36308.777344
Iteration 276F: 19 clusters Score -2.943916e+07 nChanged 0
Entering ConstructFrom: 
Score: -29439156.000000 Penalty: 36308.777344
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -226548.625000 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -226548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -224481.937500 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -224481.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224879.781250 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -224879.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -224973.328125 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -224973.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225023.312500 Penalty: 2463.893066
	Iteration 3Q: 3 clusters Score -225023.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -225059.562500 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -225059.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -225079.234375 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -225079.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -225092.640625 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -225092.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -225105.500000 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -225105.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225115.187500 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -225115.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225119.281250 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -225119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -225123.718750 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -225123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225126.750000 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -225126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225128.218750 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -225128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225130.453125 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -225130.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -225135.359375 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -225135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -225138.281250 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -225138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -225141.781250 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -225141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -225144.156250 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -225144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -225147.343750 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -225147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -225149.984375 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -225150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -225151.453125 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -225151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -225151.718750 Penalty: 2463.893066
	Iteration 21Q: 3 clusters Score -225151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -225152.921875 Penalty: 2463.893066
	Iteration 22Q: 3 clusters Score -225152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -225153.375000 Penalty: 2463.893066
	Iteration 23Q: 3 clusters Score -225153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225153.718750 Penalty: 2463.893066
	Iteration 24Q: 3 clusters Score -225153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225153.718750 Penalty: 2463.893066
	Iteration 25F: 3 clusters Score -225153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1638164.250000 Penalty: 1551.739624
	Iteration 0F: 2 clusters Score -1638164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1628480.500000 Penalty: 3103.479248
	Iteration 0F: 3 clusters Score -1628480 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1631945.625000 Penalty: 3103.479248
	Iteration 1F: 3 clusters Score -1631946 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1632402.000000 Penalty: 3103.479248
	Iteration 2F: 3 clusters Score -1632402 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1632867.625000 Penalty: 3103.479248
	Iteration 3F: 3 clusters Score -1632868 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1633350.000000 Penalty: 3103.479248
	Iteration 4F: 3 clusters Score -1633350 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1633852.375000 Penalty: 3103.479248
	Iteration 5F: 3 clusters Score -1633852 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1634362.750000 Penalty: 3103.479248
	Iteration 6F: 3 clusters Score -1634363 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1634812.500000 Penalty: 3103.479248
	Iteration 7Q: 3 clusters Score -1634812 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1635258.875000 Penalty: 3103.479248
	Iteration 8Q: 3 clusters Score -1635259 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1635606.250000 Penalty: 3103.479248
	Iteration 9Q: 3 clusters Score -1635606 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1635873.125000 Penalty: 3103.479248
	Iteration 10Q: 3 clusters Score -1635873 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1636120.250000 Penalty: 3103.479248
	Iteration 11Q: 3 clusters Score -1636120 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1636318.500000 Penalty: 3103.479248
	Iteration 12Q: 3 clusters Score -1636318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1636457.625000 Penalty: 3103.479248
	Iteration 13Q: 3 clusters Score -1636458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1636565.750000 Penalty: 3103.479248
	Iteration 14Q: 3 clusters Score -1636566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1636644.125000 Penalty: 3103.479248
	Iteration 15Q: 3 clusters Score -1636644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1636695.125000 Penalty: 3103.479248
	Iteration 16Q: 3 clusters Score -1636695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1636733.750000 Penalty: 3103.479248
	Iteration 17Q: 3 clusters Score -1636734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1636763.750000 Penalty: 3103.479248
	Iteration 18Q: 3 clusters Score -1636764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1636783.750000 Penalty: 3103.479248
	Iteration 19Q: 3 clusters Score -1636784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1636799.625000 Penalty: 3103.479248
	Iteration 20F: 3 clusters Score -1636800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1636814.125000 Penalty: 3103.479248
	Iteration 21Q: 3 clusters Score -1636814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1636826.125000 Penalty: 3103.479248
	Iteration 22Q: 3 clusters Score -1636826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1636834.625000 Penalty: 3103.479248
	Iteration 23Q: 3 clusters Score -1636835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1636840.125000 Penalty: 3103.479248
	Iteration 24Q: 3 clusters Score -1636840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1636844.875000 Penalty: 3103.479248
	Iteration 25Q: 3 clusters Score -1636845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1636847.500000 Penalty: 3103.479248
	Iteration 26Q: 3 clusters Score -1636848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1636852.875000 Penalty: 3103.479248
	Iteration 27Q: 3 clusters Score -1636853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1636857.250000 Penalty: 3103.479248
	Iteration 28Q: 3 clusters Score -1636857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1636861.500000 Penalty: 3103.479248
	Iteration 29Q: 3 clusters Score -1636862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1636863.625000 Penalty: 3103.479248
	Iteration 30Q: 3 clusters Score -1636864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1636864.000000 Penalty: 3103.479248
	Iteration 31Q: 3 clusters Score -1636864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1636866.250000 Penalty: 3103.479248
	Iteration 32Q: 3 clusters Score -1636866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1636869.250000 Penalty: 3103.479248
	Iteration 33Q: 3 clusters Score -1636869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1636870.375000 Penalty: 3103.479248
	Iteration 34Q: 3 clusters Score -1636870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1636872.875000 Penalty: 3103.479248
	Iteration 35Q: 3 clusters Score -1636873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1636874.625000 Penalty: 3103.479248
	Iteration 36Q: 3 clusters Score -1636875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1636876.625000 Penalty: 3103.479248
	Iteration 37Q: 3 clusters Score -1636877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1636878.750000 Penalty: 3103.479248
	Iteration 38Q: 3 clusters Score -1636879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1636882.500000 Penalty: 3103.479248
	Iteration 39Q: 3 clusters Score -1636882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1636886.875000 Penalty: 3103.479248
	Iteration 40F: 3 clusters Score -1636887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1636889.000000 Penalty: 3103.479248
	Iteration 41Q: 3 clusters Score -1636889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1636888.750000 Penalty: 3103.479248
	Iteration 42Q: 3 clusters Score -1636889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1636891.750000 Penalty: 3103.479248
	Iteration 43Q: 3 clusters Score -1636892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1636892.000000 Penalty: 3103.479248
	Iteration 44Q: 3 clusters Score -1636892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1636894.500000 Penalty: 3103.479248
	Iteration 45Q: 3 clusters Score -1636894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1636893.750000 Penalty: 3103.479248
	Iteration 46Q: 3 clusters Score -1636894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1636893.500000 Penalty: 3103.479248
	Iteration 47Q: 3 clusters Score -1636894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1636896.000000 Penalty: 3103.479248
	Iteration 48Q: 3 clusters Score -1636896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1636895.125000 Penalty: 3103.479248
	Iteration 49Q: 3 clusters Score -1636895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1636896.875000 Penalty: 3103.479248
	Iteration 50Q: 3 clusters Score -1636897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1636899.625000 Penalty: 3103.479248
	Iteration 51Q: 3 clusters Score -1636900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1636898.625000 Penalty: 3103.479248
	Iteration 52Q: 3 clusters Score -1636899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1636899.625000 Penalty: 3103.479248
	Iteration 53Q: 3 clusters Score -1636900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1636899.625000 Penalty: 3103.479248
	Iteration 54F: 3 clusters Score -1636900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Entering Unmasked Estep 
Score: -2856165.000000 Penalty: 1635.003296
	Iteration 0F: 2 clusters Score -2856165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2840311.500000 Penalty: 3270.006592
	Iteration 0F: 3 clusters Score -2840312 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2846026.750000 Penalty: 3270.006592
	Iteration 1F: 3 clusters Score -2846027 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2846337.250000 Penalty: 3270.006592
	Iteration 2Q: 3 clusters Score -2846337 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2846652.000000 Penalty: 3270.006592
	Iteration 3Q: 3 clusters Score -2846652 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2846959.750000 Penalty: 3270.006592
	Iteration 4Q: 3 clusters Score -2846960 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2847317.000000 Penalty: 3270.006592
	Iteration 5Q: 3 clusters Score -2847317 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2847759.250000 Penalty: 3270.006592
	Iteration 6Q: 3 clusters Score -2847759 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2848439.750000 Penalty: 3270.006592
	Iteration 7F: 3 clusters Score -2848440 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2849352.750000 Penalty: 3270.006592
	Iteration 8F: 3 clusters Score -2849353 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2850541.000000 Penalty: 3270.006592
	Iteration 9F: 3 clusters Score -2850541 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2851708.000000 Penalty: 3270.006592
	Iteration 10F: 3 clusters Score -2851708 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2852473.250000 Penalty: 3270.006592
	Iteration 11Q: 3 clusters Score -2852473 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2852933.000000 Penalty: 3270.006592
	Iteration 12Q: 3 clusters Score -2852933 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2853201.250000 Penalty: 3270.006592
	Iteration 13Q: 3 clusters Score -2853201 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2853428.000000 Penalty: 3270.006592
	Iteration 14Q: 3 clusters Score -2853428 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2853618.250000 Penalty: 3270.006592
	Iteration 15Q: 3 clusters Score -2853618 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2853745.000000 Penalty: 3270.006592
	Iteration 16Q: 3 clusters Score -2853745 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2853820.500000 Penalty: 3270.006592
	Iteration 17Q: 3 clusters Score -2853820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2853867.000000 Penalty: 3270.006592
	Iteration 18Q: 3 clusters Score -2853867 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2853920.750000 Penalty: 3270.006592
	Iteration 19Q: 3 clusters Score -2853921 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2853958.250000 Penalty: 3270.006592
	Iteration 20F: 3 clusters Score -2853958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2853979.500000 Penalty: 3270.006592
	Iteration 21Q: 3 clusters Score -2853980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2853995.000000 Penalty: 3270.006592
	Iteration 22Q: 3 clusters Score -2853995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2854011.750000 Penalty: 3270.006592
	Iteration 23Q: 3 clusters Score -2854012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2854011.250000 Penalty: 3270.006592
	Iteration 24Q: 3 clusters Score -2854011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2854020.000000 Penalty: 3270.006592
	Iteration 25Q: 3 clusters Score -2854020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2854027.250000 Penalty: 3270.006592
	Iteration 26Q: 3 clusters Score -2854027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2854023.500000 Penalty: 3270.006592
	Iteration 27Q: 3 clusters Score -2854024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2854020.250000 Penalty: 3270.006592
	Iteration 28Q: 3 clusters Score -2854020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2854025.500000 Penalty: 3270.006592
	Iteration 29Q: 3 clusters Score -2854026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2854035.500000 Penalty: 3270.006592
	Iteration 30Q: 3 clusters Score -2854036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2854039.500000 Penalty: 3270.006592
	Iteration 31Q: 3 clusters Score -2854040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2854039.750000 Penalty: 3270.006592
	Iteration 32Q: 3 clusters Score -2854040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2854042.500000 Penalty: 3270.006592
	Iteration 33Q: 3 clusters Score -2854042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2854043.250000 Penalty: 3270.006592
	Iteration 34Q: 3 clusters Score -2854043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2854046.000000 Penalty: 3270.006592
	Iteration 35Q: 3 clusters Score -2854046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2854045.750000 Penalty: 3270.006592
	Iteration 36Q: 3 clusters Score -2854046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2854044.500000 Penalty: 3270.006592
	Iteration 37Q: 3 clusters Score -2854044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2854048.250000 Penalty: 3270.006592
	Iteration 38Q: 3 clusters Score -2854048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2854050.250000 Penalty: 3270.006592
	Iteration 39Q: 3 clusters Score -2854050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2854054.500000 Penalty: 3270.006592
	Iteration 40F: 3 clusters Score -2854054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2854054.000000 Penalty: 3270.006592
	Iteration 41Q: 3 clusters Score -2854054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2854047.000000 Penalty: 3270.006592
	Iteration 42Q: 3 clusters Score -2854047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2854052.000000 Penalty: 3270.006592
	Iteration 43Q: 3 clusters Score -2854052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2854054.000000 Penalty: 3270.006592
	Iteration 44Q: 3 clusters Score -2854054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2854059.000000 Penalty: 3270.006592
	Iteration 45Q: 3 clusters Score -2854059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2854056.500000 Penalty: 3270.006592
	Iteration 46Q: 3 clusters Score -2854056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2854061.250000 Penalty: 3270.006592
	Iteration 47Q: 3 clusters Score -2854061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2854068.500000 Penalty: 3270.006592
	Iteration 48Q: 3 clusters Score -2854068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2854064.750000 Penalty: 3270.006592
	Iteration 49Q: 3 clusters Score -2854065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2854067.250000 Penalty: 3270.006592
	Iteration 50Q: 3 clusters Score -2854067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2854063.000000 Penalty: 3270.006592
	Iteration 51Q: 3 clusters Score -2854063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2854067.500000 Penalty: 3270.006592
	Iteration 52Q: 3 clusters Score -2854068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2854072.000000 Penalty: 3270.006592
	Iteration 53Q: 3 clusters Score -2854072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2854064.500000 Penalty: 3270.006592
	Iteration 54Q: 3 clusters Score -2854064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2854068.250000 Penalty: 3270.006592
	Iteration 55Q: 3 clusters Score -2854068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2854064.250000 Penalty: 3270.006592
	Iteration 56Q: 3 clusters Score -2854064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2854060.000000 Penalty: 3270.006592
	Iteration 57Q: 3 clusters Score -2854060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2854058.750000 Penalty: 3270.006592
	Iteration 58Q: 3 clusters Score -2854059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2854055.250000 Penalty: 3270.006592
	Iteration 59Q: 3 clusters Score -2854055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2854056.250000 Penalty: 3270.006592
	Iteration 60F: 3 clusters Score -2854056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2854061.000000 Penalty: 3270.006592
	Iteration 61Q: 3 clusters Score -2854061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2854063.500000 Penalty: 3270.006592
	Iteration 62Q: 3 clusters Score -2854064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2854061.250000 Penalty: 3270.006592
	Iteration 63Q: 3 clusters Score -2854061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2854060.250000 Penalty: 3270.006592
	Iteration 64Q: 3 clusters Score -2854060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2854063.750000 Penalty: 3270.006592
	Iteration 65Q: 3 clusters Score -2854064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2854063.250000 Penalty: 3270.006592
	Iteration 66Q: 3 clusters Score -2854063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2854060.750000 Penalty: 3270.006592
	Iteration 67Q: 3 clusters Score -2854061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2854063.750000 Penalty: 3270.006592
	Iteration 68Q: 3 clusters Score -2854064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2854064.000000 Penalty: 3270.006592
	Iteration 69Q: 3 clusters Score -2854064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2854065.750000 Penalty: 3270.006592
	Iteration 70Q: 3 clusters Score -2854066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2854069.750000 Penalty: 3270.006592
	Iteration 71Q: 3 clusters Score -2854070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2854070.500000 Penalty: 3270.006592
	Iteration 72Q: 3 clusters Score -2854070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2854065.750000 Penalty: 3270.006592
	Iteration 73Q: 3 clusters Score -2854066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2854068.500000 Penalty: 3270.006592
	Iteration 74Q: 3 clusters Score -2854068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2854066.750000 Penalty: 3270.006592
	Iteration 75Q: 3 clusters Score -2854067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2854066.750000 Penalty: 3270.006592
	Iteration 76Q: 3 clusters Score -2854067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2854063.500000 Penalty: 3270.006592
	Iteration 77Q: 3 clusters Score -2854064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2854068.250000 Penalty: 3270.006592
	Iteration 78Q: 3 clusters Score -2854068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2854069.500000 Penalty: 3270.006592
	Iteration 79Q: 3 clusters Score -2854070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2854069.500000 Penalty: 3270.006592
	Iteration 80F: 3 clusters Score -2854070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -302926.937500 Penalty: 1268.323364
	Iteration 0F: 2 clusters Score -302926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -300585.062500 Penalty: 2536.646729
	Iteration 0F: 3 clusters Score -300585.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -301061.343750 Penalty: 2536.646729
	Iteration 1F: 3 clusters Score -301061.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301179.906250 Penalty: 2536.646729
	Iteration 2F: 3 clusters Score -301179.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301248.531250 Penalty: 2536.646729
	Iteration 3F: 3 clusters Score -301248.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -301300.906250 Penalty: 2536.646729
	Iteration 4Q: 3 clusters Score -301300.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -301329.562500 Penalty: 2536.646729
	Iteration 5Q: 3 clusters Score -301329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -301351.531250 Penalty: 2536.646729
	Iteration 6Q: 3 clusters Score -301351.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301367.625000 Penalty: 2536.646729
	Iteration 7Q: 3 clusters Score -301367.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -301380.531250 Penalty: 2536.646729
	Iteration 8Q: 3 clusters Score -301380.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -301389.406250 Penalty: 2536.646729
	Iteration 9Q: 3 clusters Score -301389.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -301399.625000 Penalty: 2536.646729
	Iteration 10Q: 3 clusters Score -301399.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -301406.718750 Penalty: 2536.646729
	Iteration 11Q: 3 clusters Score -301406.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -301411.593750 Penalty: 2536.646729
	Iteration 12Q: 3 clusters Score -301411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -301415.906250 Penalty: 2536.646729
	Iteration 13Q: 3 clusters Score -301415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -301417.218750 Penalty: 2536.646729
	Iteration 14Q: 3 clusters Score -301417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -301420.000000 Penalty: 2536.646729
	Iteration 15Q: 3 clusters Score -301420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -301421.562500 Penalty: 2536.646729
	Iteration 16Q: 3 clusters Score -301421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -301422.937500 Penalty: 2536.646729
	Iteration 17Q: 3 clusters Score -301422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301425.781250 Penalty: 2536.646729
	Iteration 18Q: 3 clusters Score -301425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -301427.937500 Penalty: 2536.646729
	Iteration 19Q: 3 clusters Score -301427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -301430.187500 Penalty: 2536.646729
	Iteration 20F: 3 clusters Score -301430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -301433.781250 Penalty: 2536.646729
	Iteration 21Q: 3 clusters Score -301433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301435.937500 Penalty: 2536.646729
	Iteration 22Q: 3 clusters Score -301435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -301436.781250 Penalty: 2536.646729
	Iteration 23Q: 3 clusters Score -301436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -301437.187500 Penalty: 2536.646729
	Iteration 24Q: 3 clusters Score -301437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -301437.656250 Penalty: 2536.646729
	Iteration 25Q: 3 clusters Score -301437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -301437.218750 Penalty: 2536.646729
	Iteration 26Q: 3 clusters Score -301437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -301437.562500 Penalty: 2536.646729
	Iteration 27Q: 3 clusters Score -301437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -301437.562500 Penalty: 2536.646729
	Iteration 28F: 3 clusters Score -301437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Entering Unmasked Estep 
Score: -1524045.750000 Penalty: 1531.307861
	Iteration 0F: 2 clusters Score -1524046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1515371.750000 Penalty: 3062.615723
	Iteration 0F: 3 clusters Score -1515372 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1518283.375000 Penalty: 3062.615723
	Iteration 1F: 3 clusters Score -1518283 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1518626.500000 Penalty: 3062.615723
	Iteration 2F: 3 clusters Score -1518626 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1518901.000000 Penalty: 3062.615723
	Iteration 3F: 3 clusters Score -1518901 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1519189.625000 Penalty: 3062.615723
	Iteration 4Q: 3 clusters Score -1519190 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1519501.125000 Penalty: 3062.615723
	Iteration 5Q: 3 clusters Score -1519501 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1519914.750000 Penalty: 3062.615723
	Iteration 6F: 3 clusters Score -1519915 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1520403.875000 Penalty: 3062.615723
	Iteration 7F: 3 clusters Score -1520404 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1520907.500000 Penalty: 3062.615723
	Iteration 8Q: 3 clusters Score -1520908 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1521376.750000 Penalty: 3062.615723
	Iteration 9Q: 3 clusters Score -1521377 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1521747.875000 Penalty: 3062.615723
	Iteration 10Q: 3 clusters Score -1521748 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1522044.750000 Penalty: 3062.615723
	Iteration 11Q: 3 clusters Score -1522045 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1522258.750000 Penalty: 3062.615723
	Iteration 12Q: 3 clusters Score -1522259 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1522428.875000 Penalty: 3062.615723
	Iteration 13Q: 3 clusters Score -1522429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1522520.500000 Penalty: 3062.615723
	Iteration 14Q: 3 clusters Score -1522520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1522606.250000 Penalty: 3062.615723
	Iteration 15Q: 3 clusters Score -1522606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1522662.625000 Penalty: 3062.615723
	Iteration 16Q: 3 clusters Score -1522663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1522712.750000 Penalty: 3062.615723
	Iteration 17Q: 3 clusters Score -1522713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1522748.875000 Penalty: 3062.615723
	Iteration 18Q: 3 clusters Score -1522749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1522765.375000 Penalty: 3062.615723
	Iteration 19Q: 3 clusters Score -1522765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1522776.875000 Penalty: 3062.615723
	Iteration 20F: 3 clusters Score -1522777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1522785.250000 Penalty: 3062.615723
	Iteration 21Q: 3 clusters Score -1522785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1522789.500000 Penalty: 3062.615723
	Iteration 22Q: 3 clusters Score -1522790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1522796.125000 Penalty: 3062.615723
	Iteration 23Q: 3 clusters Score -1522796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1522800.500000 Penalty: 3062.615723
	Iteration 24Q: 3 clusters Score -1522800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1522815.000000 Penalty: 3062.615723
	Iteration 25Q: 3 clusters Score -1522815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1522819.875000 Penalty: 3062.615723
	Iteration 26Q: 3 clusters Score -1522820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1522824.250000 Penalty: 3062.615723
	Iteration 27Q: 3 clusters Score -1522824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1522831.250000 Penalty: 3062.615723
	Iteration 28Q: 3 clusters Score -1522831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1522833.375000 Penalty: 3062.615723
	Iteration 29Q: 3 clusters Score -1522833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1522839.750000 Penalty: 3062.615723
	Iteration 30Q: 3 clusters Score -1522840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1522843.125000 Penalty: 3062.615723
	Iteration 31Q: 3 clusters Score -1522843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1522845.250000 Penalty: 3062.615723
	Iteration 32Q: 3 clusters Score -1522845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1522845.875000 Penalty: 3062.615723
	Iteration 33Q: 3 clusters Score -1522846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1522845.000000 Penalty: 3062.615723
	Iteration 34Q: 3 clusters Score -1522845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1522845.000000 Penalty: 3062.615723
	Iteration 35F: 3 clusters Score -1522845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -44386.761719 Penalty: 988.731140
	Iteration 0F: 2 clusters Score -44386.76 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 217 members 
Entering Unmasked Estep 
Score: -43414.730469 Penalty: 1977.462280
	Iteration 0F: 3 clusters Score -43414.73 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43562.800781 Penalty: 1977.462280
	Iteration 1F: 3 clusters Score -43562.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43617.609375 Penalty: 1977.462280
	Iteration 2F: 3 clusters Score -43617.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43643.691406 Penalty: 1977.462280
	Iteration 3Q: 3 clusters Score -43643.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43654.601562 Penalty: 1977.462280
	Iteration 4Q: 3 clusters Score -43654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43659.730469 Penalty: 1977.462280
	Iteration 5Q: 3 clusters Score -43659.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43661.738281 Penalty: 1977.462280
	Iteration 6Q: 3 clusters Score -43661.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43672.050781 Penalty: 1977.462280
	Iteration 7Q: 3 clusters Score -43672.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43680.621094 Penalty: 1977.462280
	Iteration 8Q: 3 clusters Score -43680.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43684.390625 Penalty: 1977.462280
	Iteration 9Q: 3 clusters Score -43684.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43696.464844 Penalty: 1977.462280
	Iteration 10Q: 3 clusters Score -43696.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43702.292969 Penalty: 1977.462280
	Iteration 11Q: 3 clusters Score -43702.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43707.589844 Penalty: 1977.462280
	Iteration 12Q: 3 clusters Score -43707.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43711.437500 Penalty: 1977.462280
	Iteration 13Q: 3 clusters Score -43711.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43714.480469 Penalty: 1977.462280
	Iteration 14Q: 3 clusters Score -43714.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43722.945312 Penalty: 1977.462280
	Iteration 15Q: 3 clusters Score -43722.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43723.351562 Penalty: 1977.462280
	Iteration 16Q: 3 clusters Score -43723.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43724.140625 Penalty: 1977.462280
	Iteration 17Q: 3 clusters Score -43724.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43729.777344 Penalty: 1977.462280
	Iteration 18Q: 3 clusters Score -43729.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43735.515625 Penalty: 1977.462280
	Iteration 19Q: 3 clusters Score -43735.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43745.007812 Penalty: 1977.462280
	Iteration 20F: 3 clusters Score -43745.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43748.792969 Penalty: 1977.462280
	Iteration 21Q: 3 clusters Score -43748.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43750.136719 Penalty: 1977.462280
	Iteration 22Q: 3 clusters Score -43750.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43753.371094 Penalty: 1977.462280
	Iteration 23Q: 3 clusters Score -43753.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43758.800781 Penalty: 1977.462280
	Iteration 24Q: 3 clusters Score -43758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43767.628906 Penalty: 1977.462280
	Iteration 25Q: 3 clusters Score -43767.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43767.628906 Penalty: 1977.462280
	Iteration 26F: 3 clusters Score -43767.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -43441.636719 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -43441.64 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 147 members 
Entering Unmasked Estep 
Score: -42511.718750 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -42511.72 nChanged 42
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: -42600.925781 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -42600.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42634.226562 Penalty: 1859.101318
	Iteration 2F: 3 clusters Score -42634.23 nChanged 5
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: -42648.285156 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -42648.29 nChanged 0
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: -42648.285156 Penalty: 1859.101318
	Iteration 4F: 3 clusters Score -42648.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (139581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139581 members 
Entering Unmasked Estep 
Score: -16921180.000000 Penalty: 1925.040039
	Iteration 0F: 2 clusters Score -1.692118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -16832652.000000 Penalty: 3850.080078
	Iteration 0F: 3 clusters Score -1.683265e+07 nChanged 67262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -16872228.000000 Penalty: 3850.080078
	Iteration 1F: 3 clusters Score -1.687223e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -16873084.000000 Penalty: 3850.080078
	Iteration 2Q: 3 clusters Score -1.687308e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -16873998.000000 Penalty: 3850.080078
	Iteration 3Q: 3 clusters Score -1.6874e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -16875202.000000 Penalty: 3850.080078
	Iteration 4Q: 3 clusters Score -1.68752e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -16876648.000000 Penalty: 3850.080078
	Iteration 5Q: 3 clusters Score -1.687665e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -16878632.000000 Penalty: 3850.080078
	Iteration 6Q: 3 clusters Score -1.687863e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -16881482.000000 Penalty: 3850.080078
	Iteration 7Q: 3 clusters Score -1.688148e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -16885642.000000 Penalty: 3850.080078
	Iteration 8F: 3 clusters Score -1.688564e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -16891086.000000 Penalty: 3850.080078
	Iteration 9F: 3 clusters Score -1.689109e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -16896994.000000 Penalty: 3850.080078
	Iteration 10F: 3 clusters Score -1.689699e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -16900806.000000 Penalty: 3850.080078
	Iteration 11F: 3 clusters Score -1.690081e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -16902422.000000 Penalty: 3850.080078
	Iteration 12Q: 3 clusters Score -1.690242e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -16903386.000000 Penalty: 3850.080078
	Iteration 13Q: 3 clusters Score -1.690339e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -16903982.000000 Penalty: 3850.080078
	Iteration 14Q: 3 clusters Score -1.690398e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -16904732.000000 Penalty: 3850.080078
	Iteration 15Q: 3 clusters Score -1.690473e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -16905542.000000 Penalty: 3850.080078
	Iteration 16Q: 3 clusters Score -1.690554e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -16906394.000000 Penalty: 3850.080078
	Iteration 17Q: 3 clusters Score -1.690639e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -16907294.000000 Penalty: 3850.080078
	Iteration 18Q: 3 clusters Score -1.690729e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -16908224.000000 Penalty: 3850.080078
	Iteration 19Q: 3 clusters Score -1.690822e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -16909162.000000 Penalty: 3850.080078
	Iteration 20F: 3 clusters Score -1.690916e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -16910150.000000 Penalty: 3850.080078
	Iteration 21Q: 3 clusters Score -1.691015e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120848 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -16911042.000000 Penalty: 3850.080078
	Iteration 22Q: 3 clusters Score -1.691104e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123334 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -16911852.000000 Penalty: 3850.080078
	Iteration 23Q: 3 clusters Score -1.691185e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125688 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -16912848.000000 Penalty: 3850.080078
	Iteration 24Q: 3 clusters Score -1.691285e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -16913754.000000 Penalty: 3850.080078
	Iteration 25Q: 3 clusters Score -1.691375e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -16914588.000000 Penalty: 3850.080078
	Iteration 26Q: 3 clusters Score -1.691459e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -16915348.000000 Penalty: 3850.080078
	Iteration 27Q: 3 clusters Score -1.691535e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -16916046.000000 Penalty: 3850.080078
	Iteration 28Q: 3 clusters Score -1.691605e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -16916726.000000 Penalty: 3850.080078
	Iteration 29Q: 3 clusters Score -1.691673e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135468 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -16917360.000000 Penalty: 3850.080078
	Iteration 30Q: 3 clusters Score -1.691736e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -16917842.000000 Penalty: 3850.080078
	Iteration 31Q: 3 clusters Score -1.691784e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -16918322.000000 Penalty: 3850.080078
	Iteration 32Q: 3 clusters Score -1.691832e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16918632.000000 Penalty: 3850.080078
	Iteration 33Q: 3 clusters Score -1.691863e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16918900.000000 Penalty: 3850.080078
	Iteration 34Q: 3 clusters Score -1.69189e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138562 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16919084.000000 Penalty: 3850.080078
	Iteration 35Q: 3 clusters Score -1.691908e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16919230.000000 Penalty: 3850.080078
	Iteration 36Q: 3 clusters Score -1.691923e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138896 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16919344.000000 Penalty: 3850.080078
	Iteration 37Q: 3 clusters Score -1.691934e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138982 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16919380.000000 Penalty: 3850.080078
	Iteration 38Q: 3 clusters Score -1.691938e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139033 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16919402.000000 Penalty: 3850.080078
	Iteration 39Q: 3 clusters Score -1.69194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16919460.000000 Penalty: 3850.080078
	Iteration 40F: 3 clusters Score -1.691946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16919458.000000 Penalty: 3850.080078
	Iteration 41Q: 3 clusters Score -1.691946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139125 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16919470.000000 Penalty: 3850.080078
	Iteration 42Q: 3 clusters Score -1.691947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16919476.000000 Penalty: 3850.080078
	Iteration 43Q: 3 clusters Score -1.691948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16919496.000000 Penalty: 3850.080078
	Iteration 44Q: 3 clusters Score -1.69195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139173 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16919512.000000 Penalty: 3850.080078
	Iteration 45Q: 3 clusters Score -1.691951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16919518.000000 Penalty: 3850.080078
	Iteration 46Q: 3 clusters Score -1.691952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16919524.000000 Penalty: 3850.080078
	Iteration 47Q: 3 clusters Score -1.691952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16919528.000000 Penalty: 3850.080078
	Iteration 48Q: 3 clusters Score -1.691953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16919542.000000 Penalty: 3850.080078
	Iteration 49Q: 3 clusters Score -1.691954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16919550.000000 Penalty: 3850.080078
	Iteration 50Q: 3 clusters Score -1.691955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16919550.000000 Penalty: 3850.080078
	Iteration 51Q: 3 clusters Score -1.691955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139214 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16919550.000000 Penalty: 3850.080078
	Iteration 52Q: 3 clusters Score -1.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16919548.000000 Penalty: 3850.080078
	Iteration 53Q: 3 clusters Score -1.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16919550.000000 Penalty: 3850.080078
	Iteration 54Q: 3 clusters Score -1.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16919554.000000 Penalty: 3850.080078
	Iteration 55Q: 3 clusters Score -1.691955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16919552.000000 Penalty: 3850.080078
	Iteration 56Q: 3 clusters Score -1.691955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16919550.000000 Penalty: 3850.080078
	Iteration 57Q: 3 clusters Score -1.691955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139222 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16919556.000000 Penalty: 3850.080078
	Iteration 58Q: 3 clusters Score -1.691956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16919560.000000 Penalty: 3850.080078
	Iteration 59Q: 3 clusters Score -1.691956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139224 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16919560.000000 Penalty: 3850.080078
	Iteration 60F: 3 clusters Score -1.691956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -382741.656250 Penalty: 1305.258545
	Iteration 0F: 2 clusters Score -382741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -379986.875000 Penalty: 2610.517090
	Iteration 0F: 3 clusters Score -379986.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -380648.312500 Penalty: 2610.517090
	Iteration 1F: 3 clusters Score -380648.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380788.375000 Penalty: 2610.517090
	Iteration 2F: 3 clusters Score -380788.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -380877.750000 Penalty: 2610.517090
	Iteration 3Q: 3 clusters Score -380877.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -380946.000000 Penalty: 2610.517090
	Iteration 4Q: 3 clusters Score -380946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -381001.000000 Penalty: 2610.517090
	Iteration 5Q: 3 clusters Score -381001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -381032.968750 Penalty: 2610.517090
	Iteration 6Q: 3 clusters Score -381033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -381058.187500 Penalty: 2610.517090
	Iteration 7Q: 3 clusters Score -381058.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -381083.250000 Penalty: 2610.517090
	Iteration 8Q: 3 clusters Score -381083.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -381102.593750 Penalty: 2610.517090
	Iteration 9Q: 3 clusters Score -381102.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -381117.656250 Penalty: 2610.517090
	Iteration 10Q: 3 clusters Score -381117.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -381132.093750 Penalty: 2610.517090
	Iteration 11Q: 3 clusters Score -381132.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -381140.343750 Penalty: 2610.517090
	Iteration 12Q: 3 clusters Score -381140.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -381146.531250 Penalty: 2610.517090
	Iteration 13Q: 3 clusters Score -381146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -381153.718750 Penalty: 2610.517090
	Iteration 14Q: 3 clusters Score -381153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -381161.156250 Penalty: 2610.517090
	Iteration 15Q: 3 clusters Score -381161.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -381168.875000 Penalty: 2610.517090
	Iteration 16Q: 3 clusters Score -381168.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -381178.843750 Penalty: 2610.517090
	Iteration 17Q: 3 clusters Score -381178.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -381186.593750 Penalty: 2610.517090
	Iteration 18Q: 3 clusters Score -381186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -381196.062500 Penalty: 2610.517090
	Iteration 19Q: 3 clusters Score -381196.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -381204.843750 Penalty: 2610.517090
	Iteration 20F: 3 clusters Score -381204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -381214.000000 Penalty: 2610.517090
	Iteration 21Q: 3 clusters Score -381214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -381224.250000 Penalty: 2610.517090
	Iteration 22Q: 3 clusters Score -381224.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -381238.250000 Penalty: 2610.517090
	Iteration 23Q: 3 clusters Score -381238.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -381246.312500 Penalty: 2610.517090
	Iteration 24Q: 3 clusters Score -381246.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381251.406250 Penalty: 2610.517090
	Iteration 25Q: 3 clusters Score -381251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -381256.281250 Penalty: 2610.517090
	Iteration 26Q: 3 clusters Score -381256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -381258.187500 Penalty: 2610.517090
	Iteration 27Q: 3 clusters Score -381258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -381263.000000 Penalty: 2610.517090
	Iteration 28Q: 3 clusters Score -381263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381266.750000 Penalty: 2610.517090
	Iteration 29Q: 3 clusters Score -381266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381269.562500 Penalty: 2610.517090
	Iteration 30Q: 3 clusters Score -381269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -381272.906250 Penalty: 2610.517090
	Iteration 31Q: 3 clusters Score -381272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -381276.500000 Penalty: 2610.517090
	Iteration 32Q: 3 clusters Score -381276.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -381278.968750 Penalty: 2610.517090
	Iteration 33Q: 3 clusters Score -381279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -381284.000000 Penalty: 2610.517090
	Iteration 34Q: 3 clusters Score -381284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -381287.875000 Penalty: 2610.517090
	Iteration 35Q: 3 clusters Score -381287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381288.562500 Penalty: 2610.517090
	Iteration 36Q: 3 clusters Score -381288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -381289.500000 Penalty: 2610.517090
	Iteration 37Q: 3 clusters Score -381289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -381290.750000 Penalty: 2610.517090
	Iteration 38Q: 3 clusters Score -381290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -381289.968750 Penalty: 2610.517090
	Iteration 39Q: 3 clusters Score -381290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -381290.281250 Penalty: 2610.517090
	Iteration 40F: 3 clusters Score -381290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -381291.718750 Penalty: 2610.517090
	Iteration 41Q: 3 clusters Score -381291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -381292.750000 Penalty: 2610.517090
	Iteration 42Q: 3 clusters Score -381292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -381292.406250 Penalty: 2610.517090
	Iteration 43Q: 3 clusters Score -381292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -381293.906250 Penalty: 2610.517090
	Iteration 44Q: 3 clusters Score -381293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -381294.875000 Penalty: 2610.517090
	Iteration 45Q: 3 clusters Score -381294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -381296.406250 Penalty: 2610.517090
	Iteration 46Q: 3 clusters Score -381296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381296.812500 Penalty: 2610.517090
	Iteration 47Q: 3 clusters Score -381296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -381299.000000 Penalty: 2610.517090
	Iteration 48Q: 3 clusters Score -381299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -381301.187500 Penalty: 2610.517090
	Iteration 49Q: 3 clusters Score -381301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -381302.187500 Penalty: 2610.517090
	Iteration 50Q: 3 clusters Score -381302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -381304.031250 Penalty: 2610.517090
	Iteration 51Q: 3 clusters Score -381304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -381308.906250 Penalty: 2610.517090
	Iteration 52Q: 3 clusters Score -381308.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -381315.062500 Penalty: 2610.517090
	Iteration 53Q: 3 clusters Score -381315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -381317.000000 Penalty: 2610.517090
	Iteration 54Q: 3 clusters Score -381317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -381319.093750 Penalty: 2610.517090
	Iteration 55Q: 3 clusters Score -381319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -381320.187500 Penalty: 2610.517090
	Iteration 56Q: 3 clusters Score -381320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -381321.093750 Penalty: 2610.517090
	Iteration 57Q: 3 clusters Score -381321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -381321.937500 Penalty: 2610.517090
	Iteration 58Q: 3 clusters Score -381321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -381322.781250 Penalty: 2610.517090
	Iteration 59Q: 3 clusters Score -381322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -381325.343750 Penalty: 2610.517090
	Iteration 60F: 3 clusters Score -381325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -381326.625000 Penalty: 2610.517090
	Iteration 61Q: 3 clusters Score -381326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -381328.031250 Penalty: 2610.517090
	Iteration 62Q: 3 clusters Score -381328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381328.687500 Penalty: 2610.517090
	Iteration 63Q: 3 clusters Score -381328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -381330.468750 Penalty: 2610.517090
	Iteration 64Q: 3 clusters Score -381330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -381331.781250 Penalty: 2610.517090
	Iteration 65Q: 3 clusters Score -381331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -381333.062500 Penalty: 2610.517090
	Iteration 66Q: 3 clusters Score -381333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -381335.468750 Penalty: 2610.517090
	Iteration 67Q: 3 clusters Score -381335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -381337.593750 Penalty: 2610.517090
	Iteration 68Q: 3 clusters Score -381337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -381340.625000 Penalty: 2610.517090
	Iteration 69Q: 3 clusters Score -381340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -381344.312500 Penalty: 2610.517090
	Iteration 70Q: 3 clusters Score -381344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -381345.187500 Penalty: 2610.517090
	Iteration 71Q: 3 clusters Score -381345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -381345.500000 Penalty: 2610.517090
	Iteration 72Q: 3 clusters Score -381345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -381346.406250 Penalty: 2610.517090
	Iteration 73Q: 3 clusters Score -381346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -381347.281250 Penalty: 2610.517090
	Iteration 74Q: 3 clusters Score -381347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -381347.281250 Penalty: 2610.517090
	Iteration 75F: 3 clusters Score -381347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -124729.867188 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -124729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123236.093750 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -123236.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123493.367188 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -123493.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123558.898438 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -123558.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123596.226562 Penalty: 2269.731689
	Iteration 3Q: 3 clusters Score -123596.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -123632.648438 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -123632.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123667.210938 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -123667.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -123693.921875 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -123693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -123715.179688 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -123715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -123727.609375 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -123727.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -123745.882812 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -123745.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -123753.125000 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -123753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -123763.945312 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -123763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -123767.546875 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -123767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -123769.382812 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -123769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -123770.296875 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -123770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -123772.000000 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -123772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -123772.921875 Penalty: 2269.731689
	Iteration 16Q: 3 clusters Score -123772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -123773.656250 Penalty: 2269.731689
	Iteration 17Q: 3 clusters Score -123773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -123774.312500 Penalty: 2269.731689
	Iteration 18Q: 3 clusters Score -123774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -123775.031250 Penalty: 2269.731689
	Iteration 19Q: 3 clusters Score -123775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -123776.687500 Penalty: 2269.731689
	Iteration 20F: 3 clusters Score -123776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -123777.195312 Penalty: 2269.731689
	Iteration 21Q: 3 clusters Score -123777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -123777.195312 Penalty: 2269.731689
	Iteration 22F: 3 clusters Score -123777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -203669.390625 Penalty: 1220.088745
	Iteration 0F: 2 clusters Score -203669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -201748.578125 Penalty: 2440.177490
	Iteration 0F: 3 clusters Score -201748.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202308.828125 Penalty: 2440.177490
	Iteration 1F: 3 clusters Score -202308.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -202477.343750 Penalty: 2440.177490
	Iteration 2F: 3 clusters Score -202477.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202579.953125 Penalty: 2440.177490
	Iteration 3F: 3 clusters Score -202580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202669.437500 Penalty: 2440.177490
	Iteration 4Q: 3 clusters Score -202669.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202758.515625 Penalty: 2440.177490
	Iteration 5Q: 3 clusters Score -202758.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202824.765625 Penalty: 2440.177490
	Iteration 6Q: 3 clusters Score -202824.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -202871.078125 Penalty: 2440.177490
	Iteration 7Q: 3 clusters Score -202871.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202906.843750 Penalty: 2440.177490
	Iteration 8Q: 3 clusters Score -202906.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -202949.546875 Penalty: 2440.177490
	Iteration 9Q: 3 clusters Score -202949.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202988.609375 Penalty: 2440.177490
	Iteration 10Q: 3 clusters Score -202988.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203019.250000 Penalty: 2440.177490
	Iteration 11Q: 3 clusters Score -203019.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203047.546875 Penalty: 2440.177490
	Iteration 12Q: 3 clusters Score -203047.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -203065.062500 Penalty: 2440.177490
	Iteration 13Q: 3 clusters Score -203065.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203079.781250 Penalty: 2440.177490
	Iteration 14Q: 3 clusters Score -203079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203091.890625 Penalty: 2440.177490
	Iteration 15Q: 3 clusters Score -203091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203099.109375 Penalty: 2440.177490
	Iteration 16Q: 3 clusters Score -203099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203106.000000 Penalty: 2440.177490
	Iteration 17Q: 3 clusters Score -203106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203110.203125 Penalty: 2440.177490
	Iteration 18Q: 3 clusters Score -203110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203114.500000 Penalty: 2440.177490
	Iteration 19Q: 3 clusters Score -203114.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -203116.781250 Penalty: 2440.177490
	Iteration 20F: 3 clusters Score -203116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -203117.218750 Penalty: 2440.177490
	Iteration 21Q: 3 clusters Score -203117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -203117.812500 Penalty: 2440.177490
	Iteration 22Q: 3 clusters Score -203117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -203118.687500 Penalty: 2440.177490
	Iteration 23Q: 3 clusters Score -203118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -203120.484375 Penalty: 2440.177490
	Iteration 24Q: 3 clusters Score -203120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203121.968750 Penalty: 2440.177490
	Iteration 25Q: 3 clusters Score -203122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -203123.343750 Penalty: 2440.177490
	Iteration 26Q: 3 clusters Score -203123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -203124.750000 Penalty: 2440.177490
	Iteration 27Q: 3 clusters Score -203124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -203126.843750 Penalty: 2440.177490
	Iteration 28Q: 3 clusters Score -203126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203128.921875 Penalty: 2440.177490
	Iteration 29Q: 3 clusters Score -203128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -203130.421875 Penalty: 2440.177490
	Iteration 30Q: 3 clusters Score -203130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203130.828125 Penalty: 2440.177490
	Iteration 31Q: 3 clusters Score -203130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203131.171875 Penalty: 2440.177490
	Iteration 32Q: 3 clusters Score -203131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -203131.171875 Penalty: 2440.177490
	Iteration 33F: 3 clusters Score -203131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Entering Unmasked Estep 
Score: -1560986.875000 Penalty: 1531.242310
	Iteration 0F: 2 clusters Score -1560987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1551672.875000 Penalty: 3062.484619
	Iteration 0F: 3 clusters Score -1551673 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1554660.500000 Penalty: 3062.484619
	Iteration 1F: 3 clusters Score -1554660 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1555021.750000 Penalty: 3062.484619
	Iteration 2F: 3 clusters Score -1555022 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1555336.625000 Penalty: 3062.484619
	Iteration 3F: 3 clusters Score -1555337 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1555650.000000 Penalty: 3062.484619
	Iteration 4Q: 3 clusters Score -1555650 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1555974.375000 Penalty: 3062.484619
	Iteration 5Q: 3 clusters Score -1555974 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1556308.375000 Penalty: 3062.484619
	Iteration 6Q: 3 clusters Score -1556308 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1556694.500000 Penalty: 3062.484619
	Iteration 7Q: 3 clusters Score -1556694 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1557085.875000 Penalty: 3062.484619
	Iteration 8Q: 3 clusters Score -1557086 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1557401.500000 Penalty: 3062.484619
	Iteration 9Q: 3 clusters Score -1557402 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1557612.750000 Penalty: 3062.484619
	Iteration 10Q: 3 clusters Score -1557613 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1557726.750000 Penalty: 3062.484619
	Iteration 11Q: 3 clusters Score -1557727 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1557782.875000 Penalty: 3062.484619
	Iteration 12Q: 3 clusters Score -1557783 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1557816.125000 Penalty: 3062.484619
	Iteration 13Q: 3 clusters Score -1557816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1557839.750000 Penalty: 3062.484619
	Iteration 14Q: 3 clusters Score -1557840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1557864.750000 Penalty: 3062.484619
	Iteration 15Q: 3 clusters Score -1557865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1557887.750000 Penalty: 3062.484619
	Iteration 16Q: 3 clusters Score -1557888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1557899.625000 Penalty: 3062.484619
	Iteration 17Q: 3 clusters Score -1557900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1557912.125000 Penalty: 3062.484619
	Iteration 18Q: 3 clusters Score -1557912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1557916.000000 Penalty: 3062.484619
	Iteration 19Q: 3 clusters Score -1557916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1557934.625000 Penalty: 3062.484619
	Iteration 20F: 3 clusters Score -1557935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1557946.000000 Penalty: 3062.484619
	Iteration 21Q: 3 clusters Score -1557946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1557961.875000 Penalty: 3062.484619
	Iteration 22Q: 3 clusters Score -1557962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1557971.000000 Penalty: 3062.484619
	Iteration 23Q: 3 clusters Score -1557971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1557981.375000 Penalty: 3062.484619
	Iteration 24Q: 3 clusters Score -1557981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1557990.500000 Penalty: 3062.484619
	Iteration 25Q: 3 clusters Score -1557990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1558000.000000 Penalty: 3062.484619
	Iteration 26Q: 3 clusters Score -1558000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1558002.625000 Penalty: 3062.484619
	Iteration 27Q: 3 clusters Score -1558003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1558008.750000 Penalty: 3062.484619
	Iteration 28Q: 3 clusters Score -1558009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1558020.500000 Penalty: 3062.484619
	Iteration 29Q: 3 clusters Score -1558020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1558024.250000 Penalty: 3062.484619
	Iteration 30Q: 3 clusters Score -1558024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1558030.375000 Penalty: 3062.484619
	Iteration 31Q: 3 clusters Score -1558030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1558038.375000 Penalty: 3062.484619
	Iteration 32Q: 3 clusters Score -1558038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1558047.000000 Penalty: 3062.484619
	Iteration 33Q: 3 clusters Score -1558047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1558060.250000 Penalty: 3062.484619
	Iteration 34Q: 3 clusters Score -1558060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1558076.500000 Penalty: 3062.484619
	Iteration 35Q: 3 clusters Score -1558076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1558080.000000 Penalty: 3062.484619
	Iteration 36Q: 3 clusters Score -1558080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1558091.125000 Penalty: 3062.484619
	Iteration 37Q: 3 clusters Score -1558091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1558091.375000 Penalty: 3062.484619
	Iteration 38Q: 3 clusters Score -1558091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1558112.500000 Penalty: 3062.484619
	Iteration 39Q: 3 clusters Score -1558112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1558131.375000 Penalty: 3062.484619
	Iteration 40F: 3 clusters Score -1558131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1558140.375000 Penalty: 3062.484619
	Iteration 41Q: 3 clusters Score -1558140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1558160.125000 Penalty: 3062.484619
	Iteration 42Q: 3 clusters Score -1558160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1558180.125000 Penalty: 3062.484619
	Iteration 43Q: 3 clusters Score -1558180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1558202.125000 Penalty: 3062.484619
	Iteration 44Q: 3 clusters Score -1558202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1558215.250000 Penalty: 3062.484619
	Iteration 45Q: 3 clusters Score -1558215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1558234.625000 Penalty: 3062.484619
	Iteration 46Q: 3 clusters Score -1558235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1558253.875000 Penalty: 3062.484619
	Iteration 47Q: 3 clusters Score -1558254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1558272.875000 Penalty: 3062.484619
	Iteration 48Q: 3 clusters Score -1558273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1558295.250000 Penalty: 3062.484619
	Iteration 49Q: 3 clusters Score -1558295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1558300.250000 Penalty: 3062.484619
	Iteration 50Q: 3 clusters Score -1558300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1558303.875000 Penalty: 3062.484619
	Iteration 51Q: 3 clusters Score -1558304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1558315.250000 Penalty: 3062.484619
	Iteration 52Q: 3 clusters Score -1558315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1558330.750000 Penalty: 3062.484619
	Iteration 53Q: 3 clusters Score -1558331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1558344.250000 Penalty: 3062.484619
	Iteration 54Q: 3 clusters Score -1558344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1558361.625000 Penalty: 3062.484619
	Iteration 55Q: 3 clusters Score -1558362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1558378.625000 Penalty: 3062.484619
	Iteration 56Q: 3 clusters Score -1558379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1558386.375000 Penalty: 3062.484619
	Iteration 57Q: 3 clusters Score -1558386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1558400.750000 Penalty: 3062.484619
	Iteration 58Q: 3 clusters Score -1558401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1558415.875000 Penalty: 3062.484619
	Iteration 59Q: 3 clusters Score -1558416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1558436.375000 Penalty: 3062.484619
	Iteration 60F: 3 clusters Score -1558436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1558451.375000 Penalty: 3062.484619
	Iteration 61Q: 3 clusters Score -1558451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1558456.875000 Penalty: 3062.484619
	Iteration 62Q: 3 clusters Score -1558457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1558473.000000 Penalty: 3062.484619
	Iteration 63Q: 3 clusters Score -1558473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1558480.875000 Penalty: 3062.484619
	Iteration 64Q: 3 clusters Score -1558481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1558496.000000 Penalty: 3062.484619
	Iteration 65Q: 3 clusters Score -1558496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1558501.875000 Penalty: 3062.484619
	Iteration 66Q: 3 clusters Score -1558502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1558510.625000 Penalty: 3062.484619
	Iteration 67Q: 3 clusters Score -1558511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1558523.125000 Penalty: 3062.484619
	Iteration 68Q: 3 clusters Score -1558523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1558540.125000 Penalty: 3062.484619
	Iteration 69Q: 3 clusters Score -1558540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1558552.500000 Penalty: 3062.484619
	Iteration 70Q: 3 clusters Score -1558552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1558566.875000 Penalty: 3062.484619
	Iteration 71Q: 3 clusters Score -1558567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1558583.500000 Penalty: 3062.484619
	Iteration 72Q: 3 clusters Score -1558584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1558598.625000 Penalty: 3062.484619
	Iteration 73Q: 3 clusters Score -1558599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1558626.625000 Penalty: 3062.484619
	Iteration 74Q: 3 clusters Score -1558627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1558641.125000 Penalty: 3062.484619
	Iteration 75Q: 3 clusters Score -1558641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1558658.375000 Penalty: 3062.484619
	Iteration 76Q: 3 clusters Score -1558658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1558682.250000 Penalty: 3062.484619
	Iteration 77Q: 3 clusters Score -1558682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1558694.375000 Penalty: 3062.484619
	Iteration 78Q: 3 clusters Score -1558694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1558706.375000 Penalty: 3062.484619
	Iteration 79Q: 3 clusters Score -1558706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1558715.875000 Penalty: 3062.484619
	Iteration 80F: 3 clusters Score -1558716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1558731.500000 Penalty: 3062.484619
	Iteration 81Q: 3 clusters Score -1558732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1558767.250000 Penalty: 3062.484619
	Iteration 82Q: 3 clusters Score -1558767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1558793.875000 Penalty: 3062.484619
	Iteration 83Q: 3 clusters Score -1558794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1558819.000000 Penalty: 3062.484619
	Iteration 84Q: 3 clusters Score -1558819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1558838.375000 Penalty: 3062.484619
	Iteration 85Q: 3 clusters Score -1558838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1558852.750000 Penalty: 3062.484619
	Iteration 86Q: 3 clusters Score -1558853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1558872.500000 Penalty: 3062.484619
	Iteration 87Q: 3 clusters Score -1558872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1558886.625000 Penalty: 3062.484619
	Iteration 88Q: 3 clusters Score -1558887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1558910.500000 Penalty: 3062.484619
	Iteration 89Q: 3 clusters Score -1558910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1558942.500000 Penalty: 3062.484619
	Iteration 90Q: 3 clusters Score -1558942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1558972.875000 Penalty: 3062.484619
	Iteration 91Q: 3 clusters Score -1558973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1558998.750000 Penalty: 3062.484619
	Iteration 92Q: 3 clusters Score -1558999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1559023.250000 Penalty: 3062.484619
	Iteration 93Q: 3 clusters Score -1559023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1559046.125000 Penalty: 3062.484619
	Iteration 94Q: 3 clusters Score -1559046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1559064.625000 Penalty: 3062.484619
	Iteration 95Q: 3 clusters Score -1559065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1559084.250000 Penalty: 3062.484619
	Iteration 96Q: 3 clusters Score -1559084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1559098.750000 Penalty: 3062.484619
	Iteration 97Q: 3 clusters Score -1559099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1559112.125000 Penalty: 3062.484619
	Iteration 98Q: 3 clusters Score -1559112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1559128.250000 Penalty: 3062.484619
	Iteration 99Q: 3 clusters Score -1559128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1559141.500000 Penalty: 3062.484619
	Iteration 100F: 3 clusters Score -1559142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1559155.750000 Penalty: 3062.484619
	Iteration 101Q: 3 clusters Score -1559156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1559176.125000 Penalty: 3062.484619
	Iteration 102Q: 3 clusters Score -1559176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1559199.125000 Penalty: 3062.484619
	Iteration 103Q: 3 clusters Score -1559199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1559216.375000 Penalty: 3062.484619
	Iteration 104Q: 3 clusters Score -1559216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1559234.000000 Penalty: 3062.484619
	Iteration 105Q: 3 clusters Score -1559234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1559254.750000 Penalty: 3062.484619
	Iteration 106Q: 3 clusters Score -1559255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1559281.500000 Penalty: 3062.484619
	Iteration 107Q: 3 clusters Score -1559282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1559314.000000 Penalty: 3062.484619
	Iteration 108Q: 3 clusters Score -1559314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1559336.500000 Penalty: 3062.484619
	Iteration 109Q: 3 clusters Score -1559336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1559353.125000 Penalty: 3062.484619
	Iteration 110Q: 3 clusters Score -1559353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1559376.000000 Penalty: 3062.484619
	Iteration 111Q: 3 clusters Score -1559376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1559401.500000 Penalty: 3062.484619
	Iteration 112Q: 3 clusters Score -1559402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1559418.250000 Penalty: 3062.484619
	Iteration 113Q: 3 clusters Score -1559418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1559442.000000 Penalty: 3062.484619
	Iteration 114Q: 3 clusters Score -1559442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1559456.375000 Penalty: 3062.484619
	Iteration 115Q: 3 clusters Score -1559456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1559469.500000 Penalty: 3062.484619
	Iteration 116Q: 3 clusters Score -1559470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1559476.875000 Penalty: 3062.484619
	Iteration 117Q: 3 clusters Score -1559477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1559482.250000 Penalty: 3062.484619
	Iteration 118Q: 3 clusters Score -1559482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1559480.750000 Penalty: 3062.484619
	Iteration 119Q: 3 clusters Score -1559481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1559482.875000 Penalty: 3062.484619
	Iteration 120F: 3 clusters Score -1559483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1559485.250000 Penalty: 3062.484619
	Iteration 121Q: 3 clusters Score -1559485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1559488.000000 Penalty: 3062.484619
	Iteration 122Q: 3 clusters Score -1559488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1559493.375000 Penalty: 3062.484619
	Iteration 123Q: 3 clusters Score -1559493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1559494.250000 Penalty: 3062.484619
	Iteration 124Q: 3 clusters Score -1559494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1559496.875000 Penalty: 3062.484619
	Iteration 125Q: 3 clusters Score -1559497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1559502.250000 Penalty: 3062.484619
	Iteration 126Q: 3 clusters Score -1559502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1559504.250000 Penalty: 3062.484619
	Iteration 127Q: 3 clusters Score -1559504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1559507.500000 Penalty: 3062.484619
	Iteration 128Q: 3 clusters Score -1559508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1559512.375000 Penalty: 3062.484619
	Iteration 129Q: 3 clusters Score -1559512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1559515.750000 Penalty: 3062.484619
	Iteration 130Q: 3 clusters Score -1559516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1559518.750000 Penalty: 3062.484619
	Iteration 131Q: 3 clusters Score -1559519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1559524.500000 Penalty: 3062.484619
	Iteration 132Q: 3 clusters Score -1559524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1559528.125000 Penalty: 3062.484619
	Iteration 133Q: 3 clusters Score -1559528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1559531.000000 Penalty: 3062.484619
	Iteration 134Q: 3 clusters Score -1559531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1559536.500000 Penalty: 3062.484619
	Iteration 135Q: 3 clusters Score -1559536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1559544.500000 Penalty: 3062.484619
	Iteration 136Q: 3 clusters Score -1559544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1559547.500000 Penalty: 3062.484619
	Iteration 137Q: 3 clusters Score -1559548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1559559.625000 Penalty: 3062.484619
	Iteration 138Q: 3 clusters Score -1559560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1559569.750000 Penalty: 3062.484619
	Iteration 139Q: 3 clusters Score -1559570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1559585.750000 Penalty: 3062.484619
	Iteration 140F: 3 clusters Score -1559586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1559593.750000 Penalty: 3062.484619
	Iteration 141Q: 3 clusters Score -1559594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1559600.375000 Penalty: 3062.484619
	Iteration 142Q: 3 clusters Score -1559600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1559603.375000 Penalty: 3062.484619
	Iteration 143Q: 3 clusters Score -1559603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1559604.125000 Penalty: 3062.484619
	Iteration 144Q: 3 clusters Score -1559604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1559612.375000 Penalty: 3062.484619
	Iteration 145Q: 3 clusters Score -1559612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1559614.250000 Penalty: 3062.484619
	Iteration 146Q: 3 clusters Score -1559614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1559622.875000 Penalty: 3062.484619
	Iteration 147Q: 3 clusters Score -1559623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1559629.500000 Penalty: 3062.484619
	Iteration 148Q: 3 clusters Score -1559630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1559631.750000 Penalty: 3062.484619
	Iteration 149Q: 3 clusters Score -1559632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1559633.125000 Penalty: 3062.484619
	Iteration 150Q: 3 clusters Score -1559633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1559636.000000 Penalty: 3062.484619
	Iteration 151Q: 3 clusters Score -1559636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1559636.375000 Penalty: 3062.484619
	Iteration 152Q: 3 clusters Score -1559636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1559635.875000 Penalty: 3062.484619
	Iteration 153Q: 3 clusters Score -1559636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1559639.750000 Penalty: 3062.484619
	Iteration 154Q: 3 clusters Score -1559640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1559641.875000 Penalty: 3062.484619
	Iteration 155Q: 3 clusters Score -1559642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1559645.625000 Penalty: 3062.484619
	Iteration 156Q: 3 clusters Score -1559646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1559647.125000 Penalty: 3062.484619
	Iteration 157Q: 3 clusters Score -1559647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1559646.875000 Penalty: 3062.484619
	Iteration 158Q: 3 clusters Score -1559647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1559649.000000 Penalty: 3062.484619
	Iteration 159Q: 3 clusters Score -1559649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1559651.125000 Penalty: 3062.484619
	Iteration 160F: 3 clusters Score -1559651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1559650.000000 Penalty: 3062.484619
	Iteration 161Q: 3 clusters Score -1559650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1559648.875000 Penalty: 3062.484619
	Iteration 162Q: 3 clusters Score -1559649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1559651.000000 Penalty: 3062.484619
	Iteration 163Q: 3 clusters Score -1559651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1559651.000000 Penalty: 3062.484619
	Iteration 164F: 3 clusters Score -1559651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1271384.125000 Penalty: 1505.010498
	Iteration 0F: 2 clusters Score -1271384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1263855.250000 Penalty: 3010.020996
	Iteration 0F: 3 clusters Score -1263855 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1266473.375000 Penalty: 3010.020996
	Iteration 1F: 3 clusters Score -1266473 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1266903.375000 Penalty: 3010.020996
	Iteration 2F: 3 clusters Score -1266903 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1267355.750000 Penalty: 3010.020996
	Iteration 3F: 3 clusters Score -1267356 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1267793.375000 Penalty: 3010.020996
	Iteration 4F: 3 clusters Score -1267793 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1268245.375000 Penalty: 3010.020996
	Iteration 5F: 3 clusters Score -1268245 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1268708.625000 Penalty: 3010.020996
	Iteration 6F: 3 clusters Score -1268709 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1269085.500000 Penalty: 3010.020996
	Iteration 7Q: 3 clusters Score -1269086 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1269406.500000 Penalty: 3010.020996
	Iteration 8Q: 3 clusters Score -1269406 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1269753.375000 Penalty: 3010.020996
	Iteration 9Q: 3 clusters Score -1269753 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1270046.625000 Penalty: 3010.020996
	Iteration 10Q: 3 clusters Score -1270047 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1270268.500000 Penalty: 3010.020996
	Iteration 11Q: 3 clusters Score -1270268 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1270415.500000 Penalty: 3010.020996
	Iteration 12Q: 3 clusters Score -1270416 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1270511.750000 Penalty: 3010.020996
	Iteration 13Q: 3 clusters Score -1270512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1270564.375000 Penalty: 3010.020996
	Iteration 14Q: 3 clusters Score -1270564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1270600.875000 Penalty: 3010.020996
	Iteration 15Q: 3 clusters Score -1270601 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1270622.875000 Penalty: 3010.020996
	Iteration 16Q: 3 clusters Score -1270623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1270644.875000 Penalty: 3010.020996
	Iteration 17Q: 3 clusters Score -1270645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1270663.375000 Penalty: 3010.020996
	Iteration 18Q: 3 clusters Score -1270663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1270688.375000 Penalty: 3010.020996
	Iteration 19Q: 3 clusters Score -1270688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1270703.125000 Penalty: 3010.020996
	Iteration 20F: 3 clusters Score -1270703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1270719.625000 Penalty: 3010.020996
	Iteration 21Q: 3 clusters Score -1270720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1270738.625000 Penalty: 3010.020996
	Iteration 22Q: 3 clusters Score -1270739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1270753.250000 Penalty: 3010.020996
	Iteration 23Q: 3 clusters Score -1270753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1270768.875000 Penalty: 3010.020996
	Iteration 24Q: 3 clusters Score -1270769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1270778.250000 Penalty: 3010.020996
	Iteration 25Q: 3 clusters Score -1270778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1270786.750000 Penalty: 3010.020996
	Iteration 26Q: 3 clusters Score -1270787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1270793.375000 Penalty: 3010.020996
	Iteration 27Q: 3 clusters Score -1270793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1270793.750000 Penalty: 3010.020996
	Iteration 28Q: 3 clusters Score -1270794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1270803.250000 Penalty: 3010.020996
	Iteration 29Q: 3 clusters Score -1270803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1270808.500000 Penalty: 3010.020996
	Iteration 30Q: 3 clusters Score -1270808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1270813.375000 Penalty: 3010.020996
	Iteration 31Q: 3 clusters Score -1270813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1270816.875000 Penalty: 3010.020996
	Iteration 32Q: 3 clusters Score -1270817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1270823.250000 Penalty: 3010.020996
	Iteration 33Q: 3 clusters Score -1270823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1270827.375000 Penalty: 3010.020996
	Iteration 34Q: 3 clusters Score -1270827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1270829.750000 Penalty: 3010.020996
	Iteration 35Q: 3 clusters Score -1270830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1270831.625000 Penalty: 3010.020996
	Iteration 36Q: 3 clusters Score -1270832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1270839.125000 Penalty: 3010.020996
	Iteration 37Q: 3 clusters Score -1270839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1270839.625000 Penalty: 3010.020996
	Iteration 38Q: 3 clusters Score -1270840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1270842.125000 Penalty: 3010.020996
	Iteration 39Q: 3 clusters Score -1270842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1270842.750000 Penalty: 3010.020996
	Iteration 40F: 3 clusters Score -1270843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1270841.750000 Penalty: 3010.020996
	Iteration 41Q: 3 clusters Score -1270842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1270844.125000 Penalty: 3010.020996
	Iteration 42Q: 3 clusters Score -1270844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1270847.250000 Penalty: 3010.020996
	Iteration 43Q: 3 clusters Score -1270847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1270849.125000 Penalty: 3010.020996
	Iteration 44Q: 3 clusters Score -1270849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1270849.000000 Penalty: 3010.020996
	Iteration 45Q: 3 clusters Score -1270849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1270849.625000 Penalty: 3010.020996
	Iteration 46Q: 3 clusters Score -1270850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1270850.625000 Penalty: 3010.020996
	Iteration 47Q: 3 clusters Score -1270851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1270850.000000 Penalty: 3010.020996
	Iteration 48Q: 3 clusters Score -1270850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1270850.000000 Penalty: 3010.020996
	Iteration 49F: 3 clusters Score -1270850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -278644.406250 Penalty: 1257.362671
	Iteration 0F: 2 clusters Score -278644.4 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 1140 members 
Entering Unmasked Estep 
Score: -276376.812500 Penalty: 2514.725342
	Iteration 0F: 3 clusters Score -276376.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276840.781250 Penalty: 2514.725342
	Iteration 1F: 3 clusters Score -276840.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276954.906250 Penalty: 2514.725342
	Iteration 2F: 3 clusters Score -276954.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -277015.656250 Penalty: 2514.725342
	Iteration 3Q: 3 clusters Score -277015.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -277052.000000 Penalty: 2514.725342
	Iteration 4Q: 3 clusters Score -277052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -277075.500000 Penalty: 2514.725342
	Iteration 5Q: 3 clusters Score -277075.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -277100.281250 Penalty: 2514.725342
	Iteration 6Q: 3 clusters Score -277100.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -277117.968750 Penalty: 2514.725342
	Iteration 7Q: 3 clusters Score -277118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -277131.781250 Penalty: 2514.725342
	Iteration 8Q: 3 clusters Score -277131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -277142.093750 Penalty: 2514.725342
	Iteration 9Q: 3 clusters Score -277142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -277150.187500 Penalty: 2514.725342
	Iteration 10Q: 3 clusters Score -277150.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -277157.437500 Penalty: 2514.725342
	Iteration 11Q: 3 clusters Score -277157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -277161.843750 Penalty: 2514.725342
	Iteration 12Q: 3 clusters Score -277161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -277165.437500 Penalty: 2514.725342
	Iteration 13Q: 3 clusters Score -277165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277170.812500 Penalty: 2514.725342
	Iteration 14Q: 3 clusters Score -277170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277176.812500 Penalty: 2514.725342
	Iteration 15Q: 3 clusters Score -277176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277180.531250 Penalty: 2514.725342
	Iteration 16Q: 3 clusters Score -277180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277184.125000 Penalty: 2514.725342
	Iteration 17Q: 3 clusters Score -277184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277185.968750 Penalty: 2514.725342
	Iteration 18Q: 3 clusters Score -277186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277189.187500 Penalty: 2514.725342
	Iteration 19Q: 3 clusters Score -277189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277190.031250 Penalty: 2514.725342
	Iteration 20F: 3 clusters Score -277190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -277193.312500 Penalty: 2514.725342
	Iteration 21Q: 3 clusters Score -277193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -277195.812500 Penalty: 2514.725342
	Iteration 22Q: 3 clusters Score -277195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277199.093750 Penalty: 2514.725342
	Iteration 23Q: 3 clusters Score -277199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -277202.062500 Penalty: 2514.725342
	Iteration 24Q: 3 clusters Score -277202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -277206.406250 Penalty: 2514.725342
	Iteration 25Q: 3 clusters Score -277206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -277211.562500 Penalty: 2514.725342
	Iteration 26Q: 3 clusters Score -277211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -277215.312500 Penalty: 2514.725342
	Iteration 27Q: 3 clusters Score -277215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -277217.125000 Penalty: 2514.725342
	Iteration 28Q: 3 clusters Score -277217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -277218.093750 Penalty: 2514.725342
	Iteration 29Q: 3 clusters Score -277218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -277218.687500 Penalty: 2514.725342
	Iteration 30Q: 3 clusters Score -277218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -277219.312500 Penalty: 2514.725342
	Iteration 31Q: 3 clusters Score -277219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277219.312500 Penalty: 2514.725342
	Iteration 32Q: 3 clusters Score -277219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -277220.406250 Penalty: 2514.725342
	Iteration 33Q: 3 clusters Score -277220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277220.500000 Penalty: 2514.725342
	Iteration 34Q: 3 clusters Score -277220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277220.843750 Penalty: 2514.725342
	Iteration 35Q: 3 clusters Score -277220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277220.843750 Penalty: 2514.725342
	Iteration 36F: 3 clusters Score -277220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -833067.875000 Penalty: 1433.219604
	Iteration 0F: 2 clusters Score -833067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -827976.125000 Penalty: 2866.439209
	Iteration 0F: 3 clusters Score -827976.1 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -829448.250000 Penalty: 2866.439209
	Iteration 1F: 3 clusters Score -829448.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -829641.875000 Penalty: 2866.439209
	Iteration 2F: 3 clusters Score -829641.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -829765.062500 Penalty: 2866.439209
	Iteration 3Q: 3 clusters Score -829765.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -829859.750000 Penalty: 2866.439209
	Iteration 4Q: 3 clusters Score -829859.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -829946.500000 Penalty: 2866.439209
	Iteration 5Q: 3 clusters Score -829946.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -830029.687500 Penalty: 2866.439209
	Iteration 6Q: 3 clusters Score -830029.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -830104.125000 Penalty: 2866.439209
	Iteration 7Q: 3 clusters Score -830104.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -830167.437500 Penalty: 2866.439209
	Iteration 8Q: 3 clusters Score -830167.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -830252.062500 Penalty: 2866.439209
	Iteration 9Q: 3 clusters Score -830252.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -830341.000000 Penalty: 2866.439209
	Iteration 10Q: 3 clusters Score -830341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -830429.937500 Penalty: 2866.439209
	Iteration 11Q: 3 clusters Score -830429.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -830538.187500 Penalty: 2866.439209
	Iteration 12Q: 3 clusters Score -830538.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -830686.687500 Penalty: 2866.439209
	Iteration 13Q: 3 clusters Score -830686.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -830855.937500 Penalty: 2866.439209
	Iteration 14Q: 3 clusters Score -830855.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -831037.562500 Penalty: 2866.439209
	Iteration 15Q: 3 clusters Score -831037.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -831223.625000 Penalty: 2866.439209
	Iteration 16Q: 3 clusters Score -831223.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -831403.562500 Penalty: 2866.439209
	Iteration 17Q: 3 clusters Score -831403.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -831566.000000 Penalty: 2866.439209
	Iteration 18Q: 3 clusters Score -831566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -831685.125000 Penalty: 2866.439209
	Iteration 19Q: 3 clusters Score -831685.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -831758.000000 Penalty: 2866.439209
	Iteration 20F: 3 clusters Score -831758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -831810.125000 Penalty: 2866.439209
	Iteration 21Q: 3 clusters Score -831810.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -831841.375000 Penalty: 2866.439209
	Iteration 22Q: 3 clusters Score -831841.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -831855.437500 Penalty: 2866.439209
	Iteration 23Q: 3 clusters Score -831855.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -831866.187500 Penalty: 2866.439209
	Iteration 24Q: 3 clusters Score -831866.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -831875.562500 Penalty: 2866.439209
	Iteration 25Q: 3 clusters Score -831875.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -831881.062500 Penalty: 2866.439209
	Iteration 26Q: 3 clusters Score -831881.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -831882.125000 Penalty: 2866.439209
	Iteration 27Q: 3 clusters Score -831882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -831886.750000 Penalty: 2866.439209
	Iteration 28Q: 3 clusters Score -831886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -831887.250000 Penalty: 2866.439209
	Iteration 29Q: 3 clusters Score -831887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -831886.875000 Penalty: 2866.439209
	Iteration 30Q: 3 clusters Score -831886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -831888.250000 Penalty: 2866.439209
	Iteration 31Q: 3 clusters Score -831888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -831889.687500 Penalty: 2866.439209
	Iteration 32Q: 3 clusters Score -831889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -831889.750000 Penalty: 2866.439209
	Iteration 33Q: 3 clusters Score -831889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -831890.750000 Penalty: 2866.439209
	Iteration 34Q: 3 clusters Score -831890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -831890.687500 Penalty: 2866.439209
	Iteration 35Q: 3 clusters Score -831890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -831890.312500 Penalty: 2866.439209
	Iteration 36Q: 3 clusters Score -831890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -831892.562500 Penalty: 2866.439209
	Iteration 37Q: 3 clusters Score -831892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -831893.500000 Penalty: 2866.439209
	Iteration 38Q: 3 clusters Score -831893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -831896.000000 Penalty: 2866.439209
	Iteration 39Q: 3 clusters Score -831896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -831895.437500 Penalty: 2866.439209
	Iteration 40F: 3 clusters Score -831895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -831896.250000 Penalty: 2866.439209
	Iteration 41Q: 3 clusters Score -831896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -831898.812500 Penalty: 2866.439209
	Iteration 42Q: 3 clusters Score -831898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -831898.375000 Penalty: 2866.439209
	Iteration 43Q: 3 clusters Score -831898.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -831899.562500 Penalty: 2866.439209
	Iteration 44Q: 3 clusters Score -831899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -831899.562500 Penalty: 2866.439209
	Iteration 45F: 3 clusters Score -831899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -1066445.375000 Penalty: 1475.408081
	Iteration 0F: 2 clusters Score -1066445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1060080.500000 Penalty: 2950.816162
	Iteration 0F: 3 clusters Score -1060080 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1062086.000000 Penalty: 2950.816162
	Iteration 1F: 3 clusters Score -1062086 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1062292.000000 Penalty: 2950.816162
	Iteration 2F: 3 clusters Score -1062292 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1062430.875000 Penalty: 2950.816162
	Iteration 3Q: 3 clusters Score -1062431 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1062558.750000 Penalty: 2950.816162
	Iteration 4Q: 3 clusters Score -1062559 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1062682.625000 Penalty: 2950.816162
	Iteration 5Q: 3 clusters Score -1062683 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1062802.875000 Penalty: 2950.816162
	Iteration 6Q: 3 clusters Score -1062803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1062948.000000 Penalty: 2950.816162
	Iteration 7Q: 3 clusters Score -1062948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1063126.375000 Penalty: 2950.816162
	Iteration 8Q: 3 clusters Score -1063126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1063340.625000 Penalty: 2950.816162
	Iteration 9Q: 3 clusters Score -1063341 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1063582.625000 Penalty: 2950.816162
	Iteration 10Q: 3 clusters Score -1063583 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1063836.250000 Penalty: 2950.816162
	Iteration 11F: 3 clusters Score -1063836 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1064104.750000 Penalty: 2950.816162
	Iteration 12F: 3 clusters Score -1064105 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1064385.500000 Penalty: 2950.816162
	Iteration 13Q: 3 clusters Score -1064386 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1064637.625000 Penalty: 2950.816162
	Iteration 14Q: 3 clusters Score -1064638 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1064853.000000 Penalty: 2950.816162
	Iteration 15Q: 3 clusters Score -1064853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1065015.875000 Penalty: 2950.816162
	Iteration 16Q: 3 clusters Score -1065016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1065108.875000 Penalty: 2950.816162
	Iteration 17Q: 3 clusters Score -1065109 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1065177.500000 Penalty: 2950.816162
	Iteration 18Q: 3 clusters Score -1065178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1065220.250000 Penalty: 2950.816162
	Iteration 19Q: 3 clusters Score -1065220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1065242.875000 Penalty: 2950.816162
	Iteration 20F: 3 clusters Score -1065243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1065253.500000 Penalty: 2950.816162
	Iteration 21Q: 3 clusters Score -1065254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1065257.750000 Penalty: 2950.816162
	Iteration 22Q: 3 clusters Score -1065258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1065261.000000 Penalty: 2950.816162
	Iteration 23Q: 3 clusters Score -1065261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1065265.500000 Penalty: 2950.816162
	Iteration 24Q: 3 clusters Score -1065266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1065268.750000 Penalty: 2950.816162
	Iteration 25Q: 3 clusters Score -1065269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1065273.125000 Penalty: 2950.816162
	Iteration 26Q: 3 clusters Score -1065273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1065275.375000 Penalty: 2950.816162
	Iteration 27Q: 3 clusters Score -1065275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1065277.375000 Penalty: 2950.816162
	Iteration 28Q: 3 clusters Score -1065277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1065279.375000 Penalty: 2950.816162
	Iteration 29Q: 3 clusters Score -1065279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1065280.875000 Penalty: 2950.816162
	Iteration 30Q: 3 clusters Score -1065281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1065282.625000 Penalty: 2950.816162
	Iteration 31Q: 3 clusters Score -1065283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1065283.625000 Penalty: 2950.816162
	Iteration 32Q: 3 clusters Score -1065284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1065284.000000 Penalty: 2950.816162
	Iteration 33Q: 3 clusters Score -1065284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1065285.375000 Penalty: 2950.816162
	Iteration 34Q: 3 clusters Score -1065285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1065286.250000 Penalty: 2950.816162
	Iteration 35Q: 3 clusters Score -1065286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1065286.250000 Penalty: 2950.816162
	Iteration 36F: 3 clusters Score -1065286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -574834.562500 Penalty: 1371.585815
	Iteration 0F: 2 clusters Score -574834.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -571042.625000 Penalty: 2743.171631
	Iteration 0F: 3 clusters Score -571042.6 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -572044.062500 Penalty: 2743.171631
	Iteration 1F: 3 clusters Score -572044.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -572222.625000 Penalty: 2743.171631
	Iteration 2F: 3 clusters Score -572222.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -572386.875000 Penalty: 2743.171631
	Iteration 3F: 3 clusters Score -572386.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -572498.750000 Penalty: 2743.171631
	Iteration 4Q: 3 clusters Score -572498.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -572573.625000 Penalty: 2743.171631
	Iteration 5Q: 3 clusters Score -572573.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -572656.312500 Penalty: 2743.171631
	Iteration 6Q: 3 clusters Score -572656.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -572748.937500 Penalty: 2743.171631
	Iteration 7Q: 3 clusters Score -572748.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -572841.937500 Penalty: 2743.171631
	Iteration 8Q: 3 clusters Score -572841.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -572923.687500 Penalty: 2743.171631
	Iteration 9Q: 3 clusters Score -572923.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -573004.500000 Penalty: 2743.171631
	Iteration 10Q: 3 clusters Score -573004.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -573095.937500 Penalty: 2743.171631
	Iteration 11Q: 3 clusters Score -573095.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -573172.375000 Penalty: 2743.171631
	Iteration 12Q: 3 clusters Score -573172.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -573233.937500 Penalty: 2743.171631
	Iteration 13Q: 3 clusters Score -573233.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -573295.062500 Penalty: 2743.171631
	Iteration 14Q: 3 clusters Score -573295.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -573352.875000 Penalty: 2743.171631
	Iteration 15Q: 3 clusters Score -573352.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -573414.500000 Penalty: 2743.171631
	Iteration 16Q: 3 clusters Score -573414.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -573469.937500 Penalty: 2743.171631
	Iteration 17Q: 3 clusters Score -573469.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -573499.062500 Penalty: 2743.171631
	Iteration 18Q: 3 clusters Score -573499.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -573517.437500 Penalty: 2743.171631
	Iteration 19Q: 3 clusters Score -573517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -573532.937500 Penalty: 2743.171631
	Iteration 20F: 3 clusters Score -573532.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -573553.937500 Penalty: 2743.171631
	Iteration 21Q: 3 clusters Score -573553.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -573571.875000 Penalty: 2743.171631
	Iteration 22Q: 3 clusters Score -573571.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -573586.937500 Penalty: 2743.171631
	Iteration 23Q: 3 clusters Score -573586.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -573600.625000 Penalty: 2743.171631
	Iteration 24Q: 3 clusters Score -573600.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -573612.000000 Penalty: 2743.171631
	Iteration 25Q: 3 clusters Score -573612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -573625.312500 Penalty: 2743.171631
	Iteration 26Q: 3 clusters Score -573625.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -573640.250000 Penalty: 2743.171631
	Iteration 27Q: 3 clusters Score -573640.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -573653.625000 Penalty: 2743.171631
	Iteration 28Q: 3 clusters Score -573653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -573660.250000 Penalty: 2743.171631
	Iteration 29Q: 3 clusters Score -573660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -573667.875000 Penalty: 2743.171631
	Iteration 30Q: 3 clusters Score -573667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -573672.500000 Penalty: 2743.171631
	Iteration 31Q: 3 clusters Score -573672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -573676.062500 Penalty: 2743.171631
	Iteration 32Q: 3 clusters Score -573676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -573684.437500 Penalty: 2743.171631
	Iteration 33Q: 3 clusters Score -573684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -573688.562500 Penalty: 2743.171631
	Iteration 34Q: 3 clusters Score -573688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -573691.250000 Penalty: 2743.171631
	Iteration 35Q: 3 clusters Score -573691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -573692.187500 Penalty: 2743.171631
	Iteration 36Q: 3 clusters Score -573692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -573695.125000 Penalty: 2743.171631
	Iteration 37Q: 3 clusters Score -573695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -573697.125000 Penalty: 2743.171631
	Iteration 38Q: 3 clusters Score -573697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -573697.375000 Penalty: 2743.171631
	Iteration 39Q: 3 clusters Score -573697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -573700.875000 Penalty: 2743.171631
	Iteration 40F: 3 clusters Score -573700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -573700.812500 Penalty: 2743.171631
	Iteration 41Q: 3 clusters Score -573700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -573700.812500 Penalty: 2743.171631
	Iteration 42F: 3 clusters Score -573700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -17108.896484 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -17108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16517.544922 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -16517.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16558.025391 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -16558.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16566.085938 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -16566.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16577.320312 Penalty: 1539.264526
	Iteration 3Q: 3 clusters Score -16577.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16582.460938 Penalty: 1539.264526
	Iteration 4Q: 3 clusters Score -16582.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16589.197266 Penalty: 1539.264526
	Iteration 5Q: 3 clusters Score -16589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16589.197266 Penalty: 1539.264526
	Iteration 6F: 3 clusters Score -16589.2 nChanged 0
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88300232.000000 Penalty: 39522.218750
23->19 Clusters: Score -88300232.000000, best is -88360088.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 3 contains 10756 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 10534 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 10698 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 10554 members 
Mstep: Class 14 contains 10504 members 
Mstep: Class 15 contains 10567 members 
Mstep: Class 16 contains 10743 members 
Mstep: Class 17 contains 10804 members 
Mstep: Class 18 contains 10806 members 
Mstep: Class 19 contains 10766 members 
Mstep: Class 20 contains 10733 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 22 contains 10575 members 
Mstep: Class 23 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 89.510941 but Gain 2017.156250
Score: -28339588.000000 Penalty: 44377.394531
Iteration 0F: 23 clusters Score -2.833959e+07 nChanged 233837
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 90070 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7049 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 17232 members 
Mstep: Class 9 contains 46409 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 13680 members 
Mstep: Class 15 contains 9545 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 1409 members 
Mstep: Class 21 contains 12010 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 708.250427 but Gain 2017.152344
Score: -29156326.000000 Penalty: 42360.242188
Iteration 1F: 22 clusters Score -2.915633e+07 nChanged 73151
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 4 contains 118230 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 4919 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 14517 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 11816 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 998 members 
Mstep: Class 20 contains 924 members 
Mstep: Class 21 contains 9591 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 777.739014 but Gain 2017.156250
Score: -29268016.000000 Penalty: 40343.085938
Iteration 2F: 21 clusters Score -2.926802e+07 nChanged 46938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 4 contains 139812 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 9031 members 
Mstep: Class 9 contains 37420 members 
Mstep: Class 10 contains 11995 members 
Mstep: Class 11 contains 2624 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 13377 members 
Mstep: Class 17 contains 698 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 20 contains 736 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 502.341736 but Gain 2017.152344
Score: -29328962.000000 Penalty: 38325.933594
Iteration 3F: 20 clusters Score -2.932896e+07 nChanged 31234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 4 contains 152681 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 30417 members 
Mstep: Class 10 contains 13578 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 547 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 456.024292 but Gain 2017.156250
Score: -29362318.000000 Penalty: 36308.777344
Iteration 4F: 19 clusters Score -2.936232e+07 nChanged 20934
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 4 contains 157715 members 
Mstep: Class 5 contains 412 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 14281 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 6479 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 20 contains 400 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 858 members 
Mstep: Class 23 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 433.216125 but Gain 2017.152344
Score: -29380056.000000 Penalty: 34291.625000
Iteration 5F: 18 clusters Score -2.938006e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 4 contains 158457 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 1149 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 22314 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 478 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 9266 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 561.752686 but Gain 2017.154297
Score: -29391366.000000 Penalty: 32274.470703
Iteration 6F: 17 clusters Score -2.939137e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 4 contains 157884 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 15031 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 460 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 1060 members 
Mstep: Class 23 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 858.144897 but Gain 2017.156250
Score: -29399124.000000 Penalty: 30257.314453
Iteration 7Q: 16 clusters Score -2.939912e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 4 contains 156855 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 20861 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 26362 members 
Mstep: Class 17 contains 530 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 21 contains 9488 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1161.876221 but Gain 2017.154297
Score: -29404892.000000 Penalty: 28240.160156
Iteration 8Q: 15 clusters Score -2.940489e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 4 contains 155757 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 27599 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1254.324829 but Gain 2017.154297
Score: -29409130.000000 Penalty: 26223.005859
Iteration 9Q: 14 clusters Score -2.940913e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 4 contains 154611 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 20510 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 15 contains 4684 members 
Mstep: Class 16 contains 28486 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1807.128906 but Gain 2017.154297
Score: -29412252.000000 Penalty: 24205.851562
Iteration 10Q: 13 clusters Score -2.941225e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 4 contains 154011 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 9 contains 20634 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 13 contains 5440 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 29291 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414700.000000 Penalty: 24205.851562
Iteration 11Q: 13 clusters Score -2.94147e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 153022 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 9 contains 20847 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 29703 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 21 contains 10028 members 
Mstep: Class 22 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416084.000000 Penalty: 24205.851562
Iteration 12Q: 13 clusters Score -2.941608e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 152161 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 9 contains 21040 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 30023 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417020.000000 Penalty: 24205.851562
Iteration 13Q: 13 clusters Score -2.941702e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 151403 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 9 contains 21220 members 
Mstep: Class 10 contains 16830 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 21 contains 10253 members 
Mstep: Class 22 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417686.000000 Penalty: 24205.851562
Iteration 14Q: 13 clusters Score -2.941769e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 150739 members 
Mstep: Class 7 contains 1499 members 
Mstep: Class 9 contains 21333 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 15 contains 5647 members 
Mstep: Class 16 contains 30472 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 21 contains 10380 members 
Mstep: Class 22 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418412.000000 Penalty: 24205.851562
Iteration 15Q: 13 clusters Score -2.941841e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 150178 members 
Mstep: Class 7 contains 1498 members 
Mstep: Class 9 contains 21409 members 
Mstep: Class 10 contains 17215 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 30648 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 10477 members 
Mstep: Class 22 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418928.000000 Penalty: 24205.851562
Iteration 16Q: 13 clusters Score -2.941893e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 149703 members 
Mstep: Class 7 contains 1498 members 
Mstep: Class 9 contains 21502 members 
Mstep: Class 10 contains 17324 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 30785 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 10561 members 
Mstep: Class 22 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419282.000000 Penalty: 24205.851562
Iteration 17Q: 13 clusters Score -2.941928e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 149256 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 15 contains 6173 members 
Mstep: Class 16 contains 30889 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 10661 members 
Mstep: Class 22 contains 1477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419496.000000 Penalty: 24205.851562
Iteration 18Q: 13 clusters Score -2.94195e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 148866 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 9 contains 21667 members 
Mstep: Class 10 contains 17437 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 15 contains 6323 members 
Mstep: Class 16 contains 30965 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 10758 members 
Mstep: Class 22 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419720.000000 Penalty: 24205.851562
Iteration 19Q: 13 clusters Score -2.941972e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 148490 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 9 contains 21721 members 
Mstep: Class 10 contains 17486 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 31025 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 21 contains 10860 members 
Mstep: Class 22 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420166.000000 Penalty: 24205.851562
Iteration 20F: 13 clusters Score -2.942017e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 148115 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 9 contains 21812 members 
Mstep: Class 10 contains 17499 members 
Mstep: Class 11 contains 2445 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 15 contains 6609 members 
Mstep: Class 16 contains 30986 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420430.000000 Penalty: 24205.851562
Iteration 21Q: 13 clusters Score -2.942043e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 147777 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 9 contains 21911 members 
Mstep: Class 10 contains 17504 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 30945 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11012 members 
Mstep: Class 22 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420630.000000 Penalty: 24205.851562
Iteration 22Q: 13 clusters Score -2.942063e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 147499 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 9 contains 21990 members 
Mstep: Class 10 contains 17533 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 30894 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11073 members 
Mstep: Class 22 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420760.000000 Penalty: 24205.851562
Iteration 23Q: 13 clusters Score -2.942076e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 147196 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 9 contains 22103 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 13 contains 3908 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 30843 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11133 members 
Mstep: Class 22 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420914.000000 Penalty: 24205.851562
Iteration 24Q: 13 clusters Score -2.942091e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 146902 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 9 contains 22204 members 
Mstep: Class 10 contains 17595 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 15 contains 6966 members 
Mstep: Class 16 contains 30809 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11181 members 
Mstep: Class 22 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421074.000000 Penalty: 24205.851562
Iteration 25Q: 13 clusters Score -2.942107e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 146657 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 9 contains 22282 members 
Mstep: Class 10 contains 17634 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 15 contains 7023 members 
Mstep: Class 16 contains 30797 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11223 members 
Mstep: Class 22 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421242.000000 Penalty: 24205.851562
Iteration 26Q: 13 clusters Score -2.942124e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 146441 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 9 contains 22325 members 
Mstep: Class 10 contains 17665 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 13 contains 3984 members 
Mstep: Class 15 contains 7069 members 
Mstep: Class 16 contains 30809 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11264 members 
Mstep: Class 22 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421314.000000 Penalty: 24205.851562
Iteration 27Q: 13 clusters Score -2.942131e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 146292 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 9 contains 22324 members 
Mstep: Class 10 contains 17713 members 
Mstep: Class 11 contains 2545 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 15 contains 7111 members 
Mstep: Class 16 contains 30803 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421404.000000 Penalty: 24205.851562
Iteration 28Q: 13 clusters Score -2.94214e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 146103 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 22344 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 15 contains 7158 members 
Mstep: Class 16 contains 30832 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 21 contains 11319 members 
Mstep: Class 22 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421526.000000 Penalty: 24205.851562
Iteration 29Q: 13 clusters Score -2.942153e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145917 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 22347 members 
Mstep: Class 10 contains 17787 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 21 contains 11345 members 
Mstep: Class 22 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421652.000000 Penalty: 24205.851562
Iteration 30Q: 13 clusters Score -2.942165e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145791 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 22326 members 
Mstep: Class 10 contains 17816 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 15 contains 7268 members 
Mstep: Class 16 contains 30892 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11360 members 
Mstep: Class 22 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421774.000000 Penalty: 24205.851562
Iteration 31Q: 13 clusters Score -2.942177e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145679 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 9 contains 22299 members 
Mstep: Class 10 contains 17839 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 30896 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11393 members 
Mstep: Class 22 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421886.000000 Penalty: 24205.851562
Iteration 32Q: 13 clusters Score -2.942189e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145607 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 9 contains 22288 members 
Mstep: Class 10 contains 17862 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 15 contains 7348 members 
Mstep: Class 16 contains 30887 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11408 members 
Mstep: Class 22 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421988.000000 Penalty: 24205.851562
Iteration 33Q: 13 clusters Score -2.942199e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145519 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 22277 members 
Mstep: Class 10 contains 17883 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 30908 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11423 members 
Mstep: Class 22 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422024.000000 Penalty: 24205.851562
Iteration 34Q: 13 clusters Score -2.942202e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145436 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 9 contains 22241 members 
Mstep: Class 10 contains 17925 members 
Mstep: Class 11 contains 2527 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 30934 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11431 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422112.000000 Penalty: 24205.851562
Iteration 35Q: 13 clusters Score -2.942211e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145345 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 9 contains 22230 members 
Mstep: Class 10 contains 17965 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 15 contains 7490 members 
Mstep: Class 16 contains 30947 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422194.000000 Penalty: 24205.851562
Iteration 36Q: 13 clusters Score -2.942219e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145272 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 9 contains 22216 members 
Mstep: Class 10 contains 17995 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 30952 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11455 members 
Mstep: Class 22 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422244.000000 Penalty: 24205.851562
Iteration 37Q: 13 clusters Score -2.942224e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 4 contains 145202 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 9 contains 22207 members 
Mstep: Class 10 contains 18025 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 30949 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422208.000000 Penalty: 24205.851562
Iteration 38Q: 13 clusters Score -2.942221e+07 nChanged 409
Entering ConstructFrom: 
Score: -29422208.000000 Penalty: 24205.851562
Entering ConstructFrom: 
Trying to split cluster 2 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -56631.406250 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -56631.41 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 213 members 
Entering Unmasked Estep 
Score: -55754.113281 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -55754.11 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56223.625000 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -56223.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56813.593750 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -56813.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -57631.429688 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -57631.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59089.675781 Penalty: 1959.190430
	Iteration 4F: 3 clusters Score -59089.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -59662.734375 Penalty: 1959.190430
	Iteration 5F: 3 clusters Score -59662.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59667.636719 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -59667.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59667.636719 Penalty: 1959.190430
	Iteration 7F: 3 clusters Score -59667.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 4 contains 145155 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 7627 members 
Mstep: Class 16 contains 30942 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
Score: -29424206.000000 Penalty: 26223.005859
Splitting cluster 2 changes total score from -29422208.000000 to -29424206.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (145155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Entering Unmasked Estep 
Score: -17524484.000000 Penalty: 1931.403076
	Iteration 0F: 2 clusters Score -1.752448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -17433750.000000 Penalty: 3862.806152
	Iteration 0F: 3 clusters Score -1.743375e+07 nChanged 70184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -17476848.000000 Penalty: 3862.806152
	Iteration 1F: 3 clusters Score -1.747685e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -17479110.000000 Penalty: 3862.806152
	Iteration 2Q: 3 clusters Score -1.747911e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -17482396.000000 Penalty: 3862.806152
	Iteration 3F: 3 clusters Score -1.74824e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -17487914.000000 Penalty: 3862.806152
	Iteration 4F: 3 clusters Score -1.748791e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -17494864.000000 Penalty: 3862.806152
	Iteration 5F: 3 clusters Score -1.749486e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -17503278.000000 Penalty: 3862.806152
	Iteration 6F: 3 clusters Score -1.750328e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -17510492.000000 Penalty: 3862.806152
	Iteration 7F: 3 clusters Score -1.751049e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -17515400.000000 Penalty: 3862.806152
	Iteration 8Q: 3 clusters Score -1.75154e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -17518288.000000 Penalty: 3862.806152
	Iteration 9Q: 3 clusters Score -1.751829e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -17519810.000000 Penalty: 3862.806152
	Iteration 10Q: 3 clusters Score -1.751981e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135128 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -17520792.000000 Penalty: 3862.806152
	Iteration 11Q: 3 clusters Score -1.752079e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -17521636.000000 Penalty: 3862.806152
	Iteration 12Q: 3 clusters Score -1.752164e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -17522280.000000 Penalty: 3862.806152
	Iteration 13Q: 3 clusters Score -1.752228e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17522792.000000 Penalty: 3862.806152
	Iteration 14Q: 3 clusters Score -1.752279e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139492 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -17523266.000000 Penalty: 3862.806152
	Iteration 15Q: 3 clusters Score -1.752327e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -17523590.000000 Penalty: 3862.806152
	Iteration 16Q: 3 clusters Score -1.752359e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17523858.000000 Penalty: 3862.806152
	Iteration 17Q: 3 clusters Score -1.752386e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141075 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -17524034.000000 Penalty: 3862.806152
	Iteration 18Q: 3 clusters Score -1.752403e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141374 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -17524118.000000 Penalty: 3862.806152
	Iteration 19Q: 3 clusters Score -1.752412e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141601 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -17524170.000000 Penalty: 3862.806152
	Iteration 20F: 3 clusters Score -1.752417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -17524190.000000 Penalty: 3862.806152
	Iteration 21Q: 3 clusters Score -1.752419e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -17524206.000000 Penalty: 3862.806152
	Iteration 22Q: 3 clusters Score -1.752421e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -17524218.000000 Penalty: 3862.806152
	Iteration 23Q: 3 clusters Score -1.752422e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -17524270.000000 Penalty: 3862.806152
	Iteration 24Q: 3 clusters Score -1.752427e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17524274.000000 Penalty: 3862.806152
	Iteration 25Q: 3 clusters Score -1.752427e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -17524298.000000 Penalty: 3862.806152
	Iteration 26Q: 3 clusters Score -1.75243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17524282.000000 Penalty: 3862.806152
	Iteration 27Q: 3 clusters Score -1.752428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17524286.000000 Penalty: 3862.806152
	Iteration 28Q: 3 clusters Score -1.752429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17524304.000000 Penalty: 3862.806152
	Iteration 29Q: 3 clusters Score -1.75243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -17524304.000000 Penalty: 3862.806152
	Iteration 30Q: 3 clusters Score -1.75243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142388 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -17524310.000000 Penalty: 3862.806152
	Iteration 31Q: 3 clusters Score -1.752431e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -17524326.000000 Penalty: 3862.806152
	Iteration 32Q: 3 clusters Score -1.752433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142446 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17524316.000000 Penalty: 3862.806152
	Iteration 33Q: 3 clusters Score -1.752432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -17524316.000000 Penalty: 3862.806152
	Iteration 34Q: 3 clusters Score -1.752432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17524320.000000 Penalty: 3862.806152
	Iteration 35Q: 3 clusters Score -1.752432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142517 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -17524324.000000 Penalty: 3862.806152
	Iteration 36Q: 3 clusters Score -1.752432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -17524322.000000 Penalty: 3862.806152
	Iteration 37Q: 3 clusters Score -1.752432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142546 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17524332.000000 Penalty: 3862.806152
	Iteration 38Q: 3 clusters Score -1.752433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -17524334.000000 Penalty: 3862.806152
	Iteration 39Q: 3 clusters Score -1.752433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -17524332.000000 Penalty: 3862.806152
	Iteration 40F: 3 clusters Score -1.752433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -17524332.000000 Penalty: 3862.806152
	Iteration 41Q: 3 clusters Score -1.752433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17524326.000000 Penalty: 3862.806152
	Iteration 42Q: 3 clusters Score -1.752433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -17524330.000000 Penalty: 3862.806152
	Iteration 43Q: 3 clusters Score -1.752433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17524334.000000 Penalty: 3862.806152
	Iteration 44Q: 3 clusters Score -1.752433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -17524334.000000 Penalty: 3862.806152
	Iteration 45Q: 3 clusters Score -1.752433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -17524342.000000 Penalty: 3862.806152
	Iteration 46Q: 3 clusters Score -1.752434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142649 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17524346.000000 Penalty: 3862.806152
	Iteration 47Q: 3 clusters Score -1.752435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -17524352.000000 Penalty: 3862.806152
	Iteration 48Q: 3 clusters Score -1.752435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -17524336.000000 Penalty: 3862.806152
	Iteration 49Q: 3 clusters Score -1.752434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17524336.000000 Penalty: 3862.806152
	Iteration 50Q: 3 clusters Score -1.752434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17524336.000000 Penalty: 3862.806152
	Iteration 51F: 3 clusters Score -1.752434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -166912.328125 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -166912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165181.078125 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -165181.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165532.031250 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -165532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165620.312500 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -165620.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165676.453125 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -165676.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165721.984375 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -165722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -165769.578125 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -165769.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165806.796875 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -165806.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -165825.734375 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -165825.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165843.312500 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -165843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165857.515625 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -165857.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165877.437500 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -165877.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165888.843750 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -165888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165898.906250 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -165898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -165910.828125 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -165910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165918.234375 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -165918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165923.765625 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -165923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165930.578125 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -165930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165935.359375 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -165935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165943.390625 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -165943.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -165954.468750 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -165954.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -165969.015625 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -165969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165978.593750 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -165978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -165993.328125 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -165993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -165996.718750 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -165996.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166000.562500 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -166000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166010.531250 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -166010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -166025.000000 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -166025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166036.250000 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -166036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166047.093750 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -166047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166053.500000 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -166053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166059.000000 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -166059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166063.093750 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -166063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -166071.203125 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -166071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166076.890625 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -166076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -166081.109375 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -166081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166084.968750 Penalty: 2366.226562
	Iteration 35Q: 3 clusters Score -166085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -166091.921875 Penalty: 2366.226562
	Iteration 36Q: 3 clusters Score -166091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -166099.359375 Penalty: 2366.226562
	Iteration 37Q: 3 clusters Score -166099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166100.843750 Penalty: 2366.226562
	Iteration 38Q: 3 clusters Score -166100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166101.609375 Penalty: 2366.226562
	Iteration 39Q: 3 clusters Score -166101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166101.609375 Penalty: 2366.226562
	Iteration 40F: 3 clusters Score -166101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Entering Unmasked Estep 
Score: -2784953.000000 Penalty: 1626.040771
	Iteration 0F: 2 clusters Score -2784953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2770174.250000 Penalty: 3252.081543
	Iteration 0F: 3 clusters Score -2770174 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2775748.000000 Penalty: 3252.081543
	Iteration 1F: 3 clusters Score -2775748 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2776129.250000 Penalty: 3252.081543
	Iteration 2Q: 3 clusters Score -2776129 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2776468.250000 Penalty: 3252.081543
	Iteration 3Q: 3 clusters Score -2776468 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2776854.250000 Penalty: 3252.081543
	Iteration 4Q: 3 clusters Score -2776854 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2777337.500000 Penalty: 3252.081543
	Iteration 5Q: 3 clusters Score -2777338 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2778023.750000 Penalty: 3252.081543
	Iteration 6F: 3 clusters Score -2778024 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2778977.000000 Penalty: 3252.081543
	Iteration 7F: 3 clusters Score -2778977 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2780226.750000 Penalty: 3252.081543
	Iteration 8F: 3 clusters Score -2780227 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2781528.250000 Penalty: 3252.081543
	Iteration 9F: 3 clusters Score -2781528 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2782474.500000 Penalty: 3252.081543
	Iteration 10F: 3 clusters Score -2782474 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2783024.250000 Penalty: 3252.081543
	Iteration 11Q: 3 clusters Score -2783024 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2783326.000000 Penalty: 3252.081543
	Iteration 12Q: 3 clusters Score -2783326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2783458.250000 Penalty: 3252.081543
	Iteration 13Q: 3 clusters Score -2783458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2783530.250000 Penalty: 3252.081543
	Iteration 14Q: 3 clusters Score -2783530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2783576.000000 Penalty: 3252.081543
	Iteration 15Q: 3 clusters Score -2783576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2783606.250000 Penalty: 3252.081543
	Iteration 16Q: 3 clusters Score -2783606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2783616.000000 Penalty: 3252.081543
	Iteration 17Q: 3 clusters Score -2783616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2783633.000000 Penalty: 3252.081543
	Iteration 18Q: 3 clusters Score -2783633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2783645.000000 Penalty: 3252.081543
	Iteration 19Q: 3 clusters Score -2783645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2783652.000000 Penalty: 3252.081543
	Iteration 20F: 3 clusters Score -2783652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2783653.500000 Penalty: 3252.081543
	Iteration 21Q: 3 clusters Score -2783654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2783656.500000 Penalty: 3252.081543
	Iteration 22Q: 3 clusters Score -2783656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2783656.500000 Penalty: 3252.081543
	Iteration 23F: 3 clusters Score -2783656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Entering Unmasked Estep 
Score: -2104648.750000 Penalty: 1592.637329
	Iteration 0F: 2 clusters Score -2104649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2092271.000000 Penalty: 3185.274658
	Iteration 0F: 3 clusters Score -2092271 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2096693.250000 Penalty: 3185.274658
	Iteration 1F: 3 clusters Score -2096693 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2097069.125000 Penalty: 3185.274658
	Iteration 2F: 3 clusters Score -2097069 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2097393.000000 Penalty: 3185.274658
	Iteration 3Q: 3 clusters Score -2097393 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2097715.000000 Penalty: 3185.274658
	Iteration 4Q: 3 clusters Score -2097715 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2098050.250000 Penalty: 3185.274658
	Iteration 5Q: 3 clusters Score -2098050 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2098422.000000 Penalty: 3185.274658
	Iteration 6Q: 3 clusters Score -2098422 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2098875.000000 Penalty: 3185.274658
	Iteration 7Q: 3 clusters Score -2098875 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2099420.250000 Penalty: 3185.274658
	Iteration 8F: 3 clusters Score -2099420 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2100085.750000 Penalty: 3185.274658
	Iteration 9F: 3 clusters Score -2100086 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2100816.000000 Penalty: 3185.274658
	Iteration 10F: 3 clusters Score -2100816 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2101586.500000 Penalty: 3185.274658
	Iteration 11F: 3 clusters Score -2101586 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2102190.500000 Penalty: 3185.274658
	Iteration 12Q: 3 clusters Score -2102190 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2102606.250000 Penalty: 3185.274658
	Iteration 13Q: 3 clusters Score -2102606 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2102864.250000 Penalty: 3185.274658
	Iteration 14Q: 3 clusters Score -2102864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2103060.250000 Penalty: 3185.274658
	Iteration 15Q: 3 clusters Score -2103060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2103158.000000 Penalty: 3185.274658
	Iteration 16Q: 3 clusters Score -2103158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2103244.500000 Penalty: 3185.274658
	Iteration 17Q: 3 clusters Score -2103244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2103291.250000 Penalty: 3185.274658
	Iteration 18Q: 3 clusters Score -2103291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2103314.000000 Penalty: 3185.274658
	Iteration 19Q: 3 clusters Score -2103314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2103329.000000 Penalty: 3185.274658
	Iteration 20F: 3 clusters Score -2103329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2103341.500000 Penalty: 3185.274658
	Iteration 21Q: 3 clusters Score -2103342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2103358.750000 Penalty: 3185.274658
	Iteration 22Q: 3 clusters Score -2103359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2103380.500000 Penalty: 3185.274658
	Iteration 23Q: 3 clusters Score -2103380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2103392.250000 Penalty: 3185.274658
	Iteration 24Q: 3 clusters Score -2103392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2103406.000000 Penalty: 3185.274658
	Iteration 25Q: 3 clusters Score -2103406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2103417.750000 Penalty: 3185.274658
	Iteration 26Q: 3 clusters Score -2103418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2103426.250000 Penalty: 3185.274658
	Iteration 27Q: 3 clusters Score -2103426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2103430.000000 Penalty: 3185.274658
	Iteration 28Q: 3 clusters Score -2103430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2103436.750000 Penalty: 3185.274658
	Iteration 29Q: 3 clusters Score -2103437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2103443.500000 Penalty: 3185.274658
	Iteration 30Q: 3 clusters Score -2103444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2103451.250000 Penalty: 3185.274658
	Iteration 31Q: 3 clusters Score -2103451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2103467.000000 Penalty: 3185.274658
	Iteration 32Q: 3 clusters Score -2103467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2103475.250000 Penalty: 3185.274658
	Iteration 33Q: 3 clusters Score -2103475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2103482.500000 Penalty: 3185.274658
	Iteration 34Q: 3 clusters Score -2103482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2103484.750000 Penalty: 3185.274658
	Iteration 35Q: 3 clusters Score -2103485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2103490.000000 Penalty: 3185.274658
	Iteration 36Q: 3 clusters Score -2103490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2103494.000000 Penalty: 3185.274658
	Iteration 37Q: 3 clusters Score -2103494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2103493.250000 Penalty: 3185.274658
	Iteration 38Q: 3 clusters Score -2103493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2103495.250000 Penalty: 3185.274658
	Iteration 39Q: 3 clusters Score -2103495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2103495.750000 Penalty: 3185.274658
	Iteration 40F: 3 clusters Score -2103496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -308354.312500 Penalty: 1270.886597
	Iteration 0F: 2 clusters Score -308354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -305946.750000 Penalty: 2541.773193
	Iteration 0F: 3 clusters Score -305946.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -306466.437500 Penalty: 2541.773193
	Iteration 1F: 3 clusters Score -306466.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306572.718750 Penalty: 2541.773193
	Iteration 2F: 3 clusters Score -306572.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -306627.500000 Penalty: 2541.773193
	Iteration 3Q: 3 clusters Score -306627.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306659.406250 Penalty: 2541.773193
	Iteration 4Q: 3 clusters Score -306659.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -306680.281250 Penalty: 2541.773193
	Iteration 5Q: 3 clusters Score -306680.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -306698.656250 Penalty: 2541.773193
	Iteration 6Q: 3 clusters Score -306698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -306714.531250 Penalty: 2541.773193
	Iteration 7Q: 3 clusters Score -306714.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -306725.812500 Penalty: 2541.773193
	Iteration 8Q: 3 clusters Score -306725.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -306736.812500 Penalty: 2541.773193
	Iteration 9Q: 3 clusters Score -306736.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -306749.968750 Penalty: 2541.773193
	Iteration 10Q: 3 clusters Score -306750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -306757.250000 Penalty: 2541.773193
	Iteration 11Q: 3 clusters Score -306757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -306767.281250 Penalty: 2541.773193
	Iteration 12Q: 3 clusters Score -306767.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -306778.593750 Penalty: 2541.773193
	Iteration 13Q: 3 clusters Score -306778.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -306786.093750 Penalty: 2541.773193
	Iteration 14Q: 3 clusters Score -306786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306795.093750 Penalty: 2541.773193
	Iteration 15Q: 3 clusters Score -306795.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306800.937500 Penalty: 2541.773193
	Iteration 16Q: 3 clusters Score -306800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306804.875000 Penalty: 2541.773193
	Iteration 17Q: 3 clusters Score -306804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -306813.687500 Penalty: 2541.773193
	Iteration 18Q: 3 clusters Score -306813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -306820.875000 Penalty: 2541.773193
	Iteration 19Q: 3 clusters Score -306820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306827.062500 Penalty: 2541.773193
	Iteration 20F: 3 clusters Score -306827.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -306832.125000 Penalty: 2541.773193
	Iteration 21Q: 3 clusters Score -306832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -306836.500000 Penalty: 2541.773193
	Iteration 22Q: 3 clusters Score -306836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -306839.031250 Penalty: 2541.773193
	Iteration 23Q: 3 clusters Score -306839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -306842.656250 Penalty: 2541.773193
	Iteration 24Q: 3 clusters Score -306842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -306843.187500 Penalty: 2541.773193
	Iteration 25Q: 3 clusters Score -306843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -306843.312500 Penalty: 2541.773193
	Iteration 26Q: 3 clusters Score -306843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -306843.312500 Penalty: 2541.773193
	Iteration 27F: 3 clusters Score -306843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -501784.843750 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -501784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -498340.250000 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -498340.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -499231.875000 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -499231.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -499443.937500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -499443.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -499554.656250 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -499554.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -499618.562500 Penalty: 2709.871582
	Iteration 4Q: 3 clusters Score -499618.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -499667.062500 Penalty: 2709.871582
	Iteration 5Q: 3 clusters Score -499667.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -499708.625000 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -499708.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -499738.562500 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -499738.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -499768.218750 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -499768.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -499799.250000 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -499799.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -499837.906250 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -499837.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -499877.531250 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -499877.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -499915.468750 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -499915.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -499949.156250 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -499949.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -499982.125000 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -499982.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -500011.937500 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -500011.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -500046.468750 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -500046.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -500090.218750 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -500090.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -500134.843750 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -500134.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -500176.187500 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -500176.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -500214.125000 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -500214.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -500249.312500 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -500249.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -500283.218750 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -500283.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -500314.750000 Penalty: 2709.871582
	Iteration 23Q: 3 clusters Score -500314.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -500348.093750 Penalty: 2709.871582
	Iteration 24Q: 3 clusters Score -500348.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -500382.218750 Penalty: 2709.871582
	Iteration 25Q: 3 clusters Score -500382.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -500404.125000 Penalty: 2709.871582
	Iteration 26Q: 3 clusters Score -500404.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -500430.312500 Penalty: 2709.871582
	Iteration 27Q: 3 clusters Score -500430.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -500456.781250 Penalty: 2709.871582
	Iteration 28Q: 3 clusters Score -500456.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -500478.093750 Penalty: 2709.871582
	Iteration 29Q: 3 clusters Score -500478.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -500496.406250 Penalty: 2709.871582
	Iteration 30Q: 3 clusters Score -500496.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -500518.250000 Penalty: 2709.871582
	Iteration 31Q: 3 clusters Score -500518.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -500540.718750 Penalty: 2709.871582
	Iteration 32Q: 3 clusters Score -500540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -500552.843750 Penalty: 2709.871582
	Iteration 33Q: 3 clusters Score -500552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -500561.250000 Penalty: 2709.871582
	Iteration 34Q: 3 clusters Score -500561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -500568.718750 Penalty: 2709.871582
	Iteration 35Q: 3 clusters Score -500568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -500575.718750 Penalty: 2709.871582
	Iteration 36Q: 3 clusters Score -500575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -500580.375000 Penalty: 2709.871582
	Iteration 37Q: 3 clusters Score -500580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -500586.687500 Penalty: 2709.871582
	Iteration 38Q: 3 clusters Score -500586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -500590.500000 Penalty: 2709.871582
	Iteration 39Q: 3 clusters Score -500590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -500592.281250 Penalty: 2709.871582
	Iteration 40F: 3 clusters Score -500592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -500594.031250 Penalty: 2709.871582
	Iteration 41Q: 3 clusters Score -500594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -500594.031250 Penalty: 2709.871582
	Iteration 42F: 3 clusters Score -500594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -939738.562500 Penalty: 1452.660645
	Iteration 0F: 2 clusters Score -939738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -934035.062500 Penalty: 2905.321289
	Iteration 0F: 3 clusters Score -934035.1 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -935716.687500 Penalty: 2905.321289
	Iteration 1F: 3 clusters Score -935716.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -935928.250000 Penalty: 2905.321289
	Iteration 2F: 3 clusters Score -935928.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -936062.500000 Penalty: 2905.321289
	Iteration 3Q: 3 clusters Score -936062.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -936151.375000 Penalty: 2905.321289
	Iteration 4Q: 3 clusters Score -936151.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -936222.750000 Penalty: 2905.321289
	Iteration 5Q: 3 clusters Score -936222.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -936298.125000 Penalty: 2905.321289
	Iteration 6Q: 3 clusters Score -936298.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -936378.937500 Penalty: 2905.321289
	Iteration 7Q: 3 clusters Score -936378.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -936474.750000 Penalty: 2905.321289
	Iteration 8Q: 3 clusters Score -936474.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -936588.000000 Penalty: 2905.321289
	Iteration 9Q: 3 clusters Score -936588 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -936721.187500 Penalty: 2905.321289
	Iteration 10Q: 3 clusters Score -936721.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -936871.000000 Penalty: 2905.321289
	Iteration 11Q: 3 clusters Score -936871 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -937081.437500 Penalty: 2905.321289
	Iteration 12Q: 3 clusters Score -937081.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -937309.437500 Penalty: 2905.321289
	Iteration 13Q: 3 clusters Score -937309.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -937573.625000 Penalty: 2905.321289
	Iteration 14Q: 3 clusters Score -937573.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -937827.875000 Penalty: 2905.321289
	Iteration 15Q: 3 clusters Score -937827.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -938028.437500 Penalty: 2905.321289
	Iteration 16Q: 3 clusters Score -938028.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -938155.437500 Penalty: 2905.321289
	Iteration 17Q: 3 clusters Score -938155.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -938242.250000 Penalty: 2905.321289
	Iteration 18Q: 3 clusters Score -938242.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -938308.187500 Penalty: 2905.321289
	Iteration 19Q: 3 clusters Score -938308.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -938350.812500 Penalty: 2905.321289
	Iteration 20F: 3 clusters Score -938350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -938371.375000 Penalty: 2905.321289
	Iteration 21Q: 3 clusters Score -938371.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -938395.187500 Penalty: 2905.321289
	Iteration 22Q: 3 clusters Score -938395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -938416.375000 Penalty: 2905.321289
	Iteration 23Q: 3 clusters Score -938416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -938430.875000 Penalty: 2905.321289
	Iteration 24Q: 3 clusters Score -938430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -938435.312500 Penalty: 2905.321289
	Iteration 25Q: 3 clusters Score -938435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -938442.875000 Penalty: 2905.321289
	Iteration 26Q: 3 clusters Score -938442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -938444.187500 Penalty: 2905.321289
	Iteration 27Q: 3 clusters Score -938444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -938444.187500 Penalty: 2905.321289
	Iteration 28F: 3 clusters Score -938444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Entering Unmasked Estep 
Score: -3754464.750000 Penalty: 1680.228760
	Iteration 0F: 2 clusters Score -3754465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3733598.750000 Penalty: 3360.457520
	Iteration 0F: 3 clusters Score -3733599 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3741978.000000 Penalty: 3360.457520
	Iteration 1F: 3 clusters Score -3741978 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3743285.000000 Penalty: 3360.457520
	Iteration 2F: 3 clusters Score -3743285 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3745275.500000 Penalty: 3360.457520
	Iteration 3F: 3 clusters Score -3745276 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3747260.750000 Penalty: 3360.457520
	Iteration 4F: 3 clusters Score -3747261 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3748913.250000 Penalty: 3360.457520
	Iteration 5F: 3 clusters Score -3748913 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3750506.000000 Penalty: 3360.457520
	Iteration 6F: 3 clusters Score -3750506 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3752202.000000 Penalty: 3360.457520
	Iteration 7F: 3 clusters Score -3752202 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3753638.500000 Penalty: 3360.457520
	Iteration 8F: 3 clusters Score -3753638 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3754666.500000 Penalty: 3360.457520
	Iteration 9Q: 3 clusters Score -3754666 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3755429.750000 Penalty: 3360.457520
	Iteration 10Q: 3 clusters Score -3755430 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3756044.750000 Penalty: 3360.457520
	Iteration 11Q: 3 clusters Score -3756045 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3756612.000000 Penalty: 3360.457520
	Iteration 12Q: 3 clusters Score -3756612 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3757054.000000 Penalty: 3360.457520
	Iteration 13Q: 3 clusters Score -3757054 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3757374.250000 Penalty: 3360.457520
	Iteration 14Q: 3 clusters Score -3757374 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3757672.000000 Penalty: 3360.457520
	Iteration 15Q: 3 clusters Score -3757672 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3757857.500000 Penalty: 3360.457520
	Iteration 16Q: 3 clusters Score -3757858 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3757990.000000 Penalty: 3360.457520
	Iteration 17Q: 3 clusters Score -3757990 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3758078.750000 Penalty: 3360.457520
	Iteration 18Q: 3 clusters Score -3758079 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3758130.750000 Penalty: 3360.457520
	Iteration 19Q: 3 clusters Score -3758131 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3758154.000000 Penalty: 3360.457520
	Iteration 20F: 3 clusters Score -3758154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3758181.500000 Penalty: 3360.457520
	Iteration 21Q: 3 clusters Score -3758182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3758197.250000 Penalty: 3360.457520
	Iteration 22Q: 3 clusters Score -3758197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3758213.000000 Penalty: 3360.457520
	Iteration 23Q: 3 clusters Score -3758213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3758217.750000 Penalty: 3360.457520
	Iteration 24Q: 3 clusters Score -3758218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3758221.500000 Penalty: 3360.457520
	Iteration 25Q: 3 clusters Score -3758222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3758212.000000 Penalty: 3360.457520
	Iteration 26Q: 3 clusters Score -3758212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3758211.000000 Penalty: 3360.457520
	Iteration 27Q: 3 clusters Score -3758211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3758223.750000 Penalty: 3360.457520
	Iteration 28Q: 3 clusters Score -3758224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3758220.000000 Penalty: 3360.457520
	Iteration 29Q: 3 clusters Score -3758220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3758229.000000 Penalty: 3360.457520
	Iteration 30Q: 3 clusters Score -3758229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3758228.500000 Penalty: 3360.457520
	Iteration 31Q: 3 clusters Score -3758228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3758232.250000 Penalty: 3360.457520
	Iteration 32Q: 3 clusters Score -3758232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3758235.500000 Penalty: 3360.457520
	Iteration 33Q: 3 clusters Score -3758236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3758234.750000 Penalty: 3360.457520
	Iteration 34Q: 3 clusters Score -3758235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3758234.750000 Penalty: 3360.457520
	Iteration 35Q: 3 clusters Score -3758235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3758235.250000 Penalty: 3360.457520
	Iteration 36Q: 3 clusters Score -3758235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3758237.000000 Penalty: 3360.457520
	Iteration 37Q: 3 clusters Score -3758237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3758243.500000 Penalty: 3360.457520
	Iteration 38Q: 3 clusters Score -3758244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3758243.500000 Penalty: 3360.457520
	Iteration 39Q: 3 clusters Score -3758244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3758243.500000 Penalty: 3360.457520
	Iteration 40F: 3 clusters Score -3758244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21087 members 
Mstep: Class 4 contains 145155 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 7627 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
Score: -29427638.000000 Penalty: 28240.160156
Splitting cluster 16 changes total score from -29422208.000000 to -29427638.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 18 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -43753.964844 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -43753.96 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 206 members 
Entering Unmasked Estep 
Score: -42829.214844 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -42829.21 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42971.457031 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -42971.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43008.699219 Penalty: 1971.485229
	Iteration 2Q: 3 clusters Score -43008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43018.226562 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -43018.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43024.105469 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -43024.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43024.648438 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -43024.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43027.621094 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -43027.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43029.007812 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -43029.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43029.007812 Penalty: 1971.485229
	Iteration 8F: 3 clusters Score -43029.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Entering Unmasked Estep 
Score: -1414619.875000 Penalty: 1519.179443
	Iteration 0F: 2 clusters Score -1414620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1406495.750000 Penalty: 3038.358887
	Iteration 0F: 3 clusters Score -1406496 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1409293.000000 Penalty: 3038.358887
	Iteration 1F: 3 clusters Score -1409293 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1409646.500000 Penalty: 3038.358887
	Iteration 2F: 3 clusters Score -1409646 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1409964.000000 Penalty: 3038.358887
	Iteration 3F: 3 clusters Score -1409964 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1410229.250000 Penalty: 3038.358887
	Iteration 4Q: 3 clusters Score -1410229 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1410527.000000 Penalty: 3038.358887
	Iteration 5Q: 3 clusters Score -1410527 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1410828.250000 Penalty: 3038.358887
	Iteration 6Q: 3 clusters Score -1410828 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1411153.250000 Penalty: 3038.358887
	Iteration 7Q: 3 clusters Score -1411153 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1411543.250000 Penalty: 3038.358887
	Iteration 8Q: 3 clusters Score -1411543 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1411911.375000 Penalty: 3038.358887
	Iteration 9Q: 3 clusters Score -1411911 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1412266.500000 Penalty: 3038.358887
	Iteration 10Q: 3 clusters Score -1412266 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1412550.625000 Penalty: 3038.358887
	Iteration 11Q: 3 clusters Score -1412551 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1412773.750000 Penalty: 3038.358887
	Iteration 12Q: 3 clusters Score -1412774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1412918.875000 Penalty: 3038.358887
	Iteration 13Q: 3 clusters Score -1412919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1413041.500000 Penalty: 3038.358887
	Iteration 14Q: 3 clusters Score -1413042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1413122.000000 Penalty: 3038.358887
	Iteration 15Q: 3 clusters Score -1413122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1413187.125000 Penalty: 3038.358887
	Iteration 16Q: 3 clusters Score -1413187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1413241.625000 Penalty: 3038.358887
	Iteration 17Q: 3 clusters Score -1413242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1413282.625000 Penalty: 3038.358887
	Iteration 18Q: 3 clusters Score -1413283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1413312.250000 Penalty: 3038.358887
	Iteration 19Q: 3 clusters Score -1413312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1413337.000000 Penalty: 3038.358887
	Iteration 20F: 3 clusters Score -1413337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1413353.125000 Penalty: 3038.358887
	Iteration 21Q: 3 clusters Score -1413353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1413361.375000 Penalty: 3038.358887
	Iteration 22Q: 3 clusters Score -1413361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1413369.875000 Penalty: 3038.358887
	Iteration 23Q: 3 clusters Score -1413370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1413372.375000 Penalty: 3038.358887
	Iteration 24Q: 3 clusters Score -1413372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1413373.375000 Penalty: 3038.358887
	Iteration 25Q: 3 clusters Score -1413373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1413375.750000 Penalty: 3038.358887
	Iteration 26Q: 3 clusters Score -1413376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1413375.750000 Penalty: 3038.358887
	Iteration 27F: 3 clusters Score -1413376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -181727.453125 Penalty: 1202.103760
	Iteration 0F: 2 clusters Score -181727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179858.593750 Penalty: 2404.207520
	Iteration 0F: 3 clusters Score -179858.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180307.828125 Penalty: 2404.207520
	Iteration 1F: 3 clusters Score -180307.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180458.562500 Penalty: 2404.207520
	Iteration 2F: 3 clusters Score -180458.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180534.640625 Penalty: 2404.207520
	Iteration 3F: 3 clusters Score -180534.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180590.375000 Penalty: 2404.207520
	Iteration 4Q: 3 clusters Score -180590.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -180635.156250 Penalty: 2404.207520
	Iteration 5Q: 3 clusters Score -180635.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180667.109375 Penalty: 2404.207520
	Iteration 6Q: 3 clusters Score -180667.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180699.406250 Penalty: 2404.207520
	Iteration 7Q: 3 clusters Score -180699.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180734.296875 Penalty: 2404.207520
	Iteration 8Q: 3 clusters Score -180734.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180768.656250 Penalty: 2404.207520
	Iteration 9Q: 3 clusters Score -180768.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -180800.562500 Penalty: 2404.207520
	Iteration 10Q: 3 clusters Score -180800.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -180827.796875 Penalty: 2404.207520
	Iteration 11Q: 3 clusters Score -180827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -180842.046875 Penalty: 2404.207520
	Iteration 12Q: 3 clusters Score -180842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -180855.390625 Penalty: 2404.207520
	Iteration 13Q: 3 clusters Score -180855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -180863.828125 Penalty: 2404.207520
	Iteration 14Q: 3 clusters Score -180863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -180871.828125 Penalty: 2404.207520
	Iteration 15Q: 3 clusters Score -180871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -180876.453125 Penalty: 2404.207520
	Iteration 16Q: 3 clusters Score -180876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -180878.125000 Penalty: 2404.207520
	Iteration 17Q: 3 clusters Score -180878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -180880.703125 Penalty: 2404.207520
	Iteration 18Q: 3 clusters Score -180880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -180881.359375 Penalty: 2404.207520
	Iteration 19Q: 3 clusters Score -180881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -180882.406250 Penalty: 2404.207520
	Iteration 20F: 3 clusters Score -180882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -180882.562500 Penalty: 2404.207520
	Iteration 21Q: 3 clusters Score -180882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -180882.984375 Penalty: 2404.207520
	Iteration 22Q: 3 clusters Score -180883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -180883.281250 Penalty: 2404.207520
	Iteration 23Q: 3 clusters Score -180883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -180883.156250 Penalty: 2404.207520
	Iteration 24Q: 3 clusters Score -180883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -180883.156250 Penalty: 2404.207520
	Iteration 25F: 3 clusters Score -180883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 4 contains 145155 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 15 contains 7627 members 
Mstep: Class 16 contains 9855 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429756.000000 Penalty: 28240.160156
Iteration 39Q: 15 clusters Score -2.942976e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 3 contains 19679 members 
Mstep: Class 4 contains 146189 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 18067 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 15 contains 7654 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11618 members 
Mstep: Class 22 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431402.000000 Penalty: 28240.160156
Iteration 40F: 15 clusters Score -2.94314e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 300 members 
Mstep: Class 3 contains 19445 members 
Mstep: Class 4 contains 146408 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 9 contains 22048 members 
Mstep: Class 10 contains 18076 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 16 contains 10524 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11614 members 
Mstep: Class 22 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29431876.000000 Penalty: 28240.160156
Iteration 41Q: 15 clusters Score -2.943188e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19335 members 
Mstep: Class 4 contains 146511 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 9 contains 21958 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 15 contains 7736 members 
Mstep: Class 16 contains 10664 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 21 contains 11617 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432024.000000 Penalty: 28240.160156
Iteration 42Q: 15 clusters Score -2.943202e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19289 members 
Mstep: Class 4 contains 146509 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 9 contains 21883 members 
Mstep: Class 10 contains 18109 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 13 contains 3638 members 
Mstep: Class 15 contains 7787 members 
Mstep: Class 16 contains 10786 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 21 contains 11605 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432182.000000 Penalty: 28240.160156
Iteration 43Q: 15 clusters Score -2.943218e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19280 members 
Mstep: Class 4 contains 146428 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 9 contains 21819 members 
Mstep: Class 10 contains 18136 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 10899 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 21 contains 11607 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432280.000000 Penalty: 28240.160156
Iteration 44Q: 15 clusters Score -2.943228e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19321 members 
Mstep: Class 4 contains 146314 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 9 contains 21785 members 
Mstep: Class 10 contains 18156 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 10988 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 21 contains 11595 members 
Mstep: Class 22 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432348.000000 Penalty: 28240.160156
Iteration 45Q: 15 clusters Score -2.943235e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19371 members 
Mstep: Class 4 contains 146190 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 9 contains 21768 members 
Mstep: Class 10 contains 18156 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 15 contains 7914 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 21 contains 11576 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432380.000000 Penalty: 28240.160156
Iteration 46Q: 15 clusters Score -2.943238e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19414 members 
Mstep: Class 4 contains 146054 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 21758 members 
Mstep: Class 10 contains 18158 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 11156 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 21 contains 11576 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432394.000000 Penalty: 28240.160156
Iteration 47Q: 15 clusters Score -2.943239e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 145936 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 18165 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11573 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432438.000000 Penalty: 28240.160156
Iteration 48Q: 15 clusters Score -2.943244e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19514 members 
Mstep: Class 4 contains 145826 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 18174 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 15 contains 8015 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11560 members 
Mstep: Class 22 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432522.000000 Penalty: 28240.160156
Iteration 49Q: 15 clusters Score -2.943252e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19578 members 
Mstep: Class 4 contains 145735 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 18191 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 11256 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11546 members 
Mstep: Class 22 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432572.000000 Penalty: 28240.160156
Iteration 50Q: 15 clusters Score -2.943257e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 145651 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 18193 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 11281 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11534 members 
Mstep: Class 22 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432636.000000 Penalty: 28240.160156
Iteration 51Q: 15 clusters Score -2.943264e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19657 members 
Mstep: Class 4 contains 145567 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 9 contains 21762 members 
Mstep: Class 10 contains 18192 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 15 contains 8099 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11522 members 
Mstep: Class 22 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432724.000000 Penalty: 28240.160156
Iteration 52Q: 15 clusters Score -2.943272e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19689 members 
Mstep: Class 4 contains 145494 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 18188 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11520 members 
Mstep: Class 22 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432722.000000 Penalty: 28240.160156
Iteration 53Q: 15 clusters Score -2.943272e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19715 members 
Mstep: Class 4 contains 145402 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 9 contains 21768 members 
Mstep: Class 10 contains 18186 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 15 contains 8158 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11520 members 
Mstep: Class 22 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432768.000000 Penalty: 28240.160156
Iteration 54Q: 15 clusters Score -2.943277e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19742 members 
Mstep: Class 4 contains 145350 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 9 contains 21772 members 
Mstep: Class 10 contains 18173 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 11368 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11514 members 
Mstep: Class 22 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432782.000000 Penalty: 28240.160156
Iteration 55Q: 15 clusters Score -2.943278e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19764 members 
Mstep: Class 4 contains 145287 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 9 contains 21775 members 
Mstep: Class 10 contains 18167 members 
Mstep: Class 11 contains 2494 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11510 members 
Mstep: Class 22 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432718.000000 Penalty: 28240.160156
Iteration 56Q: 15 clusters Score -2.943272e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19783 members 
Mstep: Class 4 contains 145232 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 9 contains 21772 members 
Mstep: Class 10 contains 18161 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11507 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432758.000000 Penalty: 28240.160156
Iteration 57Q: 15 clusters Score -2.943276e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19795 members 
Mstep: Class 4 contains 145192 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 9 contains 21781 members 
Mstep: Class 10 contains 18160 members 
Mstep: Class 11 contains 2501 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11499 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432790.000000 Penalty: 28240.160156
Iteration 58Q: 15 clusters Score -2.943279e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19808 members 
Mstep: Class 4 contains 145157 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 9 contains 21789 members 
Mstep: Class 10 contains 18160 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 16 contains 11437 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11493 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432844.000000 Penalty: 28240.160156
Iteration 59Q: 15 clusters Score -2.943284e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19826 members 
Mstep: Class 4 contains 145105 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 9 contains 21802 members 
Mstep: Class 10 contains 18165 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432804.000000 Penalty: 28240.160156
Iteration 60F: 15 clusters Score -2.94328e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19839 members 
Mstep: Class 4 contains 145055 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 9 contains 21810 members 
Mstep: Class 10 contains 18161 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11486 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432802.000000 Penalty: 28240.160156
Iteration 61Q: 15 clusters Score -2.94328e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19855 members 
Mstep: Class 4 contains 145006 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 9 contains 21824 members 
Mstep: Class 10 contains 18164 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11481 members 
Mstep: Class 22 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432860.000000 Penalty: 28240.160156
Iteration 62Q: 15 clusters Score -2.943286e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19873 members 
Mstep: Class 4 contains 144955 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 18158 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 15 contains 8293 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432848.000000 Penalty: 28240.160156
Iteration 63Q: 15 clusters Score -2.943285e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19882 members 
Mstep: Class 4 contains 144922 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 9 contains 21839 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 2507 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 11485 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11479 members 
Mstep: Class 22 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432798.000000 Penalty: 28240.160156
Iteration 64Q: 15 clusters Score -2.94328e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 144887 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 9 contains 21844 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 11499 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11479 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432808.000000 Penalty: 28240.160156
Iteration 65Q: 15 clusters Score -2.943281e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19887 members 
Mstep: Class 4 contains 144869 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 13 contains 3563 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11481 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432870.000000 Penalty: 28240.160156
Iteration 66Q: 15 clusters Score -2.943287e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19892 members 
Mstep: Class 4 contains 144850 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 18149 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11477 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432866.000000 Penalty: 28240.160156
Iteration 67Q: 15 clusters Score -2.943287e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19891 members 
Mstep: Class 4 contains 144826 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 9 contains 21812 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432922.000000 Penalty: 28240.160156
Iteration 68Q: 15 clusters Score -2.943292e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19894 members 
Mstep: Class 4 contains 144810 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 9 contains 21800 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 15 contains 8383 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11475 members 
Mstep: Class 22 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432856.000000 Penalty: 28240.160156
Iteration 69Q: 15 clusters Score -2.943286e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19900 members 
Mstep: Class 4 contains 144791 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 9 contains 21790 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11474 members 
Mstep: Class 22 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432906.000000 Penalty: 28240.160156
Iteration 70Q: 15 clusters Score -2.943291e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19911 members 
Mstep: Class 4 contains 144784 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 9 contains 21774 members 
Mstep: Class 10 contains 18130 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 11557 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11469 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432914.000000 Penalty: 28240.160156
Iteration 71Q: 15 clusters Score -2.943291e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19928 members 
Mstep: Class 4 contains 144759 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 9 contains 21757 members 
Mstep: Class 10 contains 18131 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 11567 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432864.000000 Penalty: 28240.160156
Iteration 72Q: 15 clusters Score -2.943286e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19956 members 
Mstep: Class 4 contains 144716 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 9 contains 21747 members 
Mstep: Class 10 contains 18123 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 15 contains 8455 members 
Mstep: Class 16 contains 11574 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432838.000000 Penalty: 28240.160156
Iteration 73Q: 15 clusters Score -2.943284e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 144689 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 9 contains 21737 members 
Mstep: Class 10 contains 18126 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 16 contains 11582 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432842.000000 Penalty: 28240.160156
Iteration 74Q: 15 clusters Score -2.943284e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 144646 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 18126 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 15 contains 8488 members 
Mstep: Class 16 contains 11592 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432892.000000 Penalty: 28240.160156
Iteration 75Q: 15 clusters Score -2.943289e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20035 members 
Mstep: Class 4 contains 144601 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 9 contains 21738 members 
Mstep: Class 10 contains 18131 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 15 contains 8498 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432918.000000 Penalty: 28240.160156
Iteration 76Q: 15 clusters Score -2.943292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20056 members 
Mstep: Class 4 contains 144564 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 18132 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 13 contains 3578 members 
Mstep: Class 15 contains 8517 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432948.000000 Penalty: 28240.160156
Iteration 77Q: 15 clusters Score -2.943295e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20069 members 
Mstep: Class 4 contains 144533 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 18128 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 15 contains 8539 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29432904.000000 Penalty: 28240.160156
Iteration 78Q: 15 clusters Score -2.94329e+07 nChanged 123
Entering ConstructFrom: 
Score: -29432904.000000 Penalty: 28240.160156
Entering ConstructFrom: 
Trying to split cluster 1 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -17524.037109 Penalty: 771.051453
	Iteration 0F: 2 clusters Score -17524.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16925.080078 Penalty: 1542.102905
	Iteration 0F: 3 clusters Score -16925.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -16943.093750 Penalty: 1542.102905
	Iteration 1Q: 3 clusters Score -16943.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -16943.093750 Penalty: 1542.102905
	Iteration 2F: 3 clusters Score -16943.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -42886.734375 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -42886.73 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 150 members 
Entering Unmasked Estep 
Score: -41959.382812 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -41959.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42051.484375 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -42051.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42054.656250 Penalty: 1854.810913
	Iteration 2Q: 3 clusters Score -42054.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42054.656250 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -42054.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Entering Unmasked Estep 
Score: -2430514.000000 Penalty: 1610.022095
	Iteration 0F: 2 clusters Score -2430514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2416692.000000 Penalty: 3220.044189
	Iteration 0F: 3 clusters Score -2416692 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2421768.250000 Penalty: 3220.044189
	Iteration 1F: 3 clusters Score -2421768 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2422528.000000 Penalty: 3220.044189
	Iteration 2F: 3 clusters Score -2422528 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2423642.750000 Penalty: 3220.044189
	Iteration 3F: 3 clusters Score -2423643 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2424991.000000 Penalty: 3220.044189
	Iteration 4F: 3 clusters Score -2424991 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2426323.750000 Penalty: 3220.044189
	Iteration 5F: 3 clusters Score -2426324 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2427454.750000 Penalty: 3220.044189
	Iteration 6F: 3 clusters Score -2427455 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2428154.000000 Penalty: 3220.044189
	Iteration 7F: 3 clusters Score -2428154 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2428499.500000 Penalty: 3220.044189
	Iteration 8Q: 3 clusters Score -2428500 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2428683.500000 Penalty: 3220.044189
	Iteration 9Q: 3 clusters Score -2428684 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2428785.500000 Penalty: 3220.044189
	Iteration 10Q: 3 clusters Score -2428786 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2428836.750000 Penalty: 3220.044189
	Iteration 11Q: 3 clusters Score -2428837 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2428872.750000 Penalty: 3220.044189
	Iteration 12Q: 3 clusters Score -2428873 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2428907.750000 Penalty: 3220.044189
	Iteration 13Q: 3 clusters Score -2428908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2428936.250000 Penalty: 3220.044189
	Iteration 14Q: 3 clusters Score -2428936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2428957.250000 Penalty: 3220.044189
	Iteration 15Q: 3 clusters Score -2428957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2428962.750000 Penalty: 3220.044189
	Iteration 16Q: 3 clusters Score -2428963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2428974.000000 Penalty: 3220.044189
	Iteration 17Q: 3 clusters Score -2428974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2428977.000000 Penalty: 3220.044189
	Iteration 18Q: 3 clusters Score -2428977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2428989.500000 Penalty: 3220.044189
	Iteration 19Q: 3 clusters Score -2428990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2428991.000000 Penalty: 3220.044189
	Iteration 20F: 3 clusters Score -2428991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2429002.000000 Penalty: 3220.044189
	Iteration 21Q: 3 clusters Score -2429002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2429005.000000 Penalty: 3220.044189
	Iteration 22Q: 3 clusters Score -2429005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2429011.500000 Penalty: 3220.044189
	Iteration 23Q: 3 clusters Score -2429012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2429021.750000 Penalty: 3220.044189
	Iteration 24Q: 3 clusters Score -2429022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2429026.250000 Penalty: 3220.044189
	Iteration 25Q: 3 clusters Score -2429026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2429031.750000 Penalty: 3220.044189
	Iteration 26Q: 3 clusters Score -2429032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2429041.000000 Penalty: 3220.044189
	Iteration 27Q: 3 clusters Score -2429041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2429049.000000 Penalty: 3220.044189
	Iteration 28Q: 3 clusters Score -2429049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2429049.250000 Penalty: 3220.044189
	Iteration 29Q: 3 clusters Score -2429049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2429070.000000 Penalty: 3220.044189
	Iteration 30Q: 3 clusters Score -2429070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2429079.250000 Penalty: 3220.044189
	Iteration 31Q: 3 clusters Score -2429079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2429102.000000 Penalty: 3220.044189
	Iteration 32Q: 3 clusters Score -2429102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2429110.750000 Penalty: 3220.044189
	Iteration 33Q: 3 clusters Score -2429111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2429136.500000 Penalty: 3220.044189
	Iteration 34Q: 3 clusters Score -2429136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2429148.750000 Penalty: 3220.044189
	Iteration 35Q: 3 clusters Score -2429149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2429167.500000 Penalty: 3220.044189
	Iteration 36Q: 3 clusters Score -2429168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2429182.000000 Penalty: 3220.044189
	Iteration 37Q: 3 clusters Score -2429182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2429196.500000 Penalty: 3220.044189
	Iteration 38Q: 3 clusters Score -2429196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2429206.000000 Penalty: 3220.044189
	Iteration 39Q: 3 clusters Score -2429206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2429235.500000 Penalty: 3220.044189
	Iteration 40F: 3 clusters Score -2429236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2429240.750000 Penalty: 3220.044189
	Iteration 41Q: 3 clusters Score -2429241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2429247.000000 Penalty: 3220.044189
	Iteration 42Q: 3 clusters Score -2429247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2429255.250000 Penalty: 3220.044189
	Iteration 43Q: 3 clusters Score -2429255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2429272.000000 Penalty: 3220.044189
	Iteration 44Q: 3 clusters Score -2429272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2429281.250000 Penalty: 3220.044189
	Iteration 45Q: 3 clusters Score -2429281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2429292.750000 Penalty: 3220.044189
	Iteration 46Q: 3 clusters Score -2429293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2429310.500000 Penalty: 3220.044189
	Iteration 47Q: 3 clusters Score -2429310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2429316.750000 Penalty: 3220.044189
	Iteration 48Q: 3 clusters Score -2429317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2429338.000000 Penalty: 3220.044189
	Iteration 49Q: 3 clusters Score -2429338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2429352.250000 Penalty: 3220.044189
	Iteration 50Q: 3 clusters Score -2429352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2429365.500000 Penalty: 3220.044189
	Iteration 51Q: 3 clusters Score -2429366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2429373.500000 Penalty: 3220.044189
	Iteration 52Q: 3 clusters Score -2429374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2429388.500000 Penalty: 3220.044189
	Iteration 53Q: 3 clusters Score -2429388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2429398.000000 Penalty: 3220.044189
	Iteration 54Q: 3 clusters Score -2429398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2429407.000000 Penalty: 3220.044189
	Iteration 55Q: 3 clusters Score -2429407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2429422.000000 Penalty: 3220.044189
	Iteration 56Q: 3 clusters Score -2429422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2429434.500000 Penalty: 3220.044189
	Iteration 57Q: 3 clusters Score -2429434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2429443.750000 Penalty: 3220.044189
	Iteration 58Q: 3 clusters Score -2429444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2429456.750000 Penalty: 3220.044189
	Iteration 59Q: 3 clusters Score -2429457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2429464.250000 Penalty: 3220.044189
	Iteration 60F: 3 clusters Score -2429464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2429479.000000 Penalty: 3220.044189
	Iteration 61Q: 3 clusters Score -2429479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2429488.000000 Penalty: 3220.044189
	Iteration 62Q: 3 clusters Score -2429488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2429483.250000 Penalty: 3220.044189
	Iteration 63Q: 3 clusters Score -2429483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2429496.250000 Penalty: 3220.044189
	Iteration 64Q: 3 clusters Score -2429496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2429511.250000 Penalty: 3220.044189
	Iteration 65Q: 3 clusters Score -2429511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2429520.000000 Penalty: 3220.044189
	Iteration 66Q: 3 clusters Score -2429520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2429533.750000 Penalty: 3220.044189
	Iteration 67Q: 3 clusters Score -2429534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2429552.250000 Penalty: 3220.044189
	Iteration 68Q: 3 clusters Score -2429552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2429564.500000 Penalty: 3220.044189
	Iteration 69Q: 3 clusters Score -2429564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2429581.500000 Penalty: 3220.044189
	Iteration 70Q: 3 clusters Score -2429582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2429596.000000 Penalty: 3220.044189
	Iteration 71Q: 3 clusters Score -2429596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2429616.750000 Penalty: 3220.044189
	Iteration 72Q: 3 clusters Score -2429617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2429620.750000 Penalty: 3220.044189
	Iteration 73Q: 3 clusters Score -2429621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2429645.250000 Penalty: 3220.044189
	Iteration 74Q: 3 clusters Score -2429645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2429659.500000 Penalty: 3220.044189
	Iteration 75Q: 3 clusters Score -2429660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2429683.000000 Penalty: 3220.044189
	Iteration 76Q: 3 clusters Score -2429683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2429696.750000 Penalty: 3220.044189
	Iteration 77Q: 3 clusters Score -2429697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2429712.250000 Penalty: 3220.044189
	Iteration 78Q: 3 clusters Score -2429712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2429728.750000 Penalty: 3220.044189
	Iteration 79Q: 3 clusters Score -2429729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2429745.000000 Penalty: 3220.044189
	Iteration 80F: 3 clusters Score -2429745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2429770.250000 Penalty: 3220.044189
	Iteration 81Q: 3 clusters Score -2429770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2429803.000000 Penalty: 3220.044189
	Iteration 82Q: 3 clusters Score -2429803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2429832.750000 Penalty: 3220.044189
	Iteration 83Q: 3 clusters Score -2429833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2429866.750000 Penalty: 3220.044189
	Iteration 84Q: 3 clusters Score -2429867 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2429901.000000 Penalty: 3220.044189
	Iteration 85Q: 3 clusters Score -2429901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2429925.750000 Penalty: 3220.044189
	Iteration 86Q: 3 clusters Score -2429926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2429965.250000 Penalty: 3220.044189
	Iteration 87Q: 3 clusters Score -2429965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2429986.750000 Penalty: 3220.044189
	Iteration 88Q: 3 clusters Score -2429987 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2430005.250000 Penalty: 3220.044189
	Iteration 89Q: 3 clusters Score -2430005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2430032.250000 Penalty: 3220.044189
	Iteration 90Q: 3 clusters Score -2430032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2430040.750000 Penalty: 3220.044189
	Iteration 91Q: 3 clusters Score -2430041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2430038.000000 Penalty: 3220.044189
	Iteration 92Q: 3 clusters Score -2430038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2430051.250000 Penalty: 3220.044189
	Iteration 93Q: 3 clusters Score -2430051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2430055.500000 Penalty: 3220.044189
	Iteration 94Q: 3 clusters Score -2430056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2430058.000000 Penalty: 3220.044189
	Iteration 95Q: 3 clusters Score -2430058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2430063.000000 Penalty: 3220.044189
	Iteration 96Q: 3 clusters Score -2430063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2430066.250000 Penalty: 3220.044189
	Iteration 97Q: 3 clusters Score -2430066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2430070.000000 Penalty: 3220.044189
	Iteration 98Q: 3 clusters Score -2430070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2430068.500000 Penalty: 3220.044189
	Iteration 99Q: 3 clusters Score -2430068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2430066.500000 Penalty: 3220.044189
	Iteration 100F: 3 clusters Score -2430066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2430065.750000 Penalty: 3220.044189
	Iteration 101Q: 3 clusters Score -2430066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2430070.000000 Penalty: 3220.044189
	Iteration 102Q: 3 clusters Score -2430070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2430071.000000 Penalty: 3220.044189
	Iteration 103Q: 3 clusters Score -2430071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2430069.000000 Penalty: 3220.044189
	Iteration 104Q: 3 clusters Score -2430069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2430070.000000 Penalty: 3220.044189
	Iteration 105Q: 3 clusters Score -2430070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2430071.000000 Penalty: 3220.044189
	Iteration 106Q: 3 clusters Score -2430071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2430069.500000 Penalty: 3220.044189
	Iteration 107Q: 3 clusters Score -2430070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2430069.500000 Penalty: 3220.044189
	Iteration 108F: 3 clusters Score -2430070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (144497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Entering Unmasked Estep 
Score: -17457060.000000 Penalty: 1930.664795
	Iteration 0F: 2 clusters Score -1.745706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -17366494.000000 Penalty: 3861.329590
	Iteration 0F: 3 clusters Score -1.736649e+07 nChanged 69723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -17409696.000000 Penalty: 3861.329590
	Iteration 1F: 3 clusters Score -1.74097e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -17412528.000000 Penalty: 3861.329590
	Iteration 2Q: 3 clusters Score -1.741253e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -17416494.000000 Penalty: 3861.329590
	Iteration 3F: 3 clusters Score -1.741649e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -17421732.000000 Penalty: 3861.329590
	Iteration 4F: 3 clusters Score -1.742173e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -17428216.000000 Penalty: 3861.329590
	Iteration 5F: 3 clusters Score -1.742822e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -17434416.000000 Penalty: 3861.329590
	Iteration 6F: 3 clusters Score -1.743442e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -17439410.000000 Penalty: 3861.329590
	Iteration 7F: 3 clusters Score -1.743941e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -17442188.000000 Penalty: 3861.329590
	Iteration 8Q: 3 clusters Score -1.744219e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -17443420.000000 Penalty: 3861.329590
	Iteration 9Q: 3 clusters Score -1.744342e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -17444148.000000 Penalty: 3861.329590
	Iteration 10Q: 3 clusters Score -1.744415e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -17444780.000000 Penalty: 3861.329590
	Iteration 11Q: 3 clusters Score -1.744478e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -17445348.000000 Penalty: 3861.329590
	Iteration 12Q: 3 clusters Score -1.744535e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -17445852.000000 Penalty: 3861.329590
	Iteration 13Q: 3 clusters Score -1.744585e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -17446500.000000 Penalty: 3861.329590
	Iteration 14Q: 3 clusters Score -1.74465e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -17447124.000000 Penalty: 3861.329590
	Iteration 15Q: 3 clusters Score -1.744712e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -17447734.000000 Penalty: 3861.329590
	Iteration 16Q: 3 clusters Score -1.744773e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -17448428.000000 Penalty: 3861.329590
	Iteration 17Q: 3 clusters Score -1.744843e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -17449100.000000 Penalty: 3861.329590
	Iteration 18Q: 3 clusters Score -1.74491e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -17449752.000000 Penalty: 3861.329590
	Iteration 19Q: 3 clusters Score -1.744975e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -17450314.000000 Penalty: 3861.329590
	Iteration 20F: 3 clusters Score -1.745031e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -17451058.000000 Penalty: 3861.329590
	Iteration 21Q: 3 clusters Score -1.745106e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119797 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -17451832.000000 Penalty: 3861.329590
	Iteration 22Q: 3 clusters Score -1.745183e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -17452578.000000 Penalty: 3861.329590
	Iteration 23Q: 3 clusters Score -1.745258e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123780 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -17453310.000000 Penalty: 3861.329590
	Iteration 24Q: 3 clusters Score -1.745331e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -17454048.000000 Penalty: 3861.329590
	Iteration 25Q: 3 clusters Score -1.745405e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127296 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -17454584.000000 Penalty: 3861.329590
	Iteration 26Q: 3 clusters Score -1.745458e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -17455216.000000 Penalty: 3861.329590
	Iteration 27Q: 3 clusters Score -1.745522e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -17455724.000000 Penalty: 3861.329590
	Iteration 28Q: 3 clusters Score -1.745572e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -17456148.000000 Penalty: 3861.329590
	Iteration 29Q: 3 clusters Score -1.745615e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132462 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -17456522.000000 Penalty: 3861.329590
	Iteration 30Q: 3 clusters Score -1.745652e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133416 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -17456864.000000 Penalty: 3861.329590
	Iteration 31Q: 3 clusters Score -1.745686e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134262 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -17457014.000000 Penalty: 3861.329590
	Iteration 32Q: 3 clusters Score -1.745701e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -17457244.000000 Penalty: 3861.329590
	Iteration 33Q: 3 clusters Score -1.745724e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -17457492.000000 Penalty: 3861.329590
	Iteration 34Q: 3 clusters Score -1.745749e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -17457608.000000 Penalty: 3861.329590
	Iteration 35Q: 3 clusters Score -1.745761e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -17457660.000000 Penalty: 3861.329590
	Iteration 36Q: 3 clusters Score -1.745766e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -17457714.000000 Penalty: 3861.329590
	Iteration 37Q: 3 clusters Score -1.745771e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -17457740.000000 Penalty: 3861.329590
	Iteration 38Q: 3 clusters Score -1.745774e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -17457808.000000 Penalty: 3861.329590
	Iteration 39Q: 3 clusters Score -1.745781e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137982 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -17457836.000000 Penalty: 3861.329590
	Iteration 40F: 3 clusters Score -1.745784e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -17457878.000000 Penalty: 3861.329590
	Iteration 41Q: 3 clusters Score -1.745788e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138450 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -17457958.000000 Penalty: 3861.329590
	Iteration 42Q: 3 clusters Score -1.745796e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -17457972.000000 Penalty: 3861.329590
	Iteration 43Q: 3 clusters Score -1.745797e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -17457992.000000 Penalty: 3861.329590
	Iteration 44Q: 3 clusters Score -1.745799e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -17457978.000000 Penalty: 3861.329590
	Iteration 45Q: 3 clusters Score -1.745798e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -17458002.000000 Penalty: 3861.329590
	Iteration 46Q: 3 clusters Score -1.7458e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139074 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -17457986.000000 Penalty: 3861.329590
	Iteration 47Q: 3 clusters Score -1.745799e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -17457966.000000 Penalty: 3861.329590
	Iteration 48Q: 3 clusters Score -1.745797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -17457938.000000 Penalty: 3861.329590
	Iteration 49Q: 3 clusters Score -1.745794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -17457934.000000 Penalty: 3861.329590
	Iteration 50Q: 3 clusters Score -1.745793e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -17457936.000000 Penalty: 3861.329590
	Iteration 51Q: 3 clusters Score -1.745794e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -17457944.000000 Penalty: 3861.329590
	Iteration 52Q: 3 clusters Score -1.745794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -17457960.000000 Penalty: 3861.329590
	Iteration 53Q: 3 clusters Score -1.745796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -17457968.000000 Penalty: 3861.329590
	Iteration 54Q: 3 clusters Score -1.745797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -17457964.000000 Penalty: 3861.329590
	Iteration 55Q: 3 clusters Score -1.745796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -17457960.000000 Penalty: 3861.329590
	Iteration 56Q: 3 clusters Score -1.745796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -17457950.000000 Penalty: 3861.329590
	Iteration 57Q: 3 clusters Score -1.745795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -17457950.000000 Penalty: 3861.329590
	Iteration 58Q: 3 clusters Score -1.745795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139604 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -17457950.000000 Penalty: 3861.329590
	Iteration 59Q: 3 clusters Score -1.745795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -17457938.000000 Penalty: 3861.329590
	Iteration 60F: 3 clusters Score -1.745794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139631 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -17457942.000000 Penalty: 3861.329590
	Iteration 61Q: 3 clusters Score -1.745794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -17457946.000000 Penalty: 3861.329590
	Iteration 62Q: 3 clusters Score -1.745795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139651 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -17457930.000000 Penalty: 3861.329590
	Iteration 63Q: 3 clusters Score -1.745793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -17457944.000000 Penalty: 3861.329590
	Iteration 64Q: 3 clusters Score -1.745794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -17457936.000000 Penalty: 3861.329590
	Iteration 65Q: 3 clusters Score -1.745794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139666 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -17457940.000000 Penalty: 3861.329590
	Iteration 66Q: 3 clusters Score -1.745794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139668 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -17457940.000000 Penalty: 3861.329590
	Iteration 67Q: 3 clusters Score -1.745794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -17457932.000000 Penalty: 3861.329590
	Iteration 68Q: 3 clusters Score -1.745793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -17457932.000000 Penalty: 3861.329590
	Iteration 69Q: 3 clusters Score -1.745793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -17457936.000000 Penalty: 3861.329590
	Iteration 70Q: 3 clusters Score -1.745794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -17457936.000000 Penalty: 3861.329590
	Iteration 71F: 3 clusters Score -1.745794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 139677 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 9 contains 21722 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
Score: -29433918.000000 Penalty: 30257.314453
Splitting cluster 4 changes total score from -29432904.000000 to -29433918.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -160908.609375 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -160908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159199.468750 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -159199.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159590.156250 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -159590.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159712.484375 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -159712.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159781.703125 Penalty: 2354.374023
	Iteration 3F: 3 clusters Score -159781.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159810.968750 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -159811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -159823.812500 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -159823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -159832.187500 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -159832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -159837.187500 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -159837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -159841.125000 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -159841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159842.921875 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -159842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159842.921875 Penalty: 2354.374023
	Iteration 10F: 3 clusters Score -159842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Entering Unmasked Estep 
Score: -2728415.750000 Penalty: 1622.738159
	Iteration 0F: 2 clusters Score -2728416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2713862.500000 Penalty: 3245.476318
	Iteration 0F: 3 clusters Score -2713862 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2719327.250000 Penalty: 3245.476318
	Iteration 1F: 3 clusters Score -2719327 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2719683.250000 Penalty: 3245.476318
	Iteration 2Q: 3 clusters Score -2719683 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2720108.250000 Penalty: 3245.476318
	Iteration 3Q: 3 clusters Score -2720108 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2720568.000000 Penalty: 3245.476318
	Iteration 4Q: 3 clusters Score -2720568 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2721121.750000 Penalty: 3245.476318
	Iteration 5F: 3 clusters Score -2721122 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2721826.250000 Penalty: 3245.476318
	Iteration 6F: 3 clusters Score -2721826 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2722742.500000 Penalty: 3245.476318
	Iteration 7F: 3 clusters Score -2722742 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2723761.500000 Penalty: 3245.476318
	Iteration 8F: 3 clusters Score -2723762 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2724772.250000 Penalty: 3245.476318
	Iteration 9F: 3 clusters Score -2724772 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2725536.500000 Penalty: 3245.476318
	Iteration 10Q: 3 clusters Score -2725536 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2726040.750000 Penalty: 3245.476318
	Iteration 11Q: 3 clusters Score -2726041 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2726381.000000 Penalty: 3245.476318
	Iteration 12Q: 3 clusters Score -2726381 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2726582.500000 Penalty: 3245.476318
	Iteration 13Q: 3 clusters Score -2726582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2726739.500000 Penalty: 3245.476318
	Iteration 14Q: 3 clusters Score -2726740 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2726839.250000 Penalty: 3245.476318
	Iteration 15Q: 3 clusters Score -2726839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2726915.500000 Penalty: 3245.476318
	Iteration 16Q: 3 clusters Score -2726916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2726962.250000 Penalty: 3245.476318
	Iteration 17Q: 3 clusters Score -2726962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2727013.750000 Penalty: 3245.476318
	Iteration 18Q: 3 clusters Score -2727014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2727052.750000 Penalty: 3245.476318
	Iteration 19Q: 3 clusters Score -2727053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2727094.750000 Penalty: 3245.476318
	Iteration 20F: 3 clusters Score -2727095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2727112.500000 Penalty: 3245.476318
	Iteration 21Q: 3 clusters Score -2727112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2727143.000000 Penalty: 3245.476318
	Iteration 22Q: 3 clusters Score -2727143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2727150.250000 Penalty: 3245.476318
	Iteration 23Q: 3 clusters Score -2727150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2727162.250000 Penalty: 3245.476318
	Iteration 24Q: 3 clusters Score -2727162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2727170.500000 Penalty: 3245.476318
	Iteration 25Q: 3 clusters Score -2727170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2727182.250000 Penalty: 3245.476318
	Iteration 26Q: 3 clusters Score -2727182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2727191.000000 Penalty: 3245.476318
	Iteration 27Q: 3 clusters Score -2727191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2727189.750000 Penalty: 3245.476318
	Iteration 28Q: 3 clusters Score -2727190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2727196.000000 Penalty: 3245.476318
	Iteration 29Q: 3 clusters Score -2727196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2727194.500000 Penalty: 3245.476318
	Iteration 30Q: 3 clusters Score -2727194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2727200.250000 Penalty: 3245.476318
	Iteration 31Q: 3 clusters Score -2727200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2727201.500000 Penalty: 3245.476318
	Iteration 32Q: 3 clusters Score -2727202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2727200.750000 Penalty: 3245.476318
	Iteration 33Q: 3 clusters Score -2727201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2727200.750000 Penalty: 3245.476318
	Iteration 34F: 3 clusters Score -2727201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Entering Unmasked Estep 
Score: -2113050.250000 Penalty: 1593.338135
	Iteration 0F: 2 clusters Score -2113050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2100504.000000 Penalty: 3186.676270
	Iteration 0F: 3 clusters Score -2100504 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2105178.000000 Penalty: 3186.676270
	Iteration 1F: 3 clusters Score -2105178 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2105796.250000 Penalty: 3186.676270
	Iteration 2F: 3 clusters Score -2105796 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2106507.750000 Penalty: 3186.676270
	Iteration 3F: 3 clusters Score -2106508 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2107299.250000 Penalty: 3186.676270
	Iteration 4F: 3 clusters Score -2107299 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2108014.750000 Penalty: 3186.676270
	Iteration 5F: 3 clusters Score -2108015 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2108667.750000 Penalty: 3186.676270
	Iteration 6F: 3 clusters Score -2108668 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2109347.250000 Penalty: 3186.676270
	Iteration 7F: 3 clusters Score -2109347 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2110018.000000 Penalty: 3186.676270
	Iteration 8Q: 3 clusters Score -2110018 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2110651.000000 Penalty: 3186.676270
	Iteration 9Q: 3 clusters Score -2110651 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2111219.500000 Penalty: 3186.676270
	Iteration 10Q: 3 clusters Score -2111220 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2111689.500000 Penalty: 3186.676270
	Iteration 11Q: 3 clusters Score -2111690 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2111977.000000 Penalty: 3186.676270
	Iteration 12Q: 3 clusters Score -2111977 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2112125.750000 Penalty: 3186.676270
	Iteration 13Q: 3 clusters Score -2112126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2112207.500000 Penalty: 3186.676270
	Iteration 14Q: 3 clusters Score -2112208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2112241.000000 Penalty: 3186.676270
	Iteration 15Q: 3 clusters Score -2112241 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2112274.250000 Penalty: 3186.676270
	Iteration 16Q: 3 clusters Score -2112274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2112295.500000 Penalty: 3186.676270
	Iteration 17Q: 3 clusters Score -2112296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2112303.750000 Penalty: 3186.676270
	Iteration 18Q: 3 clusters Score -2112304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2112306.750000 Penalty: 3186.676270
	Iteration 19Q: 3 clusters Score -2112307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2112316.000000 Penalty: 3186.676270
	Iteration 20F: 3 clusters Score -2112316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2112314.000000 Penalty: 3186.676270
	Iteration 21Q: 3 clusters Score -2112314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2112314.500000 Penalty: 3186.676270
	Iteration 22Q: 3 clusters Score -2112314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2112316.000000 Penalty: 3186.676270
	Iteration 23Q: 3 clusters Score -2112316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2112320.750000 Penalty: 3186.676270
	Iteration 24Q: 3 clusters Score -2112321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2112322.750000 Penalty: 3186.676270
	Iteration 25Q: 3 clusters Score -2112323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2112328.750000 Penalty: 3186.676270
	Iteration 26Q: 3 clusters Score -2112329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2112328.500000 Penalty: 3186.676270
	Iteration 27Q: 3 clusters Score -2112328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2112332.000000 Penalty: 3186.676270
	Iteration 28Q: 3 clusters Score -2112332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2112328.000000 Penalty: 3186.676270
	Iteration 29Q: 3 clusters Score -2112328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2112330.750000 Penalty: 3186.676270
	Iteration 30Q: 3 clusters Score -2112331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2112330.500000 Penalty: 3186.676270
	Iteration 31Q: 3 clusters Score -2112330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2112335.750000 Penalty: 3186.676270
	Iteration 32Q: 3 clusters Score -2112336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2112337.500000 Penalty: 3186.676270
	Iteration 33Q: 3 clusters Score -2112338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2112337.000000 Penalty: 3186.676270
	Iteration 34Q: 3 clusters Score -2112337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2112335.750000 Penalty: 3186.676270
	Iteration 35Q: 3 clusters Score -2112336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2112335.000000 Penalty: 3186.676270
	Iteration 36Q: 3 clusters Score -2112335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2112337.250000 Penalty: 3186.676270
	Iteration 37Q: 3 clusters Score -2112337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2112337.250000 Penalty: 3186.676270
	Iteration 38Q: 3 clusters Score -2112337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2112338.750000 Penalty: 3186.676270
	Iteration 39Q: 3 clusters Score -2112339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2112338.750000 Penalty: 3186.676270
	Iteration 40F: 3 clusters Score -2112339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -307498.218750 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -307498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305080.312500 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -305080.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -305619.937500 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -305619.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -305724.031250 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -305724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -305776.656250 Penalty: 2541.120605
	Iteration 3Q: 3 clusters Score -305776.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -305812.750000 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -305812.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305845.781250 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -305845.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305873.281250 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -305873.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305897.343750 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -305897.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305914.812500 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -305914.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -305931.656250 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -305931.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305945.718750 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -305945.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -305959.281250 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -305959.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -305971.187500 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -305971.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -305988.093750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -305988.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305997.656250 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -305997.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -306005.781250 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -306005.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -306013.187500 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -306013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -306019.750000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -306019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -306021.875000 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -306021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -306025.937500 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -306025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306029.687500 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -306029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -306032.781250 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -306032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -306035.218750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -306035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -306037.062500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -306037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -306039.281250 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -306039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -306040.781250 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -306040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -306043.781250 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -306043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306047.500000 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -306047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306050.750000 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -306050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -306052.843750 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -306052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306053.750000 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -306053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -306055.968750 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -306056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -306058.843750 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -306058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -306061.031250 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -306061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -306061.531250 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -306061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -306062.406250 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -306062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -306063.312500 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -306063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -306064.500000 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -306064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -306067.000000 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -306067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306068.468750 Penalty: 2541.120605
	Iteration 39Q: 3 clusters Score -306068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306069.062500 Penalty: 2541.120605
	Iteration 40F: 3 clusters Score -306069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306070.000000 Penalty: 2541.120605
	Iteration 41Q: 3 clusters Score -306070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306071.875000 Penalty: 2541.120605
	Iteration 42Q: 3 clusters Score -306071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306073.593750 Penalty: 2541.120605
	Iteration 43Q: 3 clusters Score -306073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306074.875000 Penalty: 2541.120605
	Iteration 44Q: 3 clusters Score -306074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306076.437500 Penalty: 2541.120605
	Iteration 45Q: 3 clusters Score -306076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -306078.250000 Penalty: 2541.120605
	Iteration 46Q: 3 clusters Score -306078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -306079.000000 Penalty: 2541.120605
	Iteration 47Q: 3 clusters Score -306079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306079.562500 Penalty: 2541.120605
	Iteration 48Q: 3 clusters Score -306079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306080.156250 Penalty: 2541.120605
	Iteration 49Q: 3 clusters Score -306080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306081.312500 Penalty: 2541.120605
	Iteration 50Q: 3 clusters Score -306081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -306083.843750 Penalty: 2541.120605
	Iteration 51Q: 3 clusters Score -306083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306085.781250 Penalty: 2541.120605
	Iteration 52Q: 3 clusters Score -306085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306086.343750 Penalty: 2541.120605
	Iteration 53Q: 3 clusters Score -306086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -306086.812500 Penalty: 2541.120605
	Iteration 54Q: 3 clusters Score -306086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -306086.812500 Penalty: 2541.120605
	Iteration 55F: 3 clusters Score -306086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -426584.656250 Penalty: 1329.393066
	Iteration 0F: 2 clusters Score -426584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -423532.187500 Penalty: 2658.786133
	Iteration 0F: 3 clusters Score -423532.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424295.625000 Penalty: 2658.786133
	Iteration 1F: 3 clusters Score -424295.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -424443.156250 Penalty: 2658.786133
	Iteration 2F: 3 clusters Score -424443.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -424529.968750 Penalty: 2658.786133
	Iteration 3Q: 3 clusters Score -424530 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -424595.000000 Penalty: 2658.786133
	Iteration 4Q: 3 clusters Score -424595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -424655.281250 Penalty: 2658.786133
	Iteration 5Q: 3 clusters Score -424655.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -424713.093750 Penalty: 2658.786133
	Iteration 6Q: 3 clusters Score -424713.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -424759.062500 Penalty: 2658.786133
	Iteration 7Q: 3 clusters Score -424759.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -424798.812500 Penalty: 2658.786133
	Iteration 8Q: 3 clusters Score -424798.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -424838.562500 Penalty: 2658.786133
	Iteration 9Q: 3 clusters Score -424838.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -424874.843750 Penalty: 2658.786133
	Iteration 10Q: 3 clusters Score -424874.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -424908.500000 Penalty: 2658.786133
	Iteration 11Q: 3 clusters Score -424908.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -424937.250000 Penalty: 2658.786133
	Iteration 12Q: 3 clusters Score -424937.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -424978.281250 Penalty: 2658.786133
	Iteration 13Q: 3 clusters Score -424978.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -425013.906250 Penalty: 2658.786133
	Iteration 14Q: 3 clusters Score -425013.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -425051.250000 Penalty: 2658.786133
	Iteration 15Q: 3 clusters Score -425051.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -425091.843750 Penalty: 2658.786133
	Iteration 16Q: 3 clusters Score -425091.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -425137.062500 Penalty: 2658.786133
	Iteration 17Q: 3 clusters Score -425137.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -425188.906250 Penalty: 2658.786133
	Iteration 18Q: 3 clusters Score -425188.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -425230.218750 Penalty: 2658.786133
	Iteration 19Q: 3 clusters Score -425230.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -425271.437500 Penalty: 2658.786133
	Iteration 20F: 3 clusters Score -425271.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -425306.156250 Penalty: 2658.786133
	Iteration 21Q: 3 clusters Score -425306.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -425324.843750 Penalty: 2658.786133
	Iteration 22Q: 3 clusters Score -425324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -425339.218750 Penalty: 2658.786133
	Iteration 23Q: 3 clusters Score -425339.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -425354.718750 Penalty: 2658.786133
	Iteration 24Q: 3 clusters Score -425354.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -425368.218750 Penalty: 2658.786133
	Iteration 25Q: 3 clusters Score -425368.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -425375.906250 Penalty: 2658.786133
	Iteration 26Q: 3 clusters Score -425375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -425382.000000 Penalty: 2658.786133
	Iteration 27Q: 3 clusters Score -425382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -425387.812500 Penalty: 2658.786133
	Iteration 28Q: 3 clusters Score -425387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -425395.593750 Penalty: 2658.786133
	Iteration 29Q: 3 clusters Score -425395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -425400.781250 Penalty: 2658.786133
	Iteration 30Q: 3 clusters Score -425400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -425405.625000 Penalty: 2658.786133
	Iteration 31Q: 3 clusters Score -425405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -425409.093750 Penalty: 2658.786133
	Iteration 32Q: 3 clusters Score -425409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -425411.812500 Penalty: 2658.786133
	Iteration 33Q: 3 clusters Score -425411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -425413.750000 Penalty: 2658.786133
	Iteration 34Q: 3 clusters Score -425413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -425416.406250 Penalty: 2658.786133
	Iteration 35Q: 3 clusters Score -425416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -425417.406250 Penalty: 2658.786133
	Iteration 36Q: 3 clusters Score -425417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -425419.656250 Penalty: 2658.786133
	Iteration 37Q: 3 clusters Score -425419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -425420.843750 Penalty: 2658.786133
	Iteration 38Q: 3 clusters Score -425420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -425421.031250 Penalty: 2658.786133
	Iteration 39Q: 3 clusters Score -425421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -425421.031250 Penalty: 2658.786133
	Iteration 40F: 3 clusters Score -425421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Entering Unmasked Estep 
Score: -1054126.500000 Penalty: 1471.375977
	Iteration 0F: 2 clusters Score -1054126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1047916.937500 Penalty: 2942.751953
	Iteration 0F: 3 clusters Score -1047917 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1049885.000000 Penalty: 2942.751953
	Iteration 1F: 3 clusters Score -1049885 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1050093.625000 Penalty: 2942.751953
	Iteration 2F: 3 clusters Score -1050094 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1050259.375000 Penalty: 2942.751953
	Iteration 3Q: 3 clusters Score -1050259 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1050417.125000 Penalty: 2942.751953
	Iteration 4Q: 3 clusters Score -1050417 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1050593.125000 Penalty: 2942.751953
	Iteration 5Q: 3 clusters Score -1050593 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1050827.500000 Penalty: 2942.751953
	Iteration 6Q: 3 clusters Score -1050828 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1051102.625000 Penalty: 2942.751953
	Iteration 7Q: 3 clusters Score -1051103 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1051401.500000 Penalty: 2942.751953
	Iteration 8Q: 3 clusters Score -1051402 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1051679.125000 Penalty: 2942.751953
	Iteration 9Q: 3 clusters Score -1051679 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1051921.750000 Penalty: 2942.751953
	Iteration 10Q: 3 clusters Score -1051922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1052137.250000 Penalty: 2942.751953
	Iteration 11Q: 3 clusters Score -1052137 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1052306.500000 Penalty: 2942.751953
	Iteration 12Q: 3 clusters Score -1052306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1052433.625000 Penalty: 2942.751953
	Iteration 13Q: 3 clusters Score -1052434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1052517.500000 Penalty: 2942.751953
	Iteration 14Q: 3 clusters Score -1052518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1052573.875000 Penalty: 2942.751953
	Iteration 15Q: 3 clusters Score -1052574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1052623.125000 Penalty: 2942.751953
	Iteration 16Q: 3 clusters Score -1052623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1052674.500000 Penalty: 2942.751953
	Iteration 17Q: 3 clusters Score -1052674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1052706.000000 Penalty: 2942.751953
	Iteration 18Q: 3 clusters Score -1052706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1052723.625000 Penalty: 2942.751953
	Iteration 19Q: 3 clusters Score -1052724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1052740.250000 Penalty: 2942.751953
	Iteration 20F: 3 clusters Score -1052740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1052756.000000 Penalty: 2942.751953
	Iteration 21Q: 3 clusters Score -1052756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1052768.875000 Penalty: 2942.751953
	Iteration 22Q: 3 clusters Score -1052769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1052776.375000 Penalty: 2942.751953
	Iteration 23Q: 3 clusters Score -1052776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1052785.375000 Penalty: 2942.751953
	Iteration 24Q: 3 clusters Score -1052785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1052792.000000 Penalty: 2942.751953
	Iteration 25Q: 3 clusters Score -1052792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1052800.500000 Penalty: 2942.751953
	Iteration 26Q: 3 clusters Score -1052800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1052804.375000 Penalty: 2942.751953
	Iteration 27Q: 3 clusters Score -1052804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1052811.000000 Penalty: 2942.751953
	Iteration 28Q: 3 clusters Score -1052811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1052812.125000 Penalty: 2942.751953
	Iteration 29Q: 3 clusters Score -1052812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1052815.375000 Penalty: 2942.751953
	Iteration 30Q: 3 clusters Score -1052815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1052817.250000 Penalty: 2942.751953
	Iteration 31Q: 3 clusters Score -1052817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1052820.375000 Penalty: 2942.751953
	Iteration 32Q: 3 clusters Score -1052820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1052823.750000 Penalty: 2942.751953
	Iteration 33Q: 3 clusters Score -1052824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1052824.250000 Penalty: 2942.751953
	Iteration 34Q: 3 clusters Score -1052824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1052829.875000 Penalty: 2942.751953
	Iteration 35Q: 3 clusters Score -1052830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1052835.125000 Penalty: 2942.751953
	Iteration 36Q: 3 clusters Score -1052835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1052838.125000 Penalty: 2942.751953
	Iteration 37Q: 3 clusters Score -1052838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1052839.375000 Penalty: 2942.751953
	Iteration 38Q: 3 clusters Score -1052839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1052840.250000 Penalty: 2942.751953
	Iteration 39Q: 3 clusters Score -1052840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1052843.875000 Penalty: 2942.751953
	Iteration 40F: 3 clusters Score -1052844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1052846.625000 Penalty: 2942.751953
	Iteration 41Q: 3 clusters Score -1052847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1052846.625000 Penalty: 2942.751953
	Iteration 42F: 3 clusters Score -1052847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Entering Unmasked Estep 
Score: -1437375.875000 Penalty: 1521.176270
	Iteration 0F: 2 clusters Score -1437376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1429128.875000 Penalty: 3042.352539
	Iteration 0F: 3 clusters Score -1429129 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1431837.125000 Penalty: 3042.352539
	Iteration 1F: 3 clusters Score -1431837 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1432085.000000 Penalty: 3042.352539
	Iteration 2F: 3 clusters Score -1432085 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1432283.625000 Penalty: 3042.352539
	Iteration 3Q: 3 clusters Score -1432284 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1432454.875000 Penalty: 3042.352539
	Iteration 4Q: 3 clusters Score -1432455 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1432632.250000 Penalty: 3042.352539
	Iteration 5Q: 3 clusters Score -1432632 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1432816.250000 Penalty: 3042.352539
	Iteration 6Q: 3 clusters Score -1432816 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1433008.375000 Penalty: 3042.352539
	Iteration 7Q: 3 clusters Score -1433008 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1433213.250000 Penalty: 3042.352539
	Iteration 8Q: 3 clusters Score -1433213 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1433435.125000 Penalty: 3042.352539
	Iteration 9Q: 3 clusters Score -1433435 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1433738.125000 Penalty: 3042.352539
	Iteration 10Q: 3 clusters Score -1433738 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1434050.625000 Penalty: 3042.352539
	Iteration 11Q: 3 clusters Score -1434051 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1434351.125000 Penalty: 3042.352539
	Iteration 12Q: 3 clusters Score -1434351 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1434658.750000 Penalty: 3042.352539
	Iteration 13Q: 3 clusters Score -1434659 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1435013.375000 Penalty: 3042.352539
	Iteration 14Q: 3 clusters Score -1435013 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1435398.375000 Penalty: 3042.352539
	Iteration 15Q: 3 clusters Score -1435398 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1435690.500000 Penalty: 3042.352539
	Iteration 16Q: 3 clusters Score -1435690 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1435855.500000 Penalty: 3042.352539
	Iteration 17Q: 3 clusters Score -1435856 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1435940.000000 Penalty: 3042.352539
	Iteration 18Q: 3 clusters Score -1435940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1436011.000000 Penalty: 3042.352539
	Iteration 19Q: 3 clusters Score -1436011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1436075.000000 Penalty: 3042.352539
	Iteration 20F: 3 clusters Score -1436075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1436146.250000 Penalty: 3042.352539
	Iteration 21Q: 3 clusters Score -1436146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1436239.125000 Penalty: 3042.352539
	Iteration 22Q: 3 clusters Score -1436239 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1436342.875000 Penalty: 3042.352539
	Iteration 23Q: 3 clusters Score -1436343 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1436443.125000 Penalty: 3042.352539
	Iteration 24Q: 3 clusters Score -1436443 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1436583.750000 Penalty: 3042.352539
	Iteration 25Q: 3 clusters Score -1436584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1436768.250000 Penalty: 3042.352539
	Iteration 26Q: 3 clusters Score -1436768 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1436998.875000 Penalty: 3042.352539
	Iteration 27Q: 3 clusters Score -1436999 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1437180.625000 Penalty: 3042.352539
	Iteration 28Q: 3 clusters Score -1437181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1437297.750000 Penalty: 3042.352539
	Iteration 29Q: 3 clusters Score -1437298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1437365.875000 Penalty: 3042.352539
	Iteration 30Q: 3 clusters Score -1437366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1437398.750000 Penalty: 3042.352539
	Iteration 31Q: 3 clusters Score -1437399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1437415.125000 Penalty: 3042.352539
	Iteration 32Q: 3 clusters Score -1437415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1437440.375000 Penalty: 3042.352539
	Iteration 33Q: 3 clusters Score -1437440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1437456.625000 Penalty: 3042.352539
	Iteration 34Q: 3 clusters Score -1437457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1437463.750000 Penalty: 3042.352539
	Iteration 35Q: 3 clusters Score -1437464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1437471.375000 Penalty: 3042.352539
	Iteration 36Q: 3 clusters Score -1437471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1437476.250000 Penalty: 3042.352539
	Iteration 37Q: 3 clusters Score -1437476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1437479.625000 Penalty: 3042.352539
	Iteration 38Q: 3 clusters Score -1437480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1437479.250000 Penalty: 3042.352539
	Iteration 39Q: 3 clusters Score -1437479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1437493.250000 Penalty: 3042.352539
	Iteration 40F: 3 clusters Score -1437493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1437496.125000 Penalty: 3042.352539
	Iteration 41Q: 3 clusters Score -1437496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1437493.500000 Penalty: 3042.352539
	Iteration 42Q: 3 clusters Score -1437494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1437503.500000 Penalty: 3042.352539
	Iteration 43Q: 3 clusters Score -1437504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1437508.000000 Penalty: 3042.352539
	Iteration 44Q: 3 clusters Score -1437508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1437509.125000 Penalty: 3042.352539
	Iteration 45Q: 3 clusters Score -1437509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1437509.625000 Penalty: 3042.352539
	Iteration 46Q: 3 clusters Score -1437510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1437508.000000 Penalty: 3042.352539
	Iteration 47Q: 3 clusters Score -1437508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1437509.500000 Penalty: 3042.352539
	Iteration 48Q: 3 clusters Score -1437510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1437509.500000 Penalty: 3042.352539
	Iteration 49Q: 3 clusters Score -1437510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1437508.500000 Penalty: 3042.352539
	Iteration 50Q: 3 clusters Score -1437508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1437509.875000 Penalty: 3042.352539
	Iteration 51Q: 3 clusters Score -1437510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1437510.250000 Penalty: 3042.352539
	Iteration 52Q: 3 clusters Score -1437510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1437510.375000 Penalty: 3042.352539
	Iteration 53Q: 3 clusters Score -1437510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1437508.500000 Penalty: 3042.352539
	Iteration 54Q: 3 clusters Score -1437508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1437508.500000 Penalty: 3042.352539
	Iteration 55F: 3 clusters Score -1437508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 139677 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 9 contains 21722 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
Score: -29433556.000000 Penalty: 32274.470703
Splitting cluster 16 changes total score from -29432904.000000 to -29433556.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 18 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -43434.316406 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -43434.32 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 214 members 
Entering Unmasked Estep 
Score: -42514.621094 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -42514.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42696.199219 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -42696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42722.855469 Penalty: 1969.214966
	Iteration 2Q: 3 clusters Score -42722.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42728.910156 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -42728.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42732.921875 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -42732.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42736.949219 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -42736.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42738.519531 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -42738.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42738.519531 Penalty: 1969.214966
	Iteration 7F: 3 clusters Score -42738.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Entering Unmasked Estep 
Score: -1414492.875000 Penalty: 1518.938843
	Iteration 0F: 2 clusters Score -1414493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1406488.625000 Penalty: 3037.877686
	Iteration 0F: 3 clusters Score -1406489 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1409078.000000 Penalty: 3037.877686
	Iteration 1F: 3 clusters Score -1409078 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1409295.000000 Penalty: 3037.877686
	Iteration 2F: 3 clusters Score -1409295 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1409454.000000 Penalty: 3037.877686
	Iteration 3Q: 3 clusters Score -1409454 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1409591.750000 Penalty: 3037.877686
	Iteration 4Q: 3 clusters Score -1409592 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1409746.125000 Penalty: 3037.877686
	Iteration 5Q: 3 clusters Score -1409746 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1409915.125000 Penalty: 3037.877686
	Iteration 6Q: 3 clusters Score -1409915 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1410075.375000 Penalty: 3037.877686
	Iteration 7Q: 3 clusters Score -1410075 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1410235.000000 Penalty: 3037.877686
	Iteration 8Q: 3 clusters Score -1410235 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1410404.125000 Penalty: 3037.877686
	Iteration 9Q: 3 clusters Score -1410404 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1410607.000000 Penalty: 3037.877686
	Iteration 10Q: 3 clusters Score -1410607 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1410827.875000 Penalty: 3037.877686
	Iteration 11Q: 3 clusters Score -1410828 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1411081.625000 Penalty: 3037.877686
	Iteration 12Q: 3 clusters Score -1411082 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1411342.750000 Penalty: 3037.877686
	Iteration 13Q: 3 clusters Score -1411343 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1411611.625000 Penalty: 3037.877686
	Iteration 14Q: 3 clusters Score -1411612 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1411857.250000 Penalty: 3037.877686
	Iteration 15Q: 3 clusters Score -1411857 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1412057.625000 Penalty: 3037.877686
	Iteration 16Q: 3 clusters Score -1412058 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1412179.250000 Penalty: 3037.877686
	Iteration 17Q: 3 clusters Score -1412179 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1412258.875000 Penalty: 3037.877686
	Iteration 18Q: 3 clusters Score -1412259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1412323.500000 Penalty: 3037.877686
	Iteration 19Q: 3 clusters Score -1412324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1412370.375000 Penalty: 3037.877686
	Iteration 20F: 3 clusters Score -1412370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1412409.875000 Penalty: 3037.877686
	Iteration 21Q: 3 clusters Score -1412410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1412444.500000 Penalty: 3037.877686
	Iteration 22Q: 3 clusters Score -1412444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1412474.250000 Penalty: 3037.877686
	Iteration 23Q: 3 clusters Score -1412474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1412507.250000 Penalty: 3037.877686
	Iteration 24Q: 3 clusters Score -1412507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1412528.750000 Penalty: 3037.877686
	Iteration 25Q: 3 clusters Score -1412529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1412553.750000 Penalty: 3037.877686
	Iteration 26Q: 3 clusters Score -1412554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1412576.375000 Penalty: 3037.877686
	Iteration 27Q: 3 clusters Score -1412576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1412602.125000 Penalty: 3037.877686
	Iteration 28Q: 3 clusters Score -1412602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1412636.625000 Penalty: 3037.877686
	Iteration 29Q: 3 clusters Score -1412637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1412665.250000 Penalty: 3037.877686
	Iteration 30Q: 3 clusters Score -1412665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1412691.125000 Penalty: 3037.877686
	Iteration 31Q: 3 clusters Score -1412691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1412712.875000 Penalty: 3037.877686
	Iteration 32Q: 3 clusters Score -1412713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1412735.625000 Penalty: 3037.877686
	Iteration 33Q: 3 clusters Score -1412736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1412758.625000 Penalty: 3037.877686
	Iteration 34Q: 3 clusters Score -1412759 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1412777.875000 Penalty: 3037.877686
	Iteration 35Q: 3 clusters Score -1412778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1412795.000000 Penalty: 3037.877686
	Iteration 36Q: 3 clusters Score -1412795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1412817.375000 Penalty: 3037.877686
	Iteration 37Q: 3 clusters Score -1412817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1412834.000000 Penalty: 3037.877686
	Iteration 38Q: 3 clusters Score -1412834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1412845.375000 Penalty: 3037.877686
	Iteration 39Q: 3 clusters Score -1412845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1412851.500000 Penalty: 3037.877686
	Iteration 40F: 3 clusters Score -1412852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1412858.125000 Penalty: 3037.877686
	Iteration 41Q: 3 clusters Score -1412858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1412864.000000 Penalty: 3037.877686
	Iteration 42Q: 3 clusters Score -1412864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1412873.625000 Penalty: 3037.877686
	Iteration 43Q: 3 clusters Score -1412874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1412880.750000 Penalty: 3037.877686
	Iteration 44Q: 3 clusters Score -1412881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1412890.375000 Penalty: 3037.877686
	Iteration 45Q: 3 clusters Score -1412890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1412897.875000 Penalty: 3037.877686
	Iteration 46Q: 3 clusters Score -1412898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1412907.000000 Penalty: 3037.877686
	Iteration 47Q: 3 clusters Score -1412907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1412911.000000 Penalty: 3037.877686
	Iteration 48Q: 3 clusters Score -1412911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1412921.500000 Penalty: 3037.877686
	Iteration 49Q: 3 clusters Score -1412922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1412932.625000 Penalty: 3037.877686
	Iteration 50Q: 3 clusters Score -1412933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1412950.750000 Penalty: 3037.877686
	Iteration 51Q: 3 clusters Score -1412951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1412974.250000 Penalty: 3037.877686
	Iteration 52Q: 3 clusters Score -1412974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1412994.125000 Penalty: 3037.877686
	Iteration 53Q: 3 clusters Score -1412994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1413009.375000 Penalty: 3037.877686
	Iteration 54Q: 3 clusters Score -1413009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1413029.500000 Penalty: 3037.877686
	Iteration 55Q: 3 clusters Score -1413030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1413049.875000 Penalty: 3037.877686
	Iteration 56Q: 3 clusters Score -1413050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1413062.375000 Penalty: 3037.877686
	Iteration 57Q: 3 clusters Score -1413062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1413085.125000 Penalty: 3037.877686
	Iteration 58Q: 3 clusters Score -1413085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1413096.625000 Penalty: 3037.877686
	Iteration 59Q: 3 clusters Score -1413097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1413107.625000 Penalty: 3037.877686
	Iteration 60F: 3 clusters Score -1413108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1413116.250000 Penalty: 3037.877686
	Iteration 61Q: 3 clusters Score -1413116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1413127.000000 Penalty: 3037.877686
	Iteration 62Q: 3 clusters Score -1413127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1413131.125000 Penalty: 3037.877686
	Iteration 63Q: 3 clusters Score -1413131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1413143.875000 Penalty: 3037.877686
	Iteration 64Q: 3 clusters Score -1413144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1413148.750000 Penalty: 3037.877686
	Iteration 65Q: 3 clusters Score -1413149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1413149.750000 Penalty: 3037.877686
	Iteration 66Q: 3 clusters Score -1413150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1413153.250000 Penalty: 3037.877686
	Iteration 67Q: 3 clusters Score -1413153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1413153.250000 Penalty: 3037.877686
	Iteration 68Q: 3 clusters Score -1413153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1413160.125000 Penalty: 3037.877686
	Iteration 69Q: 3 clusters Score -1413160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1413160.250000 Penalty: 3037.877686
	Iteration 70Q: 3 clusters Score -1413160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1413164.875000 Penalty: 3037.877686
	Iteration 71Q: 3 clusters Score -1413165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1413165.125000 Penalty: 3037.877686
	Iteration 72Q: 3 clusters Score -1413165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1413166.250000 Penalty: 3037.877686
	Iteration 73Q: 3 clusters Score -1413166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1413167.250000 Penalty: 3037.877686
	Iteration 74Q: 3 clusters Score -1413167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1413167.000000 Penalty: 3037.877686
	Iteration 75Q: 3 clusters Score -1413167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1413170.750000 Penalty: 3037.877686
	Iteration 76Q: 3 clusters Score -1413171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1413171.375000 Penalty: 3037.877686
	Iteration 77Q: 3 clusters Score -1413171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1413172.875000 Penalty: 3037.877686
	Iteration 78Q: 3 clusters Score -1413173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1413173.125000 Penalty: 3037.877686
	Iteration 79Q: 3 clusters Score -1413173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1413175.875000 Penalty: 3037.877686
	Iteration 80F: 3 clusters Score -1413176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1413177.625000 Penalty: 3037.877686
	Iteration 81Q: 3 clusters Score -1413178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1413177.875000 Penalty: 3037.877686
	Iteration 82Q: 3 clusters Score -1413178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1413179.750000 Penalty: 3037.877686
	Iteration 83Q: 3 clusters Score -1413180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1413181.625000 Penalty: 3037.877686
	Iteration 84Q: 3 clusters Score -1413182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1413179.125000 Penalty: 3037.877686
	Iteration 85Q: 3 clusters Score -1413179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1413180.500000 Penalty: 3037.877686
	Iteration 86Q: 3 clusters Score -1413180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1413187.375000 Penalty: 3037.877686
	Iteration 87Q: 3 clusters Score -1413187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1413187.250000 Penalty: 3037.877686
	Iteration 88Q: 3 clusters Score -1413187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1413187.125000 Penalty: 3037.877686
	Iteration 89Q: 3 clusters Score -1413187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1413187.125000 Penalty: 3037.877686
	Iteration 90F: 3 clusters Score -1413187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -182817.343750 Penalty: 1202.799316
	Iteration 0F: 2 clusters Score -182817.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180986.656250 Penalty: 2405.598633
	Iteration 0F: 3 clusters Score -180986.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -181409.796875 Penalty: 2405.598633
	Iteration 1F: 3 clusters Score -181409.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -181611.984375 Penalty: 2405.598633
	Iteration 2F: 3 clusters Score -181612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -181745.859375 Penalty: 2405.598633
	Iteration 3F: 3 clusters Score -181745.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -181865.125000 Penalty: 2405.598633
	Iteration 4F: 3 clusters Score -181865.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -181916.859375 Penalty: 2405.598633
	Iteration 5Q: 3 clusters Score -181916.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -181954.968750 Penalty: 2405.598633
	Iteration 6Q: 3 clusters Score -181955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -181977.406250 Penalty: 2405.598633
	Iteration 7Q: 3 clusters Score -181977.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -181997.640625 Penalty: 2405.598633
	Iteration 8Q: 3 clusters Score -181997.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -182008.953125 Penalty: 2405.598633
	Iteration 9Q: 3 clusters Score -182009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -182015.296875 Penalty: 2405.598633
	Iteration 10Q: 3 clusters Score -182015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -182017.468750 Penalty: 2405.598633
	Iteration 11Q: 3 clusters Score -182017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -182019.812500 Penalty: 2405.598633
	Iteration 12Q: 3 clusters Score -182019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -182020.312500 Penalty: 2405.598633
	Iteration 13Q: 3 clusters Score -182020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -182020.312500 Penalty: 2405.598633
	Iteration 14F: 3 clusters Score -182020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 139677 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 9 contains 21722 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 17 clusters Score -2.943415e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20457 members 
Mstep: Class 4 contains 139572 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 9 contains 21937 members 
Mstep: Class 10 contains 17969 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29435008.000000 Penalty: 32274.470703
Iteration 80F: 17 clusters Score -2.943501e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20484 members 
Mstep: Class 4 contains 139193 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 9 contains 21797 members 
Mstep: Class 10 contains 17890 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 17 clusters Score -2.943532e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20536 members 
Mstep: Class 4 contains 138945 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 17829 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 17 clusters Score -2.94355e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20624 members 
Mstep: Class 4 contains 138746 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 6629 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 21 contains 11611 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 17 clusters Score -2.94357e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20682 members 
Mstep: Class 4 contains 138604 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 9 contains 21706 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11614 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 17 clusters Score -2.943585e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20768 members 
Mstep: Class 4 contains 138445 members 
Mstep: Class 5 contains 5602 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 9 contains 21694 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 17 clusters Score -2.943598e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20822 members 
Mstep: Class 4 contains 138327 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 9 contains 21676 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11604 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 17 clusters Score -2.943605e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20865 members 
Mstep: Class 4 contains 138245 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 9 contains 21654 members 
Mstep: Class 10 contains 17628 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 15 contains 8361 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 17 clusters Score -2.943612e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 138183 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 9 contains 21624 members 
Mstep: Class 10 contains 17602 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 6097 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11584 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 17 clusters Score -2.943615e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 20979 members 
Mstep: Class 4 contains 138090 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 7070 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 9 contains 21623 members 
Mstep: Class 10 contains 17584 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 15 contains 8362 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11578 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 17 clusters Score -2.943623e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 138006 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 17566 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11574 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 17 clusters Score -2.943628e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21066 members 
Mstep: Class 4 contains 137936 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 7184 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 17548 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 6177 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11570 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 17 clusters Score -2.943634e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 137857 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 7236 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21584 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11566 members 
Mstep: Class 22 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 17 clusters Score -2.94364e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21132 members 
Mstep: Class 4 contains 137795 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 9 contains 21584 members 
Mstep: Class 10 contains 17521 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 15 contains 8386 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11563 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 17 clusters Score -2.943644e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21172 members 
Mstep: Class 4 contains 137740 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21580 members 
Mstep: Class 10 contains 17507 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 15 contains 8394 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11560 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 17 clusters Score -2.943647e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21212 members 
Mstep: Class 4 contains 137670 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 9 contains 21576 members 
Mstep: Class 10 contains 17497 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 6235 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11548 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 17 clusters Score -2.943655e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21250 members 
Mstep: Class 4 contains 137609 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 7384 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 9 contains 21569 members 
Mstep: Class 10 contains 17487 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 17 clusters Score -2.943656e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 137576 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 17469 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 17 clusters Score -2.943664e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21301 members 
Mstep: Class 4 contains 137547 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21544 members 
Mstep: Class 10 contains 17443 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 17 clusters Score -2.943666e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21318 members 
Mstep: Class 4 contains 137530 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 17417 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 15 contains 8485 members 
Mstep: Class 16 contains 6255 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 17 clusters Score -2.943669e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 137493 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 17402 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 17 clusters Score -2.943671e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21354 members 
Mstep: Class 4 contains 137444 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21533 members 
Mstep: Class 10 contains 17386 members 
Mstep: Class 11 contains 1970 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 15 contains 8529 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 17 clusters Score -2.943677e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 137416 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 17365 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 15 contains 8553 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11544 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 17 clusters Score -2.943677e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21384 members 
Mstep: Class 4 contains 137399 members 
Mstep: Class 5 contains 6120 members 
Mstep: Class 6 contains 7563 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 17347 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 15 contains 8576 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 17 clusters Score -2.943683e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21406 members 
Mstep: Class 4 contains 137380 members 
Mstep: Class 5 contains 6126 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 17339 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 15 contains 8583 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 17 clusters Score -2.943687e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21427 members 
Mstep: Class 4 contains 137367 members 
Mstep: Class 5 contains 6131 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 1888 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 17 clusters Score -2.943691e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21453 members 
Mstep: Class 4 contains 137348 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 9 contains 21521 members 
Mstep: Class 10 contains 17323 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 17 clusters Score -2.943696e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21468 members 
Mstep: Class 4 contains 137349 members 
Mstep: Class 5 contains 6141 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 6265 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 17 clusters Score -2.943697e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21486 members 
Mstep: Class 4 contains 137343 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 7606 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 17295 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 6265 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 17 clusters Score -2.943695e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21502 members 
Mstep: Class 4 contains 137330 members 
Mstep: Class 5 contains 6157 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 17276 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 16 contains 6266 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11548 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 17 clusters Score -2.9437e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21523 members 
Mstep: Class 4 contains 137321 members 
Mstep: Class 5 contains 6161 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 15 contains 8643 members 
Mstep: Class 16 contains 6267 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 17 clusters Score -2.943704e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21539 members 
Mstep: Class 4 contains 137316 members 
Mstep: Class 5 contains 6168 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21506 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 15 contains 8656 members 
Mstep: Class 16 contains 6271 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437070.000000 Penalty: 32274.470703
Iteration 111Q: 17 clusters Score -2.943707e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 137302 members 
Mstep: Class 5 contains 6173 members 
Mstep: Class 6 contains 7654 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 17231 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 16 contains 6275 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437046.000000 Penalty: 32274.470703
Iteration 112Q: 17 clusters Score -2.943705e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21569 members 
Mstep: Class 4 contains 137278 members 
Mstep: Class 5 contains 6177 members 
Mstep: Class 6 contains 7663 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21494 members 
Mstep: Class 10 contains 17216 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 15 contains 8679 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11549 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437066.000000 Penalty: 32274.470703
Iteration 113Q: 17 clusters Score -2.943707e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 137265 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 17209 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 15 contains 8682 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11547 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437068.000000 Penalty: 32274.470703
Iteration 114Q: 17 clusters Score -2.943707e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21609 members 
Mstep: Class 4 contains 137250 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 7691 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21482 members 
Mstep: Class 10 contains 17193 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 15 contains 8691 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437066.000000 Penalty: 32274.470703
Iteration 115Q: 17 clusters Score -2.943707e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21631 members 
Mstep: Class 4 contains 137238 members 
Mstep: Class 5 contains 6190 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21480 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 1743 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 6277 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437096.000000 Penalty: 32274.470703
Iteration 116Q: 17 clusters Score -2.94371e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 137230 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21476 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437066.000000 Penalty: 32274.470703
Iteration 117Q: 17 clusters Score -2.943707e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21666 members 
Mstep: Class 4 contains 137218 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21477 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437072.000000 Penalty: 32274.470703
Iteration 118Q: 17 clusters Score -2.943707e+07 nChanged 76
Entering ConstructFrom: 
Score: -29437072.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -17524.037109 Penalty: 771.051453
	Iteration 0F: 2 clusters Score -17524.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16931.792969 Penalty: 1542.102905
	Iteration 0F: 3 clusters Score -16931.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17000.580078 Penalty: 1542.102905
	Iteration 1F: 3 clusters Score -17000.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17035.986328 Penalty: 1542.102905
	Iteration 2Q: 3 clusters Score -17035.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17052.480469 Penalty: 1542.102905
	Iteration 3Q: 3 clusters Score -17052.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17052.480469 Penalty: 1542.102905
	Iteration 4F: 3 clusters Score -17052.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -42886.734375 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -42886.73 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 147 members 
Entering Unmasked Estep 
Score: -41974.121094 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -41974.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42074.406250 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -42074.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42103.289062 Penalty: 1854.810913
	Iteration 2Q: 3 clusters Score -42103.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42106.488281 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -42106.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42106.488281 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -42106.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Entering Unmasked Estep 
Score: -2617835.250000 Penalty: 1622.401123
	Iteration 0F: 2 clusters Score -2617835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2603168.250000 Penalty: 3244.802246
	Iteration 0F: 3 clusters Score -2603168 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2608615.250000 Penalty: 3244.802246
	Iteration 1F: 3 clusters Score -2608615 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2609265.000000 Penalty: 3244.802246
	Iteration 2F: 3 clusters Score -2609265 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2610138.000000 Penalty: 3244.802246
	Iteration 3F: 3 clusters Score -2610138 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2611356.250000 Penalty: 3244.802246
	Iteration 4F: 3 clusters Score -2611356 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2612835.000000 Penalty: 3244.802246
	Iteration 5F: 3 clusters Score -2612835 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2614295.250000 Penalty: 3244.802246
	Iteration 6F: 3 clusters Score -2614295 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2615319.250000 Penalty: 3244.802246
	Iteration 7F: 3 clusters Score -2615319 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2615906.250000 Penalty: 3244.802246
	Iteration 8Q: 3 clusters Score -2615906 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2616231.250000 Penalty: 3244.802246
	Iteration 9Q: 3 clusters Score -2616231 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2616398.250000 Penalty: 3244.802246
	Iteration 10Q: 3 clusters Score -2616398 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2616491.750000 Penalty: 3244.802246
	Iteration 11Q: 3 clusters Score -2616492 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2616555.500000 Penalty: 3244.802246
	Iteration 12Q: 3 clusters Score -2616556 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2616588.000000 Penalty: 3244.802246
	Iteration 13Q: 3 clusters Score -2616588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2616616.750000 Penalty: 3244.802246
	Iteration 14Q: 3 clusters Score -2616617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2616630.500000 Penalty: 3244.802246
	Iteration 15Q: 3 clusters Score -2616630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2616646.000000 Penalty: 3244.802246
	Iteration 16Q: 3 clusters Score -2616646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2616660.250000 Penalty: 3244.802246
	Iteration 17Q: 3 clusters Score -2616660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2616665.500000 Penalty: 3244.802246
	Iteration 18Q: 3 clusters Score -2616666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2616666.500000 Penalty: 3244.802246
	Iteration 19Q: 3 clusters Score -2616666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2616669.250000 Penalty: 3244.802246
	Iteration 20F: 3 clusters Score -2616669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2616675.250000 Penalty: 3244.802246
	Iteration 21Q: 3 clusters Score -2616675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2616683.500000 Penalty: 3244.802246
	Iteration 22Q: 3 clusters Score -2616684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2616692.500000 Penalty: 3244.802246
	Iteration 23Q: 3 clusters Score -2616692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2616690.500000 Penalty: 3244.802246
	Iteration 24Q: 3 clusters Score -2616690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2616701.000000 Penalty: 3244.802246
	Iteration 25Q: 3 clusters Score -2616701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2616701.750000 Penalty: 3244.802246
	Iteration 26Q: 3 clusters Score -2616702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2616712.500000 Penalty: 3244.802246
	Iteration 27Q: 3 clusters Score -2616712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2616722.500000 Penalty: 3244.802246
	Iteration 28Q: 3 clusters Score -2616722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2616726.250000 Penalty: 3244.802246
	Iteration 29Q: 3 clusters Score -2616726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2616729.500000 Penalty: 3244.802246
	Iteration 30Q: 3 clusters Score -2616730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2616727.250000 Penalty: 3244.802246
	Iteration 31Q: 3 clusters Score -2616727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2616741.500000 Penalty: 3244.802246
	Iteration 32Q: 3 clusters Score -2616742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2616744.500000 Penalty: 3244.802246
	Iteration 33Q: 3 clusters Score -2616744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2616756.250000 Penalty: 3244.802246
	Iteration 34Q: 3 clusters Score -2616756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2616767.000000 Penalty: 3244.802246
	Iteration 35Q: 3 clusters Score -2616767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2616773.250000 Penalty: 3244.802246
	Iteration 36Q: 3 clusters Score -2616773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2616774.000000 Penalty: 3244.802246
	Iteration 37Q: 3 clusters Score -2616774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2616777.000000 Penalty: 3244.802246
	Iteration 38Q: 3 clusters Score -2616777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2616788.000000 Penalty: 3244.802246
	Iteration 39Q: 3 clusters Score -2616788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2616796.750000 Penalty: 3244.802246
	Iteration 40F: 3 clusters Score -2616797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2616814.500000 Penalty: 3244.802246
	Iteration 41Q: 3 clusters Score -2616814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2616828.000000 Penalty: 3244.802246
	Iteration 42Q: 3 clusters Score -2616828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2616832.500000 Penalty: 3244.802246
	Iteration 43Q: 3 clusters Score -2616832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2616839.000000 Penalty: 3244.802246
	Iteration 44Q: 3 clusters Score -2616839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2616847.750000 Penalty: 3244.802246
	Iteration 45Q: 3 clusters Score -2616848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2616855.500000 Penalty: 3244.802246
	Iteration 46Q: 3 clusters Score -2616856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2616872.750000 Penalty: 3244.802246
	Iteration 47Q: 3 clusters Score -2616873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2616878.000000 Penalty: 3244.802246
	Iteration 48Q: 3 clusters Score -2616878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2616887.000000 Penalty: 3244.802246
	Iteration 49Q: 3 clusters Score -2616887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2616889.000000 Penalty: 3244.802246
	Iteration 50Q: 3 clusters Score -2616889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2616905.000000 Penalty: 3244.802246
	Iteration 51Q: 3 clusters Score -2616905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2616914.000000 Penalty: 3244.802246
	Iteration 52Q: 3 clusters Score -2616914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2616919.500000 Penalty: 3244.802246
	Iteration 53Q: 3 clusters Score -2616920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2616933.000000 Penalty: 3244.802246
	Iteration 54Q: 3 clusters Score -2616933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2616943.500000 Penalty: 3244.802246
	Iteration 55Q: 3 clusters Score -2616944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2616954.500000 Penalty: 3244.802246
	Iteration 56Q: 3 clusters Score -2616954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2616967.750000 Penalty: 3244.802246
	Iteration 57Q: 3 clusters Score -2616968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2616985.750000 Penalty: 3244.802246
	Iteration 58Q: 3 clusters Score -2616986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2616999.250000 Penalty: 3244.802246
	Iteration 59Q: 3 clusters Score -2616999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2617016.750000 Penalty: 3244.802246
	Iteration 60F: 3 clusters Score -2617017 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2617035.500000 Penalty: 3244.802246
	Iteration 61Q: 3 clusters Score -2617036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2617051.500000 Penalty: 3244.802246
	Iteration 62Q: 3 clusters Score -2617052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2617074.250000 Penalty: 3244.802246
	Iteration 63Q: 3 clusters Score -2617074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2617091.250000 Penalty: 3244.802246
	Iteration 64Q: 3 clusters Score -2617091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2617106.500000 Penalty: 3244.802246
	Iteration 65Q: 3 clusters Score -2617106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2617131.250000 Penalty: 3244.802246
	Iteration 66Q: 3 clusters Score -2617131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2617153.250000 Penalty: 3244.802246
	Iteration 67Q: 3 clusters Score -2617153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2617173.500000 Penalty: 3244.802246
	Iteration 68Q: 3 clusters Score -2617174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2617200.250000 Penalty: 3244.802246
	Iteration 69Q: 3 clusters Score -2617200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2617224.500000 Penalty: 3244.802246
	Iteration 70Q: 3 clusters Score -2617224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2617254.250000 Penalty: 3244.802246
	Iteration 71Q: 3 clusters Score -2617254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2617285.500000 Penalty: 3244.802246
	Iteration 72Q: 3 clusters Score -2617286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2617326.000000 Penalty: 3244.802246
	Iteration 73Q: 3 clusters Score -2617326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2617361.000000 Penalty: 3244.802246
	Iteration 74Q: 3 clusters Score -2617361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2617385.000000 Penalty: 3244.802246
	Iteration 75Q: 3 clusters Score -2617385 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2617410.000000 Penalty: 3244.802246
	Iteration 76Q: 3 clusters Score -2617410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2617438.750000 Penalty: 3244.802246
	Iteration 77Q: 3 clusters Score -2617439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2617456.000000 Penalty: 3244.802246
	Iteration 78Q: 3 clusters Score -2617456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2617468.250000 Penalty: 3244.802246
	Iteration 79Q: 3 clusters Score -2617468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2617480.500000 Penalty: 3244.802246
	Iteration 80F: 3 clusters Score -2617480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2617487.500000 Penalty: 3244.802246
	Iteration 81Q: 3 clusters Score -2617488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2617493.750000 Penalty: 3244.802246
	Iteration 82Q: 3 clusters Score -2617494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2617496.750000 Penalty: 3244.802246
	Iteration 83Q: 3 clusters Score -2617497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2617501.500000 Penalty: 3244.802246
	Iteration 84Q: 3 clusters Score -2617502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2617505.750000 Penalty: 3244.802246
	Iteration 85Q: 3 clusters Score -2617506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2617504.250000 Penalty: 3244.802246
	Iteration 86Q: 3 clusters Score -2617504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2617507.500000 Penalty: 3244.802246
	Iteration 87Q: 3 clusters Score -2617508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2617511.500000 Penalty: 3244.802246
	Iteration 88Q: 3 clusters Score -2617512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2617513.000000 Penalty: 3244.802246
	Iteration 89Q: 3 clusters Score -2617513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2617509.250000 Penalty: 3244.802246
	Iteration 90Q: 3 clusters Score -2617509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2617514.500000 Penalty: 3244.802246
	Iteration 91Q: 3 clusters Score -2617514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2617514.750000 Penalty: 3244.802246
	Iteration 92Q: 3 clusters Score -2617515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2617515.000000 Penalty: 3244.802246
	Iteration 93Q: 3 clusters Score -2617515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2617514.250000 Penalty: 3244.802246
	Iteration 94Q: 3 clusters Score -2617514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2617514.250000 Penalty: 3244.802246
	Iteration 95F: 3 clusters Score -2617514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (137216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137216 members 
Entering Unmasked Estep 
Score: -16596280.000000 Penalty: 1922.263062
	Iteration 0F: 2 clusters Score -1.659628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -16509317.000000 Penalty: 3844.526123
	Iteration 0F: 3 clusters Score -1.650932e+07 nChanged 65966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -16548800.000000 Penalty: 3844.526123
	Iteration 1F: 3 clusters Score -1.65488e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -16550712.000000 Penalty: 3844.526123
	Iteration 2Q: 3 clusters Score -1.655071e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -16553432.000000 Penalty: 3844.526123
	Iteration 3Q: 3 clusters Score -1.655343e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -16556832.000000 Penalty: 3844.526123
	Iteration 4F: 3 clusters Score -1.655683e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -16561062.000000 Penalty: 3844.526123
	Iteration 5F: 3 clusters Score -1.656106e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -16565977.000000 Penalty: 3844.526123
	Iteration 6F: 3 clusters Score -1.656598e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -16571807.000000 Penalty: 3844.526123
	Iteration 7F: 3 clusters Score -1.657181e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -16577199.000000 Penalty: 3844.526123
	Iteration 8F: 3 clusters Score -1.65772e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -16580723.000000 Penalty: 3844.526123
	Iteration 9Q: 3 clusters Score -1.658072e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 109561 members 
Entering Unmasked Estep 
Score: -16582548.000000 Penalty: 3844.526123
	Iteration 10Q: 3 clusters Score -1.658255e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 111606 members 
Entering Unmasked Estep 
Score: -16583521.000000 Penalty: 3844.526123
	Iteration 11Q: 3 clusters Score -1.658352e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -16584284.000000 Penalty: 3844.526123
	Iteration 12Q: 3 clusters Score -1.658428e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -16585019.000000 Penalty: 3844.526123
	Iteration 13Q: 3 clusters Score -1.658502e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -16585688.000000 Penalty: 3844.526123
	Iteration 14Q: 3 clusters Score -1.658569e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -16586470.000000 Penalty: 3844.526123
	Iteration 15Q: 3 clusters Score -1.658647e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 121500 members 
Entering Unmasked Estep 
Score: -16587062.000000 Penalty: 3844.526123
	Iteration 16Q: 3 clusters Score -1.658706e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -16587728.000000 Penalty: 3844.526123
	Iteration 17Q: 3 clusters Score -1.658773e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -16588380.000000 Penalty: 3844.526123
	Iteration 18Q: 3 clusters Score -1.658838e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -16589088.000000 Penalty: 3844.526123
	Iteration 19Q: 3 clusters Score -1.658909e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 127757 members 
Entering Unmasked Estep 
Score: -16589794.000000 Penalty: 3844.526123
	Iteration 20F: 3 clusters Score -1.658979e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -16590392.000000 Penalty: 3844.526123
	Iteration 21Q: 3 clusters Score -1.659039e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -16590937.000000 Penalty: 3844.526123
	Iteration 22Q: 3 clusters Score -1.659094e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 131230 members 
Entering Unmasked Estep 
Score: -16591516.000000 Penalty: 3844.526123
	Iteration 23Q: 3 clusters Score -1.659152e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -16592065.000000 Penalty: 3844.526123
	Iteration 24Q: 3 clusters Score -1.659206e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -16592460.000000 Penalty: 3844.526123
	Iteration 25Q: 3 clusters Score -1.659246e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -16592925.000000 Penalty: 3844.526123
	Iteration 26Q: 3 clusters Score -1.659292e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -16593318.000000 Penalty: 3844.526123
	Iteration 27Q: 3 clusters Score -1.659332e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -16593683.000000 Penalty: 3844.526123
	Iteration 28Q: 3 clusters Score -1.659368e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
Score: -16594036.000000 Penalty: 3844.526123
	Iteration 29Q: 3 clusters Score -1.659404e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 135448 members 
Entering Unmasked Estep 
Score: -16594234.000000 Penalty: 3844.526123
	Iteration 30Q: 3 clusters Score -1.659423e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 135652 members 
Entering Unmasked Estep 
Score: -16594420.000000 Penalty: 3844.526123
	Iteration 31Q: 3 clusters Score -1.659442e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 135808 members 
Entering Unmasked Estep 
Score: -16594558.000000 Penalty: 3844.526123
	Iteration 32Q: 3 clusters Score -1.659456e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 135915 members 
Entering Unmasked Estep 
Score: -16594697.000000 Penalty: 3844.526123
	Iteration 33Q: 3 clusters Score -1.65947e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 135981 members 
Entering Unmasked Estep 
Score: -16594786.000000 Penalty: 3844.526123
	Iteration 34Q: 3 clusters Score -1.659479e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 136031 members 
Entering Unmasked Estep 
Score: -16594872.000000 Penalty: 3844.526123
	Iteration 35Q: 3 clusters Score -1.659487e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -16594964.000000 Penalty: 3844.526123
	Iteration 36Q: 3 clusters Score -1.659496e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -16594996.000000 Penalty: 3844.526123
	Iteration 37Q: 3 clusters Score -1.6595e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -16595059.000000 Penalty: 3844.526123
	Iteration 38Q: 3 clusters Score -1.659506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 136129 members 
Entering Unmasked Estep 
Score: -16595090.000000 Penalty: 3844.526123
	Iteration 39Q: 3 clusters Score -1.659509e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -16595154.000000 Penalty: 3844.526123
	Iteration 40F: 3 clusters Score -1.659515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -16595213.000000 Penalty: 3844.526123
	Iteration 41Q: 3 clusters Score -1.659521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -16595272.000000 Penalty: 3844.526123
	Iteration 42Q: 3 clusters Score -1.659527e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 136095 members 
Entering Unmasked Estep 
Score: -16595329.000000 Penalty: 3844.526123
	Iteration 43Q: 3 clusters Score -1.659533e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 136096 members 
Entering Unmasked Estep 
Score: -16595433.000000 Penalty: 3844.526123
	Iteration 44Q: 3 clusters Score -1.659543e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -16595479.000000 Penalty: 3844.526123
	Iteration 45Q: 3 clusters Score -1.659548e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -16595544.000000 Penalty: 3844.526123
	Iteration 46Q: 3 clusters Score -1.659554e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -16595583.000000 Penalty: 3844.526123
	Iteration 47Q: 3 clusters Score -1.659558e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -16595632.000000 Penalty: 3844.526123
	Iteration 48Q: 3 clusters Score -1.659563e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 135987 members 
Entering Unmasked Estep 
Score: -16595671.000000 Penalty: 3844.526123
	Iteration 49Q: 3 clusters Score -1.659567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -16595727.000000 Penalty: 3844.526123
	Iteration 50Q: 3 clusters Score -1.659573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 135925 members 
Entering Unmasked Estep 
Score: -16595761.000000 Penalty: 3844.526123
	Iteration 51Q: 3 clusters Score -1.659576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 135905 members 
Entering Unmasked Estep 
Score: -16595774.000000 Penalty: 3844.526123
	Iteration 52Q: 3 clusters Score -1.659577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 135895 members 
Entering Unmasked Estep 
Score: -16595788.000000 Penalty: 3844.526123
	Iteration 53Q: 3 clusters Score -1.659579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 135876 members 
Entering Unmasked Estep 
Score: -16595789.000000 Penalty: 3844.526123
	Iteration 54Q: 3 clusters Score -1.659579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -16595786.000000 Penalty: 3844.526123
	Iteration 55Q: 3 clusters Score -1.659579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -16595797.000000 Penalty: 3844.526123
	Iteration 56Q: 3 clusters Score -1.65958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -16595814.000000 Penalty: 3844.526123
	Iteration 57Q: 3 clusters Score -1.659581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -16595814.000000 Penalty: 3844.526123
	Iteration 58Q: 3 clusters Score -1.659581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -16595820.000000 Penalty: 3844.526123
	Iteration 59Q: 3 clusters Score -1.659582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -16595838.000000 Penalty: 3844.526123
	Iteration 60F: 3 clusters Score -1.659584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -16595855.000000 Penalty: 3844.526123
	Iteration 61Q: 3 clusters Score -1.659586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -16595856.000000 Penalty: 3844.526123
	Iteration 62Q: 3 clusters Score -1.659586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -16595869.000000 Penalty: 3844.526123
	Iteration 63Q: 3 clusters Score -1.659587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -16595863.000000 Penalty: 3844.526123
	Iteration 64Q: 3 clusters Score -1.659586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 135760 members 
Entering Unmasked Estep 
Score: -16595854.000000 Penalty: 3844.526123
	Iteration 65Q: 3 clusters Score -1.659585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -16595855.000000 Penalty: 3844.526123
	Iteration 66Q: 3 clusters Score -1.659586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -16595872.000000 Penalty: 3844.526123
	Iteration 67Q: 3 clusters Score -1.659587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -16595870.000000 Penalty: 3844.526123
	Iteration 68Q: 3 clusters Score -1.659587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 135739 members 
Entering Unmasked Estep 
Score: -16595878.000000 Penalty: 3844.526123
	Iteration 69Q: 3 clusters Score -1.659588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -16595885.000000 Penalty: 3844.526123
	Iteration 70Q: 3 clusters Score -1.659588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 135730 members 
Entering Unmasked Estep 
Score: -16595889.000000 Penalty: 3844.526123
	Iteration 71Q: 3 clusters Score -1.659589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 135727 members 
Entering Unmasked Estep 
Score: -16595891.000000 Penalty: 3844.526123
	Iteration 72Q: 3 clusters Score -1.659589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -16595891.000000 Penalty: 3844.526123
	Iteration 73Q: 3 clusters Score -1.659589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -16595888.000000 Penalty: 3844.526123
	Iteration 74Q: 3 clusters Score -1.659589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -16595888.000000 Penalty: 3844.526123
	Iteration 75F: 3 clusters Score -1.659589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -765847.437500 Penalty: 1418.947144
	Iteration 0F: 2 clusters Score -765847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -761056.312500 Penalty: 2837.894287
	Iteration 0F: 3 clusters Score -761056.3 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -762468.000000 Penalty: 2837.894287
	Iteration 1F: 3 clusters Score -762468 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -762652.312500 Penalty: 2837.894287
	Iteration 2F: 3 clusters Score -762652.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -762785.000000 Penalty: 2837.894287
	Iteration 3Q: 3 clusters Score -762785 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -762877.562500 Penalty: 2837.894287
	Iteration 4Q: 3 clusters Score -762877.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -762955.937500 Penalty: 2837.894287
	Iteration 5Q: 3 clusters Score -762955.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -763026.437500 Penalty: 2837.894287
	Iteration 6Q: 3 clusters Score -763026.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -763079.062500 Penalty: 2837.894287
	Iteration 7Q: 3 clusters Score -763079.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -763130.375000 Penalty: 2837.894287
	Iteration 8Q: 3 clusters Score -763130.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -763170.750000 Penalty: 2837.894287
	Iteration 9Q: 3 clusters Score -763170.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -763205.750000 Penalty: 2837.894287
	Iteration 10Q: 3 clusters Score -763205.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -763239.000000 Penalty: 2837.894287
	Iteration 11Q: 3 clusters Score -763239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -763283.750000 Penalty: 2837.894287
	Iteration 12Q: 3 clusters Score -763283.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -763334.250000 Penalty: 2837.894287
	Iteration 13Q: 3 clusters Score -763334.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -763402.812500 Penalty: 2837.894287
	Iteration 14Q: 3 clusters Score -763402.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -763490.812500 Penalty: 2837.894287
	Iteration 15Q: 3 clusters Score -763490.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -763597.250000 Penalty: 2837.894287
	Iteration 16Q: 3 clusters Score -763597.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -763705.500000 Penalty: 2837.894287
	Iteration 17Q: 3 clusters Score -763705.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -763843.312500 Penalty: 2837.894287
	Iteration 18Q: 3 clusters Score -763843.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -764004.750000 Penalty: 2837.894287
	Iteration 19Q: 3 clusters Score -764004.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -764197.312500 Penalty: 2837.894287
	Iteration 20F: 3 clusters Score -764197.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -764395.375000 Penalty: 2837.894287
	Iteration 21Q: 3 clusters Score -764395.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -764576.687500 Penalty: 2837.894287
	Iteration 22Q: 3 clusters Score -764576.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -764700.250000 Penalty: 2837.894287
	Iteration 23Q: 3 clusters Score -764700.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -764787.187500 Penalty: 2837.894287
	Iteration 24Q: 3 clusters Score -764787.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -764851.562500 Penalty: 2837.894287
	Iteration 25Q: 3 clusters Score -764851.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -764909.812500 Penalty: 2837.894287
	Iteration 26Q: 3 clusters Score -764909.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -764965.875000 Penalty: 2837.894287
	Iteration 27Q: 3 clusters Score -764965.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -765018.937500 Penalty: 2837.894287
	Iteration 28Q: 3 clusters Score -765018.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -765071.562500 Penalty: 2837.894287
	Iteration 29Q: 3 clusters Score -765071.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -765121.562500 Penalty: 2837.894287
	Iteration 30Q: 3 clusters Score -765121.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -765152.437500 Penalty: 2837.894287
	Iteration 31Q: 3 clusters Score -765152.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -765183.437500 Penalty: 2837.894287
	Iteration 32Q: 3 clusters Score -765183.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -765207.312500 Penalty: 2837.894287
	Iteration 33Q: 3 clusters Score -765207.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -765231.875000 Penalty: 2837.894287
	Iteration 34Q: 3 clusters Score -765231.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -765258.625000 Penalty: 2837.894287
	Iteration 35Q: 3 clusters Score -765258.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -765279.812500 Penalty: 2837.894287
	Iteration 36Q: 3 clusters Score -765279.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -765293.000000 Penalty: 2837.894287
	Iteration 37Q: 3 clusters Score -765293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -765308.500000 Penalty: 2837.894287
	Iteration 38Q: 3 clusters Score -765308.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -765318.375000 Penalty: 2837.894287
	Iteration 39Q: 3 clusters Score -765318.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -765322.750000 Penalty: 2837.894287
	Iteration 40F: 3 clusters Score -765322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -765324.812500 Penalty: 2837.894287
	Iteration 41Q: 3 clusters Score -765324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -765328.687500 Penalty: 2837.894287
	Iteration 42Q: 3 clusters Score -765328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -765329.187500 Penalty: 2837.894287
	Iteration 43Q: 3 clusters Score -765329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -765329.187500 Penalty: 2837.894287
	Iteration 44Q: 3 clusters Score -765329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -765333.250000 Penalty: 2837.894287
	Iteration 45Q: 3 clusters Score -765333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -765333.750000 Penalty: 2837.894287
	Iteration 46Q: 3 clusters Score -765333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -765334.375000 Penalty: 2837.894287
	Iteration 47Q: 3 clusters Score -765334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -765334.187500 Penalty: 2837.894287
	Iteration 48Q: 3 clusters Score -765334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -765336.750000 Penalty: 2837.894287
	Iteration 49Q: 3 clusters Score -765336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -765339.250000 Penalty: 2837.894287
	Iteration 50Q: 3 clusters Score -765339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -765338.312500 Penalty: 2837.894287
	Iteration 51Q: 3 clusters Score -765338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -765340.562500 Penalty: 2837.894287
	Iteration 52Q: 3 clusters Score -765340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -765340.750000 Penalty: 2837.894287
	Iteration 53Q: 3 clusters Score -765340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -765340.875000 Penalty: 2837.894287
	Iteration 54Q: 3 clusters Score -765340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -765340.562500 Penalty: 2837.894287
	Iteration 55Q: 3 clusters Score -765340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -765340.562500 Penalty: 2837.894287
	Iteration 56F: 3 clusters Score -765340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -960611.937500 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -960611.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -954904.125000 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -954904.1 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -956638.750000 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -956638.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -956825.125000 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -956825.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -956974.687500 Penalty: 2908.838867
	Iteration 3Q: 3 clusters Score -956974.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -957126.562500 Penalty: 2908.838867
	Iteration 4Q: 3 clusters Score -957126.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -957295.500000 Penalty: 2908.838867
	Iteration 5Q: 3 clusters Score -957295.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -957482.937500 Penalty: 2908.838867
	Iteration 6Q: 3 clusters Score -957482.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -957722.312500 Penalty: 2908.838867
	Iteration 7Q: 3 clusters Score -957722.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -958023.000000 Penalty: 2908.838867
	Iteration 8F: 3 clusters Score -958023 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -958293.812500 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -958293.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -958530.500000 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -958530.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -958726.187500 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -958726.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -958872.437500 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -958872.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -958977.062500 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -958977.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -959059.937500 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -959059.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -959138.687500 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -959138.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -959195.000000 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -959195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -959227.562500 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -959227.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -959251.500000 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -959251.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -959274.687500 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -959274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -959283.687500 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -959283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -959292.312500 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -959292.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -959296.937500 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -959296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -959301.937500 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -959301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -959313.250000 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -959313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -959324.312500 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -959324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -959329.437500 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -959329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -959340.062500 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -959340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -959343.250000 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -959343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -959345.250000 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -959345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -959345.250000 Penalty: 2908.838867
	Iteration 30F: 3 clusters Score -959345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -158857.109375 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -158857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157162.687500 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -157162.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157460.156250 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -157460.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157540.531250 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -157540.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157603.375000 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -157603.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157632.125000 Penalty: 2350.168213
	Iteration 4Q: 3 clusters Score -157632.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157656.921875 Penalty: 2350.168213
	Iteration 5Q: 3 clusters Score -157656.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157677.171875 Penalty: 2350.168213
	Iteration 6Q: 3 clusters Score -157677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -157687.968750 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -157688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157695.937500 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -157695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157700.859375 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -157700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157708.156250 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -157708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157715.921875 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -157715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157729.359375 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -157729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157739.234375 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -157739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157747.156250 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -157747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157755.796875 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -157755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157761.234375 Penalty: 2350.168213
	Iteration 16Q: 3 clusters Score -157761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157766.421875 Penalty: 2350.168213
	Iteration 17Q: 3 clusters Score -157766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157772.234375 Penalty: 2350.168213
	Iteration 18Q: 3 clusters Score -157772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157778.031250 Penalty: 2350.168213
	Iteration 19Q: 3 clusters Score -157778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157782.546875 Penalty: 2350.168213
	Iteration 20F: 3 clusters Score -157782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157786.500000 Penalty: 2350.168213
	Iteration 21Q: 3 clusters Score -157786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157790.687500 Penalty: 2350.168213
	Iteration 22Q: 3 clusters Score -157790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157794.875000 Penalty: 2350.168213
	Iteration 23Q: 3 clusters Score -157794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157800.390625 Penalty: 2350.168213
	Iteration 24Q: 3 clusters Score -157800.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157804.921875 Penalty: 2350.168213
	Iteration 25Q: 3 clusters Score -157804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157806.921875 Penalty: 2350.168213
	Iteration 26Q: 3 clusters Score -157806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157807.234375 Penalty: 2350.168213
	Iteration 27Q: 3 clusters Score -157807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157807.234375 Penalty: 2350.168213
	Iteration 28F: 3 clusters Score -157807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Entering Unmasked Estep 
Score: -2694954.500000 Penalty: 1620.849487
	Iteration 0F: 2 clusters Score -2694954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2680601.500000 Penalty: 3241.698975
	Iteration 0F: 3 clusters Score -2680602 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2685983.000000 Penalty: 3241.698975
	Iteration 1F: 3 clusters Score -2685983 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2686279.000000 Penalty: 3241.698975
	Iteration 2Q: 3 clusters Score -2686279 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2686550.250000 Penalty: 3241.698975
	Iteration 3Q: 3 clusters Score -2686550 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2686820.500000 Penalty: 3241.698975
	Iteration 4Q: 3 clusters Score -2686820 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2687133.250000 Penalty: 3241.698975
	Iteration 5Q: 3 clusters Score -2687133 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2687497.500000 Penalty: 3241.698975
	Iteration 6Q: 3 clusters Score -2687498 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2687982.500000 Penalty: 3241.698975
	Iteration 7Q: 3 clusters Score -2687982 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2688707.250000 Penalty: 3241.698975
	Iteration 8F: 3 clusters Score -2688707 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2689580.500000 Penalty: 3241.698975
	Iteration 9F: 3 clusters Score -2689580 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2690579.500000 Penalty: 3241.698975
	Iteration 10F: 3 clusters Score -2690580 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2691603.000000 Penalty: 3241.698975
	Iteration 11F: 3 clusters Score -2691603 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2692354.750000 Penalty: 3241.698975
	Iteration 12Q: 3 clusters Score -2692355 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2692869.500000 Penalty: 3241.698975
	Iteration 13Q: 3 clusters Score -2692870 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2693182.500000 Penalty: 3241.698975
	Iteration 14Q: 3 clusters Score -2693182 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2693342.750000 Penalty: 3241.698975
	Iteration 15Q: 3 clusters Score -2693343 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2693442.500000 Penalty: 3241.698975
	Iteration 16Q: 3 clusters Score -2693442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2693504.750000 Penalty: 3241.698975
	Iteration 17Q: 3 clusters Score -2693505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2693537.500000 Penalty: 3241.698975
	Iteration 18Q: 3 clusters Score -2693538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2693560.250000 Penalty: 3241.698975
	Iteration 19Q: 3 clusters Score -2693560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2693573.750000 Penalty: 3241.698975
	Iteration 20F: 3 clusters Score -2693574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2693581.750000 Penalty: 3241.698975
	Iteration 21Q: 3 clusters Score -2693582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2693593.000000 Penalty: 3241.698975
	Iteration 22Q: 3 clusters Score -2693593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2693595.750000 Penalty: 3241.698975
	Iteration 23Q: 3 clusters Score -2693596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2693599.750000 Penalty: 3241.698975
	Iteration 24Q: 3 clusters Score -2693600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2693602.000000 Penalty: 3241.698975
	Iteration 25Q: 3 clusters Score -2693602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2693608.250000 Penalty: 3241.698975
	Iteration 26Q: 3 clusters Score -2693608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2693611.250000 Penalty: 3241.698975
	Iteration 27Q: 3 clusters Score -2693611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2693615.750000 Penalty: 3241.698975
	Iteration 28Q: 3 clusters Score -2693616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2693623.000000 Penalty: 3241.698975
	Iteration 29Q: 3 clusters Score -2693623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2693629.500000 Penalty: 3241.698975
	Iteration 30Q: 3 clusters Score -2693630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2693634.250000 Penalty: 3241.698975
	Iteration 31Q: 3 clusters Score -2693634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2693637.250000 Penalty: 3241.698975
	Iteration 32Q: 3 clusters Score -2693637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2693640.000000 Penalty: 3241.698975
	Iteration 33Q: 3 clusters Score -2693640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2693642.750000 Penalty: 3241.698975
	Iteration 34Q: 3 clusters Score -2693643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2693642.750000 Penalty: 3241.698975
	Iteration 35F: 3 clusters Score -2693643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Entering Unmasked Estep 
Score: -1997315.250000 Penalty: 1584.249634
	Iteration 0F: 2 clusters Score -1997315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1985527.625000 Penalty: 3168.499268
	Iteration 0F: 3 clusters Score -1985528 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1989661.250000 Penalty: 3168.499268
	Iteration 1F: 3 clusters Score -1989661 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1990037.875000 Penalty: 3168.499268
	Iteration 2F: 3 clusters Score -1990038 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1990419.500000 Penalty: 3168.499268
	Iteration 3F: 3 clusters Score -1990420 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1990906.375000 Penalty: 3168.499268
	Iteration 4F: 3 clusters Score -1990906 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1991531.000000 Penalty: 3168.499268
	Iteration 5F: 3 clusters Score -1991531 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1992197.375000 Penalty: 3168.499268
	Iteration 6F: 3 clusters Score -1992197 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1992770.625000 Penalty: 3168.499268
	Iteration 7F: 3 clusters Score -1992771 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1993196.500000 Penalty: 3168.499268
	Iteration 8Q: 3 clusters Score -1993196 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1993556.250000 Penalty: 3168.499268
	Iteration 9Q: 3 clusters Score -1993556 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1993910.750000 Penalty: 3168.499268
	Iteration 10Q: 3 clusters Score -1993911 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1994304.500000 Penalty: 3168.499268
	Iteration 11Q: 3 clusters Score -1994304 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1994710.125000 Penalty: 3168.499268
	Iteration 12Q: 3 clusters Score -1994710 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1995143.250000 Penalty: 3168.499268
	Iteration 13Q: 3 clusters Score -1995143 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1995535.625000 Penalty: 3168.499268
	Iteration 14Q: 3 clusters Score -1995536 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1995808.125000 Penalty: 3168.499268
	Iteration 15Q: 3 clusters Score -1995808 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1995948.000000 Penalty: 3168.499268
	Iteration 16Q: 3 clusters Score -1995948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1996039.250000 Penalty: 3168.499268
	Iteration 17Q: 3 clusters Score -1996039 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1996130.000000 Penalty: 3168.499268
	Iteration 18Q: 3 clusters Score -1996130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1996209.375000 Penalty: 3168.499268
	Iteration 19Q: 3 clusters Score -1996209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1996271.375000 Penalty: 3168.499268
	Iteration 20F: 3 clusters Score -1996271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1996328.000000 Penalty: 3168.499268
	Iteration 21Q: 3 clusters Score -1996328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1996372.250000 Penalty: 3168.499268
	Iteration 22Q: 3 clusters Score -1996372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1996395.125000 Penalty: 3168.499268
	Iteration 23Q: 3 clusters Score -1996395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1996412.250000 Penalty: 3168.499268
	Iteration 24Q: 3 clusters Score -1996412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1996430.000000 Penalty: 3168.499268
	Iteration 25Q: 3 clusters Score -1996430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1996438.250000 Penalty: 3168.499268
	Iteration 26Q: 3 clusters Score -1996438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1996444.250000 Penalty: 3168.499268
	Iteration 27Q: 3 clusters Score -1996444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1996450.000000 Penalty: 3168.499268
	Iteration 28Q: 3 clusters Score -1996450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1996456.000000 Penalty: 3168.499268
	Iteration 29Q: 3 clusters Score -1996456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1996462.875000 Penalty: 3168.499268
	Iteration 30Q: 3 clusters Score -1996463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1996473.125000 Penalty: 3168.499268
	Iteration 31Q: 3 clusters Score -1996473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1996478.875000 Penalty: 3168.499268
	Iteration 32Q: 3 clusters Score -1996479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1996482.500000 Penalty: 3168.499268
	Iteration 33Q: 3 clusters Score -1996482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1996483.250000 Penalty: 3168.499268
	Iteration 34Q: 3 clusters Score -1996483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1996483.625000 Penalty: 3168.499268
	Iteration 35Q: 3 clusters Score -1996484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1996483.375000 Penalty: 3168.499268
	Iteration 36Q: 3 clusters Score -1996483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1996484.625000 Penalty: 3168.499268
	Iteration 37Q: 3 clusters Score -1996485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1996485.250000 Penalty: 3168.499268
	Iteration 38Q: 3 clusters Score -1996485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1996487.375000 Penalty: 3168.499268
	Iteration 39Q: 3 clusters Score -1996487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1996488.500000 Penalty: 3168.499268
	Iteration 40F: 3 clusters Score -1996488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1996487.000000 Penalty: 3168.499268
	Iteration 41Q: 3 clusters Score -1996487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1996492.250000 Penalty: 3168.499268
	Iteration 42Q: 3 clusters Score -1996492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1996492.750000 Penalty: 3168.499268
	Iteration 43Q: 3 clusters Score -1996493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1996493.375000 Penalty: 3168.499268
	Iteration 44Q: 3 clusters Score -1996493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1996494.625000 Penalty: 3168.499268
	Iteration 45Q: 3 clusters Score -1996495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1996492.750000 Penalty: 3168.499268
	Iteration 46Q: 3 clusters Score -1996493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1996492.750000 Penalty: 3168.499268
	Iteration 47F: 3 clusters Score -1996493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -212998.250000 Penalty: 1211.391968
	Iteration 0F: 2 clusters Score -212998.2 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 873 members 
Entering Unmasked Estep 
Score: -211102.156250 Penalty: 2422.783936
	Iteration 0F: 3 clusters Score -211102.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -211441.000000 Penalty: 2422.783936
	Iteration 1F: 3 clusters Score -211441 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211537.140625 Penalty: 2422.783936
	Iteration 2F: 3 clusters Score -211537.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -211589.343750 Penalty: 2422.783936
	Iteration 3Q: 3 clusters Score -211589.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -211614.234375 Penalty: 2422.783936
	Iteration 4Q: 3 clusters Score -211614.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -211632.921875 Penalty: 2422.783936
	Iteration 5Q: 3 clusters Score -211632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -211641.796875 Penalty: 2422.783936
	Iteration 6Q: 3 clusters Score -211641.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211652.078125 Penalty: 2422.783936
	Iteration 7Q: 3 clusters Score -211652.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211661.265625 Penalty: 2422.783936
	Iteration 8Q: 3 clusters Score -211661.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211674.671875 Penalty: 2422.783936
	Iteration 9Q: 3 clusters Score -211674.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211682.921875 Penalty: 2422.783936
	Iteration 10Q: 3 clusters Score -211682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211686.078125 Penalty: 2422.783936
	Iteration 11Q: 3 clusters Score -211686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211688.968750 Penalty: 2422.783936
	Iteration 12Q: 3 clusters Score -211689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211691.453125 Penalty: 2422.783936
	Iteration 13Q: 3 clusters Score -211691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211692.031250 Penalty: 2422.783936
	Iteration 14Q: 3 clusters Score -211692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -211693.796875 Penalty: 2422.783936
	Iteration 15Q: 3 clusters Score -211693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211694.109375 Penalty: 2422.783936
	Iteration 16Q: 3 clusters Score -211694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211694.109375 Penalty: 2422.783936
	Iteration 17F: 3 clusters Score -211694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -295719.343750 Penalty: 1270.494995
	Iteration 0F: 2 clusters Score -295719.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -293305.562500 Penalty: 2540.989990
	Iteration 0F: 3 clusters Score -293305.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293849.625000 Penalty: 2540.989990
	Iteration 1F: 3 clusters Score -293849.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -293964.406250 Penalty: 2540.989990
	Iteration 2F: 3 clusters Score -293964.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294028.000000 Penalty: 2540.989990
	Iteration 3Q: 3 clusters Score -294028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -294073.187500 Penalty: 2540.989990
	Iteration 4Q: 3 clusters Score -294073.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -294103.500000 Penalty: 2540.989990
	Iteration 5Q: 3 clusters Score -294103.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -294129.437500 Penalty: 2540.989990
	Iteration 6Q: 3 clusters Score -294129.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -294151.531250 Penalty: 2540.989990
	Iteration 7Q: 3 clusters Score -294151.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -294175.281250 Penalty: 2540.989990
	Iteration 8Q: 3 clusters Score -294175.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -294199.281250 Penalty: 2540.989990
	Iteration 9Q: 3 clusters Score -294199.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -294223.750000 Penalty: 2540.989990
	Iteration 10Q: 3 clusters Score -294223.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -294252.375000 Penalty: 2540.989990
	Iteration 11Q: 3 clusters Score -294252.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -294267.125000 Penalty: 2540.989990
	Iteration 12Q: 3 clusters Score -294267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -294282.250000 Penalty: 2540.989990
	Iteration 13Q: 3 clusters Score -294282.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -294300.781250 Penalty: 2540.989990
	Iteration 14Q: 3 clusters Score -294300.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -294315.906250 Penalty: 2540.989990
	Iteration 15Q: 3 clusters Score -294315.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -294326.187500 Penalty: 2540.989990
	Iteration 16Q: 3 clusters Score -294326.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -294335.406250 Penalty: 2540.989990
	Iteration 17Q: 3 clusters Score -294335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -294343.843750 Penalty: 2540.989990
	Iteration 18Q: 3 clusters Score -294343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -294354.062500 Penalty: 2540.989990
	Iteration 19Q: 3 clusters Score -294354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -294368.937500 Penalty: 2540.989990
	Iteration 20F: 3 clusters Score -294368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -294377.218750 Penalty: 2540.989990
	Iteration 21Q: 3 clusters Score -294377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -294382.937500 Penalty: 2540.989990
	Iteration 22Q: 3 clusters Score -294382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -294386.343750 Penalty: 2540.989990
	Iteration 23Q: 3 clusters Score -294386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -294387.500000 Penalty: 2540.989990
	Iteration 24Q: 3 clusters Score -294387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -294388.406250 Penalty: 2540.989990
	Iteration 25Q: 3 clusters Score -294388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -294389.093750 Penalty: 2540.989990
	Iteration 26Q: 3 clusters Score -294389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -294390.031250 Penalty: 2540.989990
	Iteration 27Q: 3 clusters Score -294390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -294390.875000 Penalty: 2540.989990
	Iteration 28Q: 3 clusters Score -294390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -294391.625000 Penalty: 2540.989990
	Iteration 29Q: 3 clusters Score -294391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -294392.468750 Penalty: 2540.989990
	Iteration 30Q: 3 clusters Score -294392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294394.250000 Penalty: 2540.989990
	Iteration 31Q: 3 clusters Score -294394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -294396.281250 Penalty: 2540.989990
	Iteration 32Q: 3 clusters Score -294396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -294397.468750 Penalty: 2540.989990
	Iteration 33Q: 3 clusters Score -294397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -294400.562500 Penalty: 2540.989990
	Iteration 34Q: 3 clusters Score -294400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -294405.750000 Penalty: 2540.989990
	Iteration 35Q: 3 clusters Score -294405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -294409.031250 Penalty: 2540.989990
	Iteration 36Q: 3 clusters Score -294409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -294412.906250 Penalty: 2540.989990
	Iteration 37Q: 3 clusters Score -294412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -294416.000000 Penalty: 2540.989990
	Iteration 38Q: 3 clusters Score -294416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -294420.625000 Penalty: 2540.989990
	Iteration 39Q: 3 clusters Score -294420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -294423.500000 Penalty: 2540.989990
	Iteration 40F: 3 clusters Score -294423.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -294426.906250 Penalty: 2540.989990
	Iteration 41Q: 3 clusters Score -294426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -294430.968750 Penalty: 2540.989990
	Iteration 42Q: 3 clusters Score -294431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -294432.937500 Penalty: 2540.989990
	Iteration 43Q: 3 clusters Score -294432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -294433.437500 Penalty: 2540.989990
	Iteration 44Q: 3 clusters Score -294433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -294433.937500 Penalty: 2540.989990
	Iteration 45Q: 3 clusters Score -294433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -294433.937500 Penalty: 2540.989990
	Iteration 46F: 3 clusters Score -294433.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -1072528.000000 Penalty: 1474.423340
	Iteration 0F: 2 clusters Score -1072528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1066150.000000 Penalty: 2948.846680
	Iteration 0F: 3 clusters Score -1066150 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1068146.000000 Penalty: 2948.846680
	Iteration 1F: 3 clusters Score -1068146 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1068397.000000 Penalty: 2948.846680
	Iteration 2F: 3 clusters Score -1068397 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1068601.375000 Penalty: 2948.846680
	Iteration 3F: 3 clusters Score -1068601 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1068827.000000 Penalty: 2948.846680
	Iteration 4Q: 3 clusters Score -1068827 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1069092.250000 Penalty: 2948.846680
	Iteration 5Q: 3 clusters Score -1069092 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1069423.125000 Penalty: 2948.846680
	Iteration 6F: 3 clusters Score -1069423 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1069809.625000 Penalty: 2948.846680
	Iteration 7F: 3 clusters Score -1069810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1070204.750000 Penalty: 2948.846680
	Iteration 8F: 3 clusters Score -1070205 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1070561.125000 Penalty: 2948.846680
	Iteration 9Q: 3 clusters Score -1070561 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1070815.375000 Penalty: 2948.846680
	Iteration 10Q: 3 clusters Score -1070815 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1070993.250000 Penalty: 2948.846680
	Iteration 11Q: 3 clusters Score -1070993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1071079.750000 Penalty: 2948.846680
	Iteration 12Q: 3 clusters Score -1071080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1071139.250000 Penalty: 2948.846680
	Iteration 13Q: 3 clusters Score -1071139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1071176.750000 Penalty: 2948.846680
	Iteration 14Q: 3 clusters Score -1071177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1071201.375000 Penalty: 2948.846680
	Iteration 15Q: 3 clusters Score -1071201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1071224.375000 Penalty: 2948.846680
	Iteration 16Q: 3 clusters Score -1071224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1071233.500000 Penalty: 2948.846680
	Iteration 17Q: 3 clusters Score -1071234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1071242.875000 Penalty: 2948.846680
	Iteration 18Q: 3 clusters Score -1071243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1071248.125000 Penalty: 2948.846680
	Iteration 19Q: 3 clusters Score -1071248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1071251.750000 Penalty: 2948.846680
	Iteration 20F: 3 clusters Score -1071252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1071258.375000 Penalty: 2948.846680
	Iteration 21Q: 3 clusters Score -1071258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1071264.125000 Penalty: 2948.846680
	Iteration 22Q: 3 clusters Score -1071264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1071265.000000 Penalty: 2948.846680
	Iteration 23Q: 3 clusters Score -1071265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1071265.000000 Penalty: 2948.846680
	Iteration 24F: 3 clusters Score -1071265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -774327.062500 Penalty: 1421.108643
	Iteration 0F: 2 clusters Score -774327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -769523.687500 Penalty: 2842.217285
	Iteration 0F: 3 clusters Score -769523.7 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -770980.812500 Penalty: 2842.217285
	Iteration 1F: 3 clusters Score -770980.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -771287.875000 Penalty: 2842.217285
	Iteration 2F: 3 clusters Score -771287.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -771513.437500 Penalty: 2842.217285
	Iteration 3F: 3 clusters Score -771513.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -771700.750000 Penalty: 2842.217285
	Iteration 4Q: 3 clusters Score -771700.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -771893.937500 Penalty: 2842.217285
	Iteration 5Q: 3 clusters Score -771893.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -772110.687500 Penalty: 2842.217285
	Iteration 6Q: 3 clusters Score -772110.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -772323.437500 Penalty: 2842.217285
	Iteration 7Q: 3 clusters Score -772323.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -772484.000000 Penalty: 2842.217285
	Iteration 8Q: 3 clusters Score -772484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -772612.125000 Penalty: 2842.217285
	Iteration 9Q: 3 clusters Score -772612.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -772716.562500 Penalty: 2842.217285
	Iteration 10Q: 3 clusters Score -772716.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -772774.062500 Penalty: 2842.217285
	Iteration 11Q: 3 clusters Score -772774.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -772811.937500 Penalty: 2842.217285
	Iteration 12Q: 3 clusters Score -772811.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -772841.562500 Penalty: 2842.217285
	Iteration 13Q: 3 clusters Score -772841.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -772859.187500 Penalty: 2842.217285
	Iteration 14Q: 3 clusters Score -772859.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -772865.812500 Penalty: 2842.217285
	Iteration 15Q: 3 clusters Score -772865.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -772867.875000 Penalty: 2842.217285
	Iteration 16Q: 3 clusters Score -772867.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -772875.562500 Penalty: 2842.217285
	Iteration 17Q: 3 clusters Score -772875.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -772878.000000 Penalty: 2842.217285
	Iteration 18Q: 3 clusters Score -772878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -772881.000000 Penalty: 2842.217285
	Iteration 19Q: 3 clusters Score -772881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -772880.875000 Penalty: 2842.217285
	Iteration 20F: 3 clusters Score -772880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -772881.812500 Penalty: 2842.217285
	Iteration 21Q: 3 clusters Score -772881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -772882.125000 Penalty: 2842.217285
	Iteration 22Q: 3 clusters Score -772882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -772882.062500 Penalty: 2842.217285
	Iteration 23Q: 3 clusters Score -772882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -772882.250000 Penalty: 2842.217285
	Iteration 24Q: 3 clusters Score -772882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -772882.187500 Penalty: 2842.217285
	Iteration 25Q: 3 clusters Score -772882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -772882.500000 Penalty: 2842.217285
	Iteration 26Q: 3 clusters Score -772882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -772882.500000 Penalty: 2842.217285
	Iteration 27F: 3 clusters Score -772882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -43223.273438 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -43223.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42268.902344 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -42268.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42500.355469 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -42500.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42559.535156 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -42559.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42579.906250 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -42579.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42589.777344 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -42589.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42614.835938 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -42614.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42625.523438 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -42625.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42632.757812 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -42632.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42637.359375 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -42637.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42642.800781 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -42642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42646.308594 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -42646.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42647.316406 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -42647.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42647.316406 Penalty: 1967.692871
	Iteration 12F: 3 clusters Score -42647.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1423096.625000 Penalty: 1519.927734
	Iteration 0F: 2 clusters Score -1423097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1415053.875000 Penalty: 3039.855469
	Iteration 0F: 3 clusters Score -1415054 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1417717.000000 Penalty: 3039.855469
	Iteration 1F: 3 clusters Score -1417717 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1417940.125000 Penalty: 3039.855469
	Iteration 2F: 3 clusters Score -1417940 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1418128.875000 Penalty: 3039.855469
	Iteration 3Q: 3 clusters Score -1418129 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1418273.250000 Penalty: 3039.855469
	Iteration 4Q: 3 clusters Score -1418273 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1418411.000000 Penalty: 3039.855469
	Iteration 5Q: 3 clusters Score -1418411 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1418549.125000 Penalty: 3039.855469
	Iteration 6Q: 3 clusters Score -1418549 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1418680.250000 Penalty: 3039.855469
	Iteration 7Q: 3 clusters Score -1418680 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1418791.500000 Penalty: 3039.855469
	Iteration 8Q: 3 clusters Score -1418792 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1418898.500000 Penalty: 3039.855469
	Iteration 9Q: 3 clusters Score -1418898 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1419003.500000 Penalty: 3039.855469
	Iteration 10Q: 3 clusters Score -1419004 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1419086.500000 Penalty: 3039.855469
	Iteration 11Q: 3 clusters Score -1419086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1419181.125000 Penalty: 3039.855469
	Iteration 12Q: 3 clusters Score -1419181 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1419254.500000 Penalty: 3039.855469
	Iteration 13Q: 3 clusters Score -1419254 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1419341.625000 Penalty: 3039.855469
	Iteration 14Q: 3 clusters Score -1419342 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1419449.125000 Penalty: 3039.855469
	Iteration 15Q: 3 clusters Score -1419449 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1419591.250000 Penalty: 3039.855469
	Iteration 16Q: 3 clusters Score -1419591 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1419780.875000 Penalty: 3039.855469
	Iteration 17Q: 3 clusters Score -1419781 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1419972.500000 Penalty: 3039.855469
	Iteration 18Q: 3 clusters Score -1419972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1420148.750000 Penalty: 3039.855469
	Iteration 19Q: 3 clusters Score -1420149 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1420348.750000 Penalty: 3039.855469
	Iteration 20F: 3 clusters Score -1420349 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1420508.625000 Penalty: 3039.855469
	Iteration 21Q: 3 clusters Score -1420509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1420632.125000 Penalty: 3039.855469
	Iteration 22Q: 3 clusters Score -1420632 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1420707.875000 Penalty: 3039.855469
	Iteration 23Q: 3 clusters Score -1420708 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1420766.750000 Penalty: 3039.855469
	Iteration 24Q: 3 clusters Score -1420767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1420827.625000 Penalty: 3039.855469
	Iteration 25Q: 3 clusters Score -1420828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1420886.750000 Penalty: 3039.855469
	Iteration 26Q: 3 clusters Score -1420887 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1420962.875000 Penalty: 3039.855469
	Iteration 27Q: 3 clusters Score -1420963 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1421016.250000 Penalty: 3039.855469
	Iteration 28Q: 3 clusters Score -1421016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1421070.125000 Penalty: 3039.855469
	Iteration 29Q: 3 clusters Score -1421070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1421109.625000 Penalty: 3039.855469
	Iteration 30Q: 3 clusters Score -1421110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1421133.875000 Penalty: 3039.855469
	Iteration 31Q: 3 clusters Score -1421134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1421162.500000 Penalty: 3039.855469
	Iteration 32Q: 3 clusters Score -1421162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1421199.875000 Penalty: 3039.855469
	Iteration 33Q: 3 clusters Score -1421200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1421233.875000 Penalty: 3039.855469
	Iteration 34Q: 3 clusters Score -1421234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1421266.125000 Penalty: 3039.855469
	Iteration 35Q: 3 clusters Score -1421266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1421295.125000 Penalty: 3039.855469
	Iteration 36Q: 3 clusters Score -1421295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1421327.000000 Penalty: 3039.855469
	Iteration 37Q: 3 clusters Score -1421327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1421355.500000 Penalty: 3039.855469
	Iteration 38Q: 3 clusters Score -1421356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1421385.750000 Penalty: 3039.855469
	Iteration 39Q: 3 clusters Score -1421386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1421409.500000 Penalty: 3039.855469
	Iteration 40F: 3 clusters Score -1421410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1421436.250000 Penalty: 3039.855469
	Iteration 41Q: 3 clusters Score -1421436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1421455.000000 Penalty: 3039.855469
	Iteration 42Q: 3 clusters Score -1421455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1421484.500000 Penalty: 3039.855469
	Iteration 43Q: 3 clusters Score -1421484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1421510.500000 Penalty: 3039.855469
	Iteration 44Q: 3 clusters Score -1421510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1421538.375000 Penalty: 3039.855469
	Iteration 45Q: 3 clusters Score -1421538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1421559.875000 Penalty: 3039.855469
	Iteration 46Q: 3 clusters Score -1421560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1421585.000000 Penalty: 3039.855469
	Iteration 47Q: 3 clusters Score -1421585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1421603.000000 Penalty: 3039.855469
	Iteration 48Q: 3 clusters Score -1421603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1421611.625000 Penalty: 3039.855469
	Iteration 49Q: 3 clusters Score -1421612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1421627.750000 Penalty: 3039.855469
	Iteration 50Q: 3 clusters Score -1421628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1421645.875000 Penalty: 3039.855469
	Iteration 51Q: 3 clusters Score -1421646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1421662.125000 Penalty: 3039.855469
	Iteration 52Q: 3 clusters Score -1421662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1421679.625000 Penalty: 3039.855469
	Iteration 53Q: 3 clusters Score -1421680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1421693.750000 Penalty: 3039.855469
	Iteration 54Q: 3 clusters Score -1421694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1421707.125000 Penalty: 3039.855469
	Iteration 55Q: 3 clusters Score -1421707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1421717.125000 Penalty: 3039.855469
	Iteration 56Q: 3 clusters Score -1421717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1421726.750000 Penalty: 3039.855469
	Iteration 57Q: 3 clusters Score -1421727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1421739.875000 Penalty: 3039.855469
	Iteration 58Q: 3 clusters Score -1421740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1421753.375000 Penalty: 3039.855469
	Iteration 59Q: 3 clusters Score -1421753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1421763.250000 Penalty: 3039.855469
	Iteration 60F: 3 clusters Score -1421763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1421766.750000 Penalty: 3039.855469
	Iteration 61Q: 3 clusters Score -1421767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1421775.125000 Penalty: 3039.855469
	Iteration 62Q: 3 clusters Score -1421775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1421780.125000 Penalty: 3039.855469
	Iteration 63Q: 3 clusters Score -1421780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1421781.375000 Penalty: 3039.855469
	Iteration 64Q: 3 clusters Score -1421781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1421788.625000 Penalty: 3039.855469
	Iteration 65Q: 3 clusters Score -1421789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1421790.500000 Penalty: 3039.855469
	Iteration 66Q: 3 clusters Score -1421790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1421792.500000 Penalty: 3039.855469
	Iteration 67Q: 3 clusters Score -1421792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1421794.750000 Penalty: 3039.855469
	Iteration 68Q: 3 clusters Score -1421795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1421796.500000 Penalty: 3039.855469
	Iteration 69Q: 3 clusters Score -1421796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1421798.500000 Penalty: 3039.855469
	Iteration 70Q: 3 clusters Score -1421798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1421801.500000 Penalty: 3039.855469
	Iteration 71Q: 3 clusters Score -1421802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1421807.000000 Penalty: 3039.855469
	Iteration 72Q: 3 clusters Score -1421807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1421806.625000 Penalty: 3039.855469
	Iteration 73Q: 3 clusters Score -1421807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1421811.125000 Penalty: 3039.855469
	Iteration 74Q: 3 clusters Score -1421811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1421809.500000 Penalty: 3039.855469
	Iteration 75Q: 3 clusters Score -1421810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1421810.375000 Penalty: 3039.855469
	Iteration 76Q: 3 clusters Score -1421810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1421811.125000 Penalty: 3039.855469
	Iteration 77Q: 3 clusters Score -1421811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1421811.125000 Penalty: 3039.855469
	Iteration 78F: 3 clusters Score -1421811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -182718.437500 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -182718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -180909.781250 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -180909.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181326.546875 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -181326.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -181508.421875 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -181508.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -181640.281250 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -181640.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -181724.750000 Penalty: 2405.400146
	Iteration 4F: 3 clusters Score -181724.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -181772.093750 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -181772.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -181810.968750 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -181811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -181839.078125 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -181839.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -181865.734375 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -181865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -181874.828125 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -181874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -181878.750000 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -181878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -181881.484375 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -181881.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -181884.500000 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -181884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -181887.578125 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -181887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -181895.296875 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -181895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -181905.421875 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -181905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -181917.656250 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -181917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -181927.265625 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -181927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -181929.593750 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -181929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -181930.453125 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -181930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -181930.453125 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -181930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21677 members 
Mstep: Class 4 contains 137216 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21471 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 1728 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437102.000000 Penalty: 32274.470703
Iteration 119Q: 17 clusters Score -2.94371e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21681 members 
Mstep: Class 4 contains 137225 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21464 members 
Mstep: Class 10 contains 17133 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437144.000000 Penalty: 32274.470703
Iteration 120F: 17 clusters Score -2.943714e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21681 members 
Mstep: Class 4 contains 137235 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 7722 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 17125 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437132.000000 Penalty: 32274.470703
Iteration 121Q: 17 clusters Score -2.943713e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21684 members 
Mstep: Class 4 contains 137239 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 7725 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21457 members 
Mstep: Class 10 contains 17118 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437130.000000 Penalty: 32274.470703
Iteration 122Q: 17 clusters Score -2.943713e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21688 members 
Mstep: Class 4 contains 137239 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7728 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21456 members 
Mstep: Class 10 contains 17113 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 15 contains 8747 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11536 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437126.000000 Penalty: 32274.470703
Iteration 123Q: 17 clusters Score -2.943713e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21690 members 
Mstep: Class 4 contains 137238 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7729 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21455 members 
Mstep: Class 10 contains 17108 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 15 contains 8752 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437144.000000 Penalty: 32274.470703
Iteration 124Q: 17 clusters Score -2.943714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 137236 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7729 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8756 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 22 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437120.000000 Penalty: 32274.470703
Iteration 125Q: 17 clusters Score -2.943712e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 137233 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11539 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437136.000000 Penalty: 32274.470703
Iteration 126Q: 17 clusters Score -2.943714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21699 members 
Mstep: Class 4 contains 137228 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21453 members 
Mstep: Class 10 contains 17099 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8761 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437112.000000 Penalty: 32274.470703
Iteration 127Q: 17 clusters Score -2.943711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21702 members 
Mstep: Class 4 contains 137228 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 17095 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8769 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437094.000000 Penalty: 32274.470703
Iteration 128Q: 17 clusters Score -2.943709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21705 members 
Mstep: Class 4 contains 137233 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21453 members 
Mstep: Class 10 contains 17093 members 
Mstep: Class 11 contains 1667 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8773 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437114.000000 Penalty: 32274.470703
Iteration 129Q: 17 clusters Score -2.943711e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21706 members 
Mstep: Class 4 contains 137244 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21450 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 1661 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8773 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437144.000000 Penalty: 32274.470703
Iteration 130Q: 17 clusters Score -2.943714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 137246 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21452 members 
Mstep: Class 10 contains 17081 members 
Mstep: Class 11 contains 1660 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437152.000000 Penalty: 32274.470703
Iteration 131Q: 17 clusters Score -2.943715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 137246 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 17079 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437110.000000 Penalty: 32274.470703
Iteration 132Q: 17 clusters Score -2.943711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 137251 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21453 members 
Mstep: Class 10 contains 17074 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437156.000000 Penalty: 32274.470703
Iteration 133Q: 17 clusters Score -2.943716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21706 members 
Mstep: Class 4 contains 137258 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21451 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 1656 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437150.000000 Penalty: 32274.470703
Iteration 134Q: 17 clusters Score -2.943715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 137263 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21449 members 
Mstep: Class 10 contains 17066 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437148.000000 Penalty: 32274.470703
Iteration 135Q: 17 clusters Score -2.943715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 137266 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21446 members 
Mstep: Class 10 contains 17060 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437122.000000 Penalty: 32274.470703
Iteration 136Q: 17 clusters Score -2.943712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 137274 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21440 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8778 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437138.000000 Penalty: 32274.470703
Iteration 137Q: 17 clusters Score -2.943714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21709 members 
Mstep: Class 4 contains 137274 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 17050 members 
Mstep: Class 11 contains 1652 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437140.000000 Penalty: 32274.470703
Iteration 138Q: 17 clusters Score -2.943714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 137279 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21433 members 
Mstep: Class 10 contains 17051 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437130.000000 Penalty: 32274.470703
Iteration 139Q: 17 clusters Score -2.943713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21710 members 
Mstep: Class 4 contains 137283 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437128.000000 Penalty: 32274.470703
Iteration 140F: 17 clusters Score -2.943713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21712 members 
Mstep: Class 4 contains 137290 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 17045 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437134.000000 Penalty: 32274.470703
Iteration 141Q: 17 clusters Score -2.943713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21714 members 
Mstep: Class 4 contains 137299 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17042 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437126.000000 Penalty: 32274.470703
Iteration 142Q: 17 clusters Score -2.943713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 137303 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 17037 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437110.000000 Penalty: 32274.470703
Iteration 143Q: 17 clusters Score -2.943711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 137306 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 17034 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437136.000000 Penalty: 32274.470703
Iteration 144Q: 17 clusters Score -2.943714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21720 members 
Mstep: Class 4 contains 137306 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17032 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437158.000000 Penalty: 32274.470703
Iteration 145Q: 17 clusters Score -2.943716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21721 members 
Mstep: Class 4 contains 137319 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437140.000000 Penalty: 32274.470703
Iteration 146Q: 17 clusters Score -2.943714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 4 contains 137328 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 17012 members 
Mstep: Class 11 contains 1611 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437152.000000 Penalty: 32274.470703
Iteration 147Q: 17 clusters Score -2.943715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 4 contains 137338 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 7738 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 17004 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 6286 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437128.000000 Penalty: 32274.470703
Iteration 148Q: 17 clusters Score -2.943713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21725 members 
Mstep: Class 4 contains 137340 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 16997 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437128.000000 Penalty: 32274.470703
Iteration 149Q: 17 clusters Score -2.943713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21727 members 
Mstep: Class 4 contains 137341 members 
Mstep: Class 5 contains 6238 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 16992 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437148.000000 Penalty: 32274.470703
Iteration 150Q: 17 clusters Score -2.943715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21731 members 
Mstep: Class 4 contains 137339 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 16990 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437118.000000 Penalty: 32274.470703
Iteration 151Q: 17 clusters Score -2.943712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21732 members 
Mstep: Class 4 contains 137339 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 16986 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437120.000000 Penalty: 32274.470703
Iteration 152Q: 17 clusters Score -2.943712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21734 members 
Mstep: Class 4 contains 137344 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 16981 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437128.000000 Penalty: 32274.470703
Iteration 153Q: 17 clusters Score -2.943713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21735 members 
Mstep: Class 4 contains 137347 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 16977 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437118.000000 Penalty: 32274.470703
Iteration 154Q: 17 clusters Score -2.943712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21735 members 
Mstep: Class 4 contains 137347 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 16976 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437112.000000 Penalty: 32274.470703
Iteration 155Q: 17 clusters Score -2.943711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21737 members 
Mstep: Class 4 contains 137347 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 16976 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437096.000000 Penalty: 32274.470703
Iteration 156Q: 17 clusters Score -2.94371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21740 members 
Mstep: Class 4 contains 137346 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 7740 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 10 contains 16975 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437092.000000 Penalty: 32274.470703
Iteration 157Q: 17 clusters Score -2.943709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21744 members 
Mstep: Class 4 contains 137341 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 7740 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 16974 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437100.000000 Penalty: 32274.470703
Iteration 158Q: 17 clusters Score -2.94371e+07 nChanged 13
Entering ConstructFrom: 
Score: -29437100.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -17524.037109 Penalty: 771.051453
	Iteration 0F: 2 clusters Score -17524.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16934.949219 Penalty: 1542.102905
	Iteration 0F: 3 clusters Score -16934.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16940.185547 Penalty: 1542.102905
	Iteration 1Q: 3 clusters Score -16940.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16947.441406 Penalty: 1542.102905
	Iteration 2Q: 3 clusters Score -16947.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16956.738281 Penalty: 1542.102905
	Iteration 3Q: 3 clusters Score -16956.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16959.396484 Penalty: 1542.102905
	Iteration 4Q: 3 clusters Score -16959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16965.429688 Penalty: 1542.102905
	Iteration 5Q: 3 clusters Score -16965.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16980.861328 Penalty: 1542.102905
	Iteration 6Q: 3 clusters Score -16980.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17020.125000 Penalty: 1542.102905
	Iteration 7Q: 3 clusters Score -17020.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17039.382812 Penalty: 1542.102905
	Iteration 8Q: 3 clusters Score -17039.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -17112.724609 Penalty: 1542.102905
	Iteration 9Q: 3 clusters Score -17112.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17123.998047 Penalty: 1542.102905
	Iteration 10Q: 3 clusters Score -17124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17123.998047 Penalty: 1542.102905
	Iteration 11F: 3 clusters Score -17124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -42886.734375 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -42886.73 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 159 members 
Entering Unmasked Estep 
Score: -41978.554688 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -41978.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42037.277344 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -42037.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42066.609375 Penalty: 1854.810913
	Iteration 2Q: 3 clusters Score -42066.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42077.757812 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -42077.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42088.441406 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -42088.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42098.000000 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -42098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42106.503906 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -42106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42113.636719 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -42113.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42113.636719 Penalty: 1854.810913
	Iteration 8F: 3 clusters Score -42113.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -2626013.500000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -2626014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2611089.500000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -2611090 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2616657.750000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -2616658 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2617073.000000 Penalty: 3245.835205
	Iteration 2F: 3 clusters Score -2617073 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2617484.250000 Penalty: 3245.835205
	Iteration 3Q: 3 clusters Score -2617484 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2617977.000000 Penalty: 3245.835205
	Iteration 4Q: 3 clusters Score -2617977 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2618623.250000 Penalty: 3245.835205
	Iteration 5F: 3 clusters Score -2618623 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2619397.000000 Penalty: 3245.835205
	Iteration 6F: 3 clusters Score -2619397 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2620204.500000 Penalty: 3245.835205
	Iteration 7F: 3 clusters Score -2620204 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2620955.500000 Penalty: 3245.835205
	Iteration 8F: 3 clusters Score -2620956 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2621618.500000 Penalty: 3245.835205
	Iteration 9Q: 3 clusters Score -2621618 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2622188.250000 Penalty: 3245.835205
	Iteration 10Q: 3 clusters Score -2622188 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2622602.500000 Penalty: 3245.835205
	Iteration 11Q: 3 clusters Score -2622602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2622906.000000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -2622906 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2623134.750000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -2623135 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2623324.500000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -2623324 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2623453.750000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -2623454 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2623559.000000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -2623559 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2623674.500000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -2623674 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2623791.500000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -2623792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2623895.750000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -2623896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2624021.250000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -2624021 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2624155.500000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -2624156 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2624308.000000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -2624308 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2624471.750000 Penalty: 3245.835205
	Iteration 23Q: 3 clusters Score -2624472 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2624694.000000 Penalty: 3245.835205
	Iteration 24Q: 3 clusters Score -2624694 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2624914.250000 Penalty: 3245.835205
	Iteration 25Q: 3 clusters Score -2624914 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2625107.000000 Penalty: 3245.835205
	Iteration 26Q: 3 clusters Score -2625107 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2625264.500000 Penalty: 3245.835205
	Iteration 27Q: 3 clusters Score -2625264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2625365.750000 Penalty: 3245.835205
	Iteration 28Q: 3 clusters Score -2625366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2625437.500000 Penalty: 3245.835205
	Iteration 29Q: 3 clusters Score -2625438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2625487.750000 Penalty: 3245.835205
	Iteration 30Q: 3 clusters Score -2625488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2625529.750000 Penalty: 3245.835205
	Iteration 31Q: 3 clusters Score -2625530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2625561.000000 Penalty: 3245.835205
	Iteration 32Q: 3 clusters Score -2625561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2625591.500000 Penalty: 3245.835205
	Iteration 33Q: 3 clusters Score -2625592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2625615.250000 Penalty: 3245.835205
	Iteration 34Q: 3 clusters Score -2625615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2625636.000000 Penalty: 3245.835205
	Iteration 35Q: 3 clusters Score -2625636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2625649.000000 Penalty: 3245.835205
	Iteration 36Q: 3 clusters Score -2625649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2625657.500000 Penalty: 3245.835205
	Iteration 37Q: 3 clusters Score -2625658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2625667.000000 Penalty: 3245.835205
	Iteration 38Q: 3 clusters Score -2625667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2625676.750000 Penalty: 3245.835205
	Iteration 39Q: 3 clusters Score -2625677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2625686.500000 Penalty: 3245.835205
	Iteration 40F: 3 clusters Score -2625686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2625689.500000 Penalty: 3245.835205
	Iteration 41Q: 3 clusters Score -2625690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2625689.250000 Penalty: 3245.835205
	Iteration 42Q: 3 clusters Score -2625689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2625691.250000 Penalty: 3245.835205
	Iteration 43Q: 3 clusters Score -2625691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2625692.000000 Penalty: 3245.835205
	Iteration 44Q: 3 clusters Score -2625692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2625694.000000 Penalty: 3245.835205
	Iteration 45Q: 3 clusters Score -2625694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2625692.750000 Penalty: 3245.835205
	Iteration 46Q: 3 clusters Score -2625693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2625692.750000 Penalty: 3245.835205
	Iteration 47F: 3 clusters Score -2625693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (137341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Entering Unmasked Estep 
Score: -16611483.000000 Penalty: 1922.411133
	Iteration 0F: 2 clusters Score -1.661148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -16524716.000000 Penalty: 3844.822266
	Iteration 0F: 3 clusters Score -1.652472e+07 nChanged 65842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -16563395.000000 Penalty: 3844.822266
	Iteration 1F: 3 clusters Score -1.65634e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -16564732.000000 Penalty: 3844.822266
	Iteration 2Q: 3 clusters Score -1.656473e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -16566754.000000 Penalty: 3844.822266
	Iteration 3Q: 3 clusters Score -1.656675e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -16570037.000000 Penalty: 3844.822266
	Iteration 4F: 3 clusters Score -1.657004e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -16575655.000000 Penalty: 3844.822266
	Iteration 5F: 3 clusters Score -1.657566e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -16583180.000000 Penalty: 3844.822266
	Iteration 6F: 3 clusters Score -1.658318e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -16591056.000000 Penalty: 3844.822266
	Iteration 7F: 3 clusters Score -1.659106e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -16597465.000000 Penalty: 3844.822266
	Iteration 8F: 3 clusters Score -1.659746e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -16601423.000000 Penalty: 3844.822266
	Iteration 9Q: 3 clusters Score -1.660142e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -16603674.000000 Penalty: 3844.822266
	Iteration 10Q: 3 clusters Score -1.660367e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -16605145.000000 Penalty: 3844.822266
	Iteration 11Q: 3 clusters Score -1.660514e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128587 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -16606170.000000 Penalty: 3844.822266
	Iteration 12Q: 3 clusters Score -1.660617e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -16606976.000000 Penalty: 3844.822266
	Iteration 13Q: 3 clusters Score -1.660698e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131414 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -16607696.000000 Penalty: 3844.822266
	Iteration 14Q: 3 clusters Score -1.66077e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -16608309.000000 Penalty: 3844.822266
	Iteration 15Q: 3 clusters Score -1.660831e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -16608794.000000 Penalty: 3844.822266
	Iteration 16Q: 3 clusters Score -1.660879e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -16609185.000000 Penalty: 3844.822266
	Iteration 17Q: 3 clusters Score -1.660918e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -16609600.000000 Penalty: 3844.822266
	Iteration 18Q: 3 clusters Score -1.66096e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135015 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -16609880.000000 Penalty: 3844.822266
	Iteration 19Q: 3 clusters Score -1.660988e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135258 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -16610127.000000 Penalty: 3844.822266
	Iteration 20F: 3 clusters Score -1.661013e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -16610334.000000 Penalty: 3844.822266
	Iteration 21Q: 3 clusters Score -1.661033e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -16610486.000000 Penalty: 3844.822266
	Iteration 22Q: 3 clusters Score -1.661049e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16610692.000000 Penalty: 3844.822266
	Iteration 23Q: 3 clusters Score -1.661069e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135749 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16610822.000000 Penalty: 3844.822266
	Iteration 24Q: 3 clusters Score -1.661082e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16610906.000000 Penalty: 3844.822266
	Iteration 25Q: 3 clusters Score -1.661091e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16610945.000000 Penalty: 3844.822266
	Iteration 26Q: 3 clusters Score -1.661094e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -16611001.000000 Penalty: 3844.822266
	Iteration 27Q: 3 clusters Score -1.6611e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135810 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16611028.000000 Penalty: 3844.822266
	Iteration 28Q: 3 clusters Score -1.661103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16611046.000000 Penalty: 3844.822266
	Iteration 29Q: 3 clusters Score -1.661105e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135788 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16611065.000000 Penalty: 3844.822266
	Iteration 30Q: 3 clusters Score -1.661106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135788 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16611062.000000 Penalty: 3844.822266
	Iteration 31Q: 3 clusters Score -1.661106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135773 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16611070.000000 Penalty: 3844.822266
	Iteration 32Q: 3 clusters Score -1.661107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16611082.000000 Penalty: 3844.822266
	Iteration 33Q: 3 clusters Score -1.661108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -16611087.000000 Penalty: 3844.822266
	Iteration 34Q: 3 clusters Score -1.661109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16611116.000000 Penalty: 3844.822266
	Iteration 35Q: 3 clusters Score -1.661112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16611109.000000 Penalty: 3844.822266
	Iteration 36Q: 3 clusters Score -1.661111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16611100.000000 Penalty: 3844.822266
	Iteration 37Q: 3 clusters Score -1.66111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16611105.000000 Penalty: 3844.822266
	Iteration 38Q: 3 clusters Score -1.66111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16611101.000000 Penalty: 3844.822266
	Iteration 39Q: 3 clusters Score -1.66111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -16611106.000000 Penalty: 3844.822266
	Iteration 40F: 3 clusters Score -1.661111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16611120.000000 Penalty: 3844.822266
	Iteration 41Q: 3 clusters Score -1.661112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135746 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16611127.000000 Penalty: 3844.822266
	Iteration 42Q: 3 clusters Score -1.661113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135748 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -16611126.000000 Penalty: 3844.822266
	Iteration 43Q: 3 clusters Score -1.661113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135749 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16611113.000000 Penalty: 3844.822266
	Iteration 44Q: 3 clusters Score -1.661111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16611119.000000 Penalty: 3844.822266
	Iteration 45Q: 3 clusters Score -1.661112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16611119.000000 Penalty: 3844.822266
	Iteration 46F: 3 clusters Score -1.661112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -771288.312500 Penalty: 1420.096558
	Iteration 0F: 2 clusters Score -771288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -766530.312500 Penalty: 2840.193115
	Iteration 0F: 3 clusters Score -766530.3 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -767994.500000 Penalty: 2840.193115
	Iteration 1F: 3 clusters Score -767994.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -768191.875000 Penalty: 2840.193115
	Iteration 2F: 3 clusters Score -768191.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -768320.375000 Penalty: 2840.193115
	Iteration 3Q: 3 clusters Score -768320.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -768403.750000 Penalty: 2840.193115
	Iteration 4Q: 3 clusters Score -768403.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -768466.500000 Penalty: 2840.193115
	Iteration 5Q: 3 clusters Score -768466.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -768530.250000 Penalty: 2840.193115
	Iteration 6Q: 3 clusters Score -768530.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -768590.812500 Penalty: 2840.193115
	Iteration 7Q: 3 clusters Score -768590.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -768643.750000 Penalty: 2840.193115
	Iteration 8Q: 3 clusters Score -768643.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -768693.937500 Penalty: 2840.193115
	Iteration 9Q: 3 clusters Score -768693.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -768750.750000 Penalty: 2840.193115
	Iteration 10Q: 3 clusters Score -768750.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -768819.125000 Penalty: 2840.193115
	Iteration 11Q: 3 clusters Score -768819.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -768898.500000 Penalty: 2840.193115
	Iteration 12Q: 3 clusters Score -768898.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -768965.625000 Penalty: 2840.193115
	Iteration 13Q: 3 clusters Score -768965.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -769057.187500 Penalty: 2840.193115
	Iteration 14Q: 3 clusters Score -769057.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -769173.312500 Penalty: 2840.193115
	Iteration 15Q: 3 clusters Score -769173.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -769287.375000 Penalty: 2840.193115
	Iteration 16Q: 3 clusters Score -769287.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -769410.875000 Penalty: 2840.193115
	Iteration 17Q: 3 clusters Score -769410.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -769509.062500 Penalty: 2840.193115
	Iteration 18Q: 3 clusters Score -769509.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -769577.812500 Penalty: 2840.193115
	Iteration 19Q: 3 clusters Score -769577.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -769627.312500 Penalty: 2840.193115
	Iteration 20F: 3 clusters Score -769627.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -769676.062500 Penalty: 2840.193115
	Iteration 21Q: 3 clusters Score -769676.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -769726.312500 Penalty: 2840.193115
	Iteration 22Q: 3 clusters Score -769726.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -769797.062500 Penalty: 2840.193115
	Iteration 23Q: 3 clusters Score -769797.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -769880.187500 Penalty: 2840.193115
	Iteration 24Q: 3 clusters Score -769880.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -769946.562500 Penalty: 2840.193115
	Iteration 25Q: 3 clusters Score -769946.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -770013.625000 Penalty: 2840.193115
	Iteration 26Q: 3 clusters Score -770013.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -770070.250000 Penalty: 2840.193115
	Iteration 27Q: 3 clusters Score -770070.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -770133.125000 Penalty: 2840.193115
	Iteration 28Q: 3 clusters Score -770133.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -770194.312500 Penalty: 2840.193115
	Iteration 29Q: 3 clusters Score -770194.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -770242.125000 Penalty: 2840.193115
	Iteration 30Q: 3 clusters Score -770242.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -770286.562500 Penalty: 2840.193115
	Iteration 31Q: 3 clusters Score -770286.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -770322.750000 Penalty: 2840.193115
	Iteration 32Q: 3 clusters Score -770322.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -770367.812500 Penalty: 2840.193115
	Iteration 33Q: 3 clusters Score -770367.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -770409.375000 Penalty: 2840.193115
	Iteration 34Q: 3 clusters Score -770409.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -770458.437500 Penalty: 2840.193115
	Iteration 35Q: 3 clusters Score -770458.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -770509.500000 Penalty: 2840.193115
	Iteration 36Q: 3 clusters Score -770509.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -770576.000000 Penalty: 2840.193115
	Iteration 37Q: 3 clusters Score -770576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -770641.375000 Penalty: 2840.193115
	Iteration 38Q: 3 clusters Score -770641.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -770680.125000 Penalty: 2840.193115
	Iteration 39Q: 3 clusters Score -770680.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -770721.750000 Penalty: 2840.193115
	Iteration 40F: 3 clusters Score -770721.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -770752.562500 Penalty: 2840.193115
	Iteration 41Q: 3 clusters Score -770752.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -770769.062500 Penalty: 2840.193115
	Iteration 42Q: 3 clusters Score -770769.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -770779.000000 Penalty: 2840.193115
	Iteration 43Q: 3 clusters Score -770779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -770780.500000 Penalty: 2840.193115
	Iteration 44Q: 3 clusters Score -770780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -770783.375000 Penalty: 2840.193115
	Iteration 45Q: 3 clusters Score -770783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -770783.625000 Penalty: 2840.193115
	Iteration 46Q: 3 clusters Score -770783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -770782.625000 Penalty: 2840.193115
	Iteration 47Q: 3 clusters Score -770782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -770785.187500 Penalty: 2840.193115
	Iteration 48Q: 3 clusters Score -770785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -770786.375000 Penalty: 2840.193115
	Iteration 49Q: 3 clusters Score -770786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -770786.125000 Penalty: 2840.193115
	Iteration 50Q: 3 clusters Score -770786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -770786.125000 Penalty: 2840.193115
	Iteration 51F: 3 clusters Score -770786.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -964311.812500 Penalty: 1455.050537
	Iteration 0F: 2 clusters Score -964311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -958552.625000 Penalty: 2910.101074
	Iteration 0F: 3 clusters Score -958552.6 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -960291.062500 Penalty: 2910.101074
	Iteration 1F: 3 clusters Score -960291.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -960507.187500 Penalty: 2910.101074
	Iteration 2F: 3 clusters Score -960507.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -960673.250000 Penalty: 2910.101074
	Iteration 3Q: 3 clusters Score -960673.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -960821.937500 Penalty: 2910.101074
	Iteration 4Q: 3 clusters Score -960821.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -960957.812500 Penalty: 2910.101074
	Iteration 5Q: 3 clusters Score -960957.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -961081.875000 Penalty: 2910.101074
	Iteration 6Q: 3 clusters Score -961081.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -961232.500000 Penalty: 2910.101074
	Iteration 7Q: 3 clusters Score -961232.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -961391.500000 Penalty: 2910.101074
	Iteration 8Q: 3 clusters Score -961391.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -961565.250000 Penalty: 2910.101074
	Iteration 9Q: 3 clusters Score -961565.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -961782.062500 Penalty: 2910.101074
	Iteration 10Q: 3 clusters Score -961782.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -962023.500000 Penalty: 2910.101074
	Iteration 11Q: 3 clusters Score -962023.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -962261.687500 Penalty: 2910.101074
	Iteration 12Q: 3 clusters Score -962261.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -962458.500000 Penalty: 2910.101074
	Iteration 13Q: 3 clusters Score -962458.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -962620.625000 Penalty: 2910.101074
	Iteration 14Q: 3 clusters Score -962620.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -962742.187500 Penalty: 2910.101074
	Iteration 15Q: 3 clusters Score -962742.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -962828.875000 Penalty: 2910.101074
	Iteration 16Q: 3 clusters Score -962828.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -962884.250000 Penalty: 2910.101074
	Iteration 17Q: 3 clusters Score -962884.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -962920.687500 Penalty: 2910.101074
	Iteration 18Q: 3 clusters Score -962920.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -962942.562500 Penalty: 2910.101074
	Iteration 19Q: 3 clusters Score -962942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -962959.375000 Penalty: 2910.101074
	Iteration 20F: 3 clusters Score -962959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -962972.312500 Penalty: 2910.101074
	Iteration 21Q: 3 clusters Score -962972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -962981.937500 Penalty: 2910.101074
	Iteration 22Q: 3 clusters Score -962981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -962993.812500 Penalty: 2910.101074
	Iteration 23Q: 3 clusters Score -962993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -962999.687500 Penalty: 2910.101074
	Iteration 24Q: 3 clusters Score -962999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -963003.812500 Penalty: 2910.101074
	Iteration 25Q: 3 clusters Score -963003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -963009.750000 Penalty: 2910.101074
	Iteration 26Q: 3 clusters Score -963009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -963020.375000 Penalty: 2910.101074
	Iteration 27Q: 3 clusters Score -963020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -963027.437500 Penalty: 2910.101074
	Iteration 28Q: 3 clusters Score -963027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -963032.812500 Penalty: 2910.101074
	Iteration 29Q: 3 clusters Score -963032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -963035.062500 Penalty: 2910.101074
	Iteration 30Q: 3 clusters Score -963035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -963037.562500 Penalty: 2910.101074
	Iteration 31Q: 3 clusters Score -963037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -963042.500000 Penalty: 2910.101074
	Iteration 32Q: 3 clusters Score -963042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -963046.187500 Penalty: 2910.101074
	Iteration 33Q: 3 clusters Score -963046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -963048.937500 Penalty: 2910.101074
	Iteration 34Q: 3 clusters Score -963048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -963049.000000 Penalty: 2910.101074
	Iteration 35Q: 3 clusters Score -963049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -963051.500000 Penalty: 2910.101074
	Iteration 36Q: 3 clusters Score -963051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -963051.500000 Penalty: 2910.101074
	Iteration 37F: 3 clusters Score -963051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -158741.359375 Penalty: 1174.966553
	Iteration 0F: 2 clusters Score -158741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157087.968750 Penalty: 2349.933105
	Iteration 0F: 3 clusters Score -157088 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157385.750000 Penalty: 2349.933105
	Iteration 1F: 3 clusters Score -157385.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157446.203125 Penalty: 2349.933105
	Iteration 2F: 3 clusters Score -157446.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157478.859375 Penalty: 2349.933105
	Iteration 3Q: 3 clusters Score -157478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157498.953125 Penalty: 2349.933105
	Iteration 4Q: 3 clusters Score -157499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157510.484375 Penalty: 2349.933105
	Iteration 5Q: 3 clusters Score -157510.5 nChanged 9
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: -157516.375000 Penalty: 2349.933105
	Iteration 6Q: 3 clusters Score -157516.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157525.625000 Penalty: 2349.933105
	Iteration 7Q: 3 clusters Score -157525.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157536.156250 Penalty: 2349.933105
	Iteration 8Q: 3 clusters Score -157536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157546.015625 Penalty: 2349.933105
	Iteration 9Q: 3 clusters Score -157546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157560.125000 Penalty: 2349.933105
	Iteration 10Q: 3 clusters Score -157560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157569.921875 Penalty: 2349.933105
	Iteration 11Q: 3 clusters Score -157569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157578.140625 Penalty: 2349.933105
	Iteration 12Q: 3 clusters Score -157578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157587.687500 Penalty: 2349.933105
	Iteration 13Q: 3 clusters Score -157587.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157596.234375 Penalty: 2349.933105
	Iteration 14Q: 3 clusters Score -157596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157607.109375 Penalty: 2349.933105
	Iteration 15Q: 3 clusters Score -157607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157611.046875 Penalty: 2349.933105
	Iteration 16Q: 3 clusters Score -157611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157614.796875 Penalty: 2349.933105
	Iteration 17Q: 3 clusters Score -157614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157620.843750 Penalty: 2349.933105
	Iteration 18Q: 3 clusters Score -157620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157627.750000 Penalty: 2349.933105
	Iteration 19Q: 3 clusters Score -157627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157633.203125 Penalty: 2349.933105
	Iteration 20F: 3 clusters Score -157633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157637.781250 Penalty: 2349.933105
	Iteration 21Q: 3 clusters Score -157637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157639.937500 Penalty: 2349.933105
	Iteration 22Q: 3 clusters Score -157639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157640.765625 Penalty: 2349.933105
	Iteration 23Q: 3 clusters Score -157640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157641.937500 Penalty: 2349.933105
	Iteration 24Q: 3 clusters Score -157641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157642.265625 Penalty: 2349.933105
	Iteration 25Q: 3 clusters Score -157642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157643.906250 Penalty: 2349.933105
	Iteration 26Q: 3 clusters Score -157643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157645.406250 Penalty: 2349.933105
	Iteration 27Q: 3 clusters Score -157645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157646.640625 Penalty: 2349.933105
	Iteration 28Q: 3 clusters Score -157646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157647.593750 Penalty: 2349.933105
	Iteration 29Q: 3 clusters Score -157647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157649.781250 Penalty: 2349.933105
	Iteration 30Q: 3 clusters Score -157649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157657.203125 Penalty: 2349.933105
	Iteration 31Q: 3 clusters Score -157657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157658.968750 Penalty: 2349.933105
	Iteration 32Q: 3 clusters Score -157659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157658.968750 Penalty: 2349.933105
	Iteration 33F: 3 clusters Score -157659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Entering Unmasked Estep 
Score: -2689041.750000 Penalty: 1620.500977
	Iteration 0F: 2 clusters Score -2689042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2674807.250000 Penalty: 3241.001953
	Iteration 0F: 3 clusters Score -2674807 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2679994.500000 Penalty: 3241.001953
	Iteration 1F: 3 clusters Score -2679994 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2680310.000000 Penalty: 3241.001953
	Iteration 2Q: 3 clusters Score -2680310 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2680561.250000 Penalty: 3241.001953
	Iteration 3Q: 3 clusters Score -2680561 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2680778.000000 Penalty: 3241.001953
	Iteration 4Q: 3 clusters Score -2680778 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2681000.750000 Penalty: 3241.001953
	Iteration 5Q: 3 clusters Score -2681001 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2681232.750000 Penalty: 3241.001953
	Iteration 6Q: 3 clusters Score -2681233 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2681500.500000 Penalty: 3241.001953
	Iteration 7Q: 3 clusters Score -2681500 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2681806.000000 Penalty: 3241.001953
	Iteration 8Q: 3 clusters Score -2681806 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2682177.750000 Penalty: 3241.001953
	Iteration 9Q: 3 clusters Score -2682178 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2682687.750000 Penalty: 3241.001953
	Iteration 10Q: 3 clusters Score -2682688 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2683304.500000 Penalty: 3241.001953
	Iteration 11Q: 3 clusters Score -2683304 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2683861.000000 Penalty: 3241.001953
	Iteration 12Q: 3 clusters Score -2683861 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2684214.500000 Penalty: 3241.001953
	Iteration 13Q: 3 clusters Score -2684214 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2684374.000000 Penalty: 3241.001953
	Iteration 14Q: 3 clusters Score -2684374 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2684453.000000 Penalty: 3241.001953
	Iteration 15Q: 3 clusters Score -2684453 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2684514.250000 Penalty: 3241.001953
	Iteration 16Q: 3 clusters Score -2684514 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2684551.000000 Penalty: 3241.001953
	Iteration 17Q: 3 clusters Score -2684551 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2684584.250000 Penalty: 3241.001953
	Iteration 18Q: 3 clusters Score -2684584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2684622.000000 Penalty: 3241.001953
	Iteration 19Q: 3 clusters Score -2684622 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2684655.500000 Penalty: 3241.001953
	Iteration 20F: 3 clusters Score -2684656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2684677.500000 Penalty: 3241.001953
	Iteration 21Q: 3 clusters Score -2684678 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2684712.250000 Penalty: 3241.001953
	Iteration 22Q: 3 clusters Score -2684712 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2684732.000000 Penalty: 3241.001953
	Iteration 23Q: 3 clusters Score -2684732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2684756.500000 Penalty: 3241.001953
	Iteration 24Q: 3 clusters Score -2684756 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2684780.000000 Penalty: 3241.001953
	Iteration 25Q: 3 clusters Score -2684780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2684799.000000 Penalty: 3241.001953
	Iteration 26Q: 3 clusters Score -2684799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2684822.500000 Penalty: 3241.001953
	Iteration 27Q: 3 clusters Score -2684822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2684844.500000 Penalty: 3241.001953
	Iteration 28Q: 3 clusters Score -2684844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2684850.500000 Penalty: 3241.001953
	Iteration 29Q: 3 clusters Score -2684850 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2684876.000000 Penalty: 3241.001953
	Iteration 30Q: 3 clusters Score -2684876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2684900.500000 Penalty: 3241.001953
	Iteration 31Q: 3 clusters Score -2684900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2684916.500000 Penalty: 3241.001953
	Iteration 32Q: 3 clusters Score -2684916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2684936.750000 Penalty: 3241.001953
	Iteration 33Q: 3 clusters Score -2684937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2684957.500000 Penalty: 3241.001953
	Iteration 34Q: 3 clusters Score -2684958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2684978.500000 Penalty: 3241.001953
	Iteration 35Q: 3 clusters Score -2684978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2684998.000000 Penalty: 3241.001953
	Iteration 36Q: 3 clusters Score -2684998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2685015.750000 Penalty: 3241.001953
	Iteration 37Q: 3 clusters Score -2685016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2685029.000000 Penalty: 3241.001953
	Iteration 38Q: 3 clusters Score -2685029 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2685037.750000 Penalty: 3241.001953
	Iteration 39Q: 3 clusters Score -2685038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2685059.250000 Penalty: 3241.001953
	Iteration 40F: 3 clusters Score -2685059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2685086.500000 Penalty: 3241.001953
	Iteration 41Q: 3 clusters Score -2685086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2685112.750000 Penalty: 3241.001953
	Iteration 42Q: 3 clusters Score -2685113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2685120.250000 Penalty: 3241.001953
	Iteration 43Q: 3 clusters Score -2685120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2685151.250000 Penalty: 3241.001953
	Iteration 44Q: 3 clusters Score -2685151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2685170.000000 Penalty: 3241.001953
	Iteration 45Q: 3 clusters Score -2685170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2685187.250000 Penalty: 3241.001953
	Iteration 46Q: 3 clusters Score -2685187 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2685203.500000 Penalty: 3241.001953
	Iteration 47Q: 3 clusters Score -2685204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2685210.500000 Penalty: 3241.001953
	Iteration 48Q: 3 clusters Score -2685210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2685236.750000 Penalty: 3241.001953
	Iteration 49Q: 3 clusters Score -2685237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2685246.750000 Penalty: 3241.001953
	Iteration 50Q: 3 clusters Score -2685247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2685253.500000 Penalty: 3241.001953
	Iteration 51Q: 3 clusters Score -2685254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2685271.750000 Penalty: 3241.001953
	Iteration 52Q: 3 clusters Score -2685272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2685283.250000 Penalty: 3241.001953
	Iteration 53Q: 3 clusters Score -2685283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2685275.500000 Penalty: 3241.001953
	Iteration 54Q: 3 clusters Score -2685276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2685283.000000 Penalty: 3241.001953
	Iteration 55Q: 3 clusters Score -2685283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2685296.250000 Penalty: 3241.001953
	Iteration 56Q: 3 clusters Score -2685296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2685312.750000 Penalty: 3241.001953
	Iteration 57Q: 3 clusters Score -2685313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2685308.750000 Penalty: 3241.001953
	Iteration 58Q: 3 clusters Score -2685309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2685322.750000 Penalty: 3241.001953
	Iteration 59Q: 3 clusters Score -2685323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2685320.250000 Penalty: 3241.001953
	Iteration 60F: 3 clusters Score -2685320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2685330.000000 Penalty: 3241.001953
	Iteration 61Q: 3 clusters Score -2685330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2685332.250000 Penalty: 3241.001953
	Iteration 62Q: 3 clusters Score -2685332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2685331.500000 Penalty: 3241.001953
	Iteration 63Q: 3 clusters Score -2685332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2685337.750000 Penalty: 3241.001953
	Iteration 64Q: 3 clusters Score -2685338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2685341.750000 Penalty: 3241.001953
	Iteration 65Q: 3 clusters Score -2685342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2685346.250000 Penalty: 3241.001953
	Iteration 66Q: 3 clusters Score -2685346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2685354.250000 Penalty: 3241.001953
	Iteration 67Q: 3 clusters Score -2685354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2685352.250000 Penalty: 3241.001953
	Iteration 68Q: 3 clusters Score -2685352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2685347.750000 Penalty: 3241.001953
	Iteration 69Q: 3 clusters Score -2685348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2685349.750000 Penalty: 3241.001953
	Iteration 70Q: 3 clusters Score -2685350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2685350.750000 Penalty: 3241.001953
	Iteration 71Q: 3 clusters Score -2685351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2685359.000000 Penalty: 3241.001953
	Iteration 72Q: 3 clusters Score -2685359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2685352.750000 Penalty: 3241.001953
	Iteration 73Q: 3 clusters Score -2685353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2685349.250000 Penalty: 3241.001953
	Iteration 74Q: 3 clusters Score -2685349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2685355.500000 Penalty: 3241.001953
	Iteration 75Q: 3 clusters Score -2685356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2685356.000000 Penalty: 3241.001953
	Iteration 76Q: 3 clusters Score -2685356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2685366.250000 Penalty: 3241.001953
	Iteration 77Q: 3 clusters Score -2685366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2685364.750000 Penalty: 3241.001953
	Iteration 78Q: 3 clusters Score -2685365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2685369.750000 Penalty: 3241.001953
	Iteration 79Q: 3 clusters Score -2685370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2685363.750000 Penalty: 3241.001953
	Iteration 80F: 3 clusters Score -2685364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2685370.250000 Penalty: 3241.001953
	Iteration 81Q: 3 clusters Score -2685370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2685372.500000 Penalty: 3241.001953
	Iteration 82Q: 3 clusters Score -2685372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2685376.750000 Penalty: 3241.001953
	Iteration 83Q: 3 clusters Score -2685377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2685377.750000 Penalty: 3241.001953
	Iteration 84Q: 3 clusters Score -2685378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2685375.500000 Penalty: 3241.001953
	Iteration 85Q: 3 clusters Score -2685376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2685378.750000 Penalty: 3241.001953
	Iteration 86Q: 3 clusters Score -2685379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2685383.750000 Penalty: 3241.001953
	Iteration 87Q: 3 clusters Score -2685384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2685381.500000 Penalty: 3241.001953
	Iteration 88Q: 3 clusters Score -2685382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2685387.500000 Penalty: 3241.001953
	Iteration 89Q: 3 clusters Score -2685388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2685387.000000 Penalty: 3241.001953
	Iteration 90Q: 3 clusters Score -2685387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2685392.750000 Penalty: 3241.001953
	Iteration 91Q: 3 clusters Score -2685393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2685389.750000 Penalty: 3241.001953
	Iteration 92Q: 3 clusters Score -2685390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2685388.500000 Penalty: 3241.001953
	Iteration 93Q: 3 clusters Score -2685388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2685397.750000 Penalty: 3241.001953
	Iteration 94Q: 3 clusters Score -2685398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2685395.500000 Penalty: 3241.001953
	Iteration 95Q: 3 clusters Score -2685396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2685405.250000 Penalty: 3241.001953
	Iteration 96Q: 3 clusters Score -2685405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2685400.000000 Penalty: 3241.001953
	Iteration 97Q: 3 clusters Score -2685400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2685398.500000 Penalty: 3241.001953
	Iteration 98Q: 3 clusters Score -2685398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2685396.750000 Penalty: 3241.001953
	Iteration 99Q: 3 clusters Score -2685397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2685400.250000 Penalty: 3241.001953
	Iteration 100F: 3 clusters Score -2685400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2685406.750000 Penalty: 3241.001953
	Iteration 101Q: 3 clusters Score -2685407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2685401.250000 Penalty: 3241.001953
	Iteration 102Q: 3 clusters Score -2685401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2685423.500000 Penalty: 3241.001953
	Iteration 103Q: 3 clusters Score -2685424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2685440.000000 Penalty: 3241.001953
	Iteration 104Q: 3 clusters Score -2685440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2685445.000000 Penalty: 3241.001953
	Iteration 105Q: 3 clusters Score -2685445 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2685468.250000 Penalty: 3241.001953
	Iteration 106Q: 3 clusters Score -2685468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2685487.500000 Penalty: 3241.001953
	Iteration 107Q: 3 clusters Score -2685488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2685496.750000 Penalty: 3241.001953
	Iteration 108Q: 3 clusters Score -2685497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2685513.250000 Penalty: 3241.001953
	Iteration 109Q: 3 clusters Score -2685513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2685518.000000 Penalty: 3241.001953
	Iteration 110Q: 3 clusters Score -2685518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2685515.750000 Penalty: 3241.001953
	Iteration 111Q: 3 clusters Score -2685516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2685523.750000 Penalty: 3241.001953
	Iteration 112Q: 3 clusters Score -2685524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2685536.750000 Penalty: 3241.001953
	Iteration 113Q: 3 clusters Score -2685537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2685566.750000 Penalty: 3241.001953
	Iteration 114Q: 3 clusters Score -2685567 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2685586.000000 Penalty: 3241.001953
	Iteration 115Q: 3 clusters Score -2685586 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2685622.750000 Penalty: 3241.001953
	Iteration 116Q: 3 clusters Score -2685623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2685666.250000 Penalty: 3241.001953
	Iteration 117Q: 3 clusters Score -2685666 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2685715.000000 Penalty: 3241.001953
	Iteration 118Q: 3 clusters Score -2685715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2685789.750000 Penalty: 3241.001953
	Iteration 119Q: 3 clusters Score -2685790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2685845.250000 Penalty: 3241.001953
	Iteration 120F: 3 clusters Score -2685845 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2685918.250000 Penalty: 3241.001953
	Iteration 121Q: 3 clusters Score -2685918 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2685995.000000 Penalty: 3241.001953
	Iteration 122Q: 3 clusters Score -2685995 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2686073.000000 Penalty: 3241.001953
	Iteration 123Q: 3 clusters Score -2686073 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2686189.000000 Penalty: 3241.001953
	Iteration 124Q: 3 clusters Score -2686189 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2686332.000000 Penalty: 3241.001953
	Iteration 125Q: 3 clusters Score -2686332 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2686449.500000 Penalty: 3241.001953
	Iteration 126Q: 3 clusters Score -2686450 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2686565.000000 Penalty: 3241.001953
	Iteration 127Q: 3 clusters Score -2686565 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2686677.000000 Penalty: 3241.001953
	Iteration 128Q: 3 clusters Score -2686677 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2686796.750000 Penalty: 3241.001953
	Iteration 129Q: 3 clusters Score -2686797 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2686879.000000 Penalty: 3241.001953
	Iteration 130Q: 3 clusters Score -2686879 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2686994.250000 Penalty: 3241.001953
	Iteration 131Q: 3 clusters Score -2686994 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2687087.250000 Penalty: 3241.001953
	Iteration 132Q: 3 clusters Score -2687087 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2687173.500000 Penalty: 3241.001953
	Iteration 133Q: 3 clusters Score -2687174 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2687262.000000 Penalty: 3241.001953
	Iteration 134Q: 3 clusters Score -2687262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2687329.250000 Penalty: 3241.001953
	Iteration 135Q: 3 clusters Score -2687329 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2687420.250000 Penalty: 3241.001953
	Iteration 136Q: 3 clusters Score -2687420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2687497.250000 Penalty: 3241.001953
	Iteration 137Q: 3 clusters Score -2687497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2687553.250000 Penalty: 3241.001953
	Iteration 138Q: 3 clusters Score -2687553 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2687605.750000 Penalty: 3241.001953
	Iteration 139Q: 3 clusters Score -2687606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2687651.000000 Penalty: 3241.001953
	Iteration 140F: 3 clusters Score -2687651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2687681.250000 Penalty: 3241.001953
	Iteration 141Q: 3 clusters Score -2687681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2687702.750000 Penalty: 3241.001953
	Iteration 142Q: 3 clusters Score -2687703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2687710.000000 Penalty: 3241.001953
	Iteration 143Q: 3 clusters Score -2687710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2687716.750000 Penalty: 3241.001953
	Iteration 144Q: 3 clusters Score -2687717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2687720.750000 Penalty: 3241.001953
	Iteration 145Q: 3 clusters Score -2687721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2687718.000000 Penalty: 3241.001953
	Iteration 146Q: 3 clusters Score -2687718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2687728.500000 Penalty: 3241.001953
	Iteration 147Q: 3 clusters Score -2687728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2687733.750000 Penalty: 3241.001953
	Iteration 148Q: 3 clusters Score -2687734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2687739.000000 Penalty: 3241.001953
	Iteration 149Q: 3 clusters Score -2687739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2687740.500000 Penalty: 3241.001953
	Iteration 150Q: 3 clusters Score -2687740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2687735.000000 Penalty: 3241.001953
	Iteration 151Q: 3 clusters Score -2687735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2687743.000000 Penalty: 3241.001953
	Iteration 152Q: 3 clusters Score -2687743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2687751.750000 Penalty: 3241.001953
	Iteration 153Q: 3 clusters Score -2687752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2687757.750000 Penalty: 3241.001953
	Iteration 154Q: 3 clusters Score -2687758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2687763.500000 Penalty: 3241.001953
	Iteration 155Q: 3 clusters Score -2687764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2687763.750000 Penalty: 3241.001953
	Iteration 156Q: 3 clusters Score -2687764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2687767.250000 Penalty: 3241.001953
	Iteration 157Q: 3 clusters Score -2687767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2687768.250000 Penalty: 3241.001953
	Iteration 158Q: 3 clusters Score -2687768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2687770.750000 Penalty: 3241.001953
	Iteration 159Q: 3 clusters Score -2687771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2687775.750000 Penalty: 3241.001953
	Iteration 160F: 3 clusters Score -2687776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2687772.750000 Penalty: 3241.001953
	Iteration 161Q: 3 clusters Score -2687773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2687772.250000 Penalty: 3241.001953
	Iteration 162Q: 3 clusters Score -2687772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2687773.500000 Penalty: 3241.001953
	Iteration 163Q: 3 clusters Score -2687774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2687774.500000 Penalty: 3241.001953
	Iteration 164Q: 3 clusters Score -2687774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2687774.500000 Penalty: 3241.001953
	Iteration 165F: 3 clusters Score -2687774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -1977222.000000 Penalty: 1582.620361
	Iteration 0F: 2 clusters Score -1977222 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 8522 members 
Entering Unmasked Estep 
Score: -1965629.750000 Penalty: 3165.240723
	Iteration 0F: 3 clusters Score -1965630 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1969714.500000 Penalty: 3165.240723
	Iteration 1F: 3 clusters Score -1969714 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1970034.000000 Penalty: 3165.240723
	Iteration 2F: 3 clusters Score -1970034 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1970342.750000 Penalty: 3165.240723
	Iteration 3Q: 3 clusters Score -1970343 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1970683.625000 Penalty: 3165.240723
	Iteration 4Q: 3 clusters Score -1970684 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1971053.750000 Penalty: 3165.240723
	Iteration 5Q: 3 clusters Score -1971054 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1971540.000000 Penalty: 3165.240723
	Iteration 6Q: 3 clusters Score -1971540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1972178.375000 Penalty: 3165.240723
	Iteration 7F: 3 clusters Score -1972178 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1972951.375000 Penalty: 3165.240723
	Iteration 8F: 3 clusters Score -1972951 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1973842.375000 Penalty: 3165.240723
	Iteration 9F: 3 clusters Score -1973842 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1974715.375000 Penalty: 3165.240723
	Iteration 10Q: 3 clusters Score -1974715 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1975388.125000 Penalty: 3165.240723
	Iteration 11Q: 3 clusters Score -1975388 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1975841.500000 Penalty: 3165.240723
	Iteration 12Q: 3 clusters Score -1975842 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1976132.250000 Penalty: 3165.240723
	Iteration 13Q: 3 clusters Score -1976132 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1976285.875000 Penalty: 3165.240723
	Iteration 14Q: 3 clusters Score -1976286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1976376.125000 Penalty: 3165.240723
	Iteration 15Q: 3 clusters Score -1976376 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1976421.875000 Penalty: 3165.240723
	Iteration 16Q: 3 clusters Score -1976422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1976450.875000 Penalty: 3165.240723
	Iteration 17Q: 3 clusters Score -1976451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1976463.875000 Penalty: 3165.240723
	Iteration 18Q: 3 clusters Score -1976464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1976469.250000 Penalty: 3165.240723
	Iteration 19Q: 3 clusters Score -1976469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1976478.375000 Penalty: 3165.240723
	Iteration 20F: 3 clusters Score -1976478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1976479.750000 Penalty: 3165.240723
	Iteration 21Q: 3 clusters Score -1976480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1976486.250000 Penalty: 3165.240723
	Iteration 22Q: 3 clusters Score -1976486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1976490.125000 Penalty: 3165.240723
	Iteration 23Q: 3 clusters Score -1976490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1976494.750000 Penalty: 3165.240723
	Iteration 24Q: 3 clusters Score -1976495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1976497.125000 Penalty: 3165.240723
	Iteration 25Q: 3 clusters Score -1976497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1976499.375000 Penalty: 3165.240723
	Iteration 26Q: 3 clusters Score -1976499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1976502.500000 Penalty: 3165.240723
	Iteration 27Q: 3 clusters Score -1976502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1976502.625000 Penalty: 3165.240723
	Iteration 28Q: 3 clusters Score -1976503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1976501.875000 Penalty: 3165.240723
	Iteration 29Q: 3 clusters Score -1976502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1976501.875000 Penalty: 3165.240723
	Iteration 30F: 3 clusters Score -1976502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -197581.281250 Penalty: 1199.190186
	Iteration 0F: 2 clusters Score -197581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195743.453125 Penalty: 2398.380371
	Iteration 0F: 3 clusters Score -195743.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196084.406250 Penalty: 2398.380371
	Iteration 1F: 3 clusters Score -196084.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196175.484375 Penalty: 2398.380371
	Iteration 2F: 3 clusters Score -196175.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -196231.937500 Penalty: 2398.380371
	Iteration 3Q: 3 clusters Score -196231.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196261.203125 Penalty: 2398.380371
	Iteration 4Q: 3 clusters Score -196261.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196279.984375 Penalty: 2398.380371
	Iteration 5Q: 3 clusters Score -196280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -196291.421875 Penalty: 2398.380371
	Iteration 6Q: 3 clusters Score -196291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196300.515625 Penalty: 2398.380371
	Iteration 7Q: 3 clusters Score -196300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196305.234375 Penalty: 2398.380371
	Iteration 8Q: 3 clusters Score -196305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196311.578125 Penalty: 2398.380371
	Iteration 9Q: 3 clusters Score -196311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196314.859375 Penalty: 2398.380371
	Iteration 10Q: 3 clusters Score -196314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196319.343750 Penalty: 2398.380371
	Iteration 11Q: 3 clusters Score -196319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196321.953125 Penalty: 2398.380371
	Iteration 12Q: 3 clusters Score -196322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -196326.437500 Penalty: 2398.380371
	Iteration 13Q: 3 clusters Score -196326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196329.015625 Penalty: 2398.380371
	Iteration 14Q: 3 clusters Score -196329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196330.968750 Penalty: 2398.380371
	Iteration 15Q: 3 clusters Score -196331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196333.187500 Penalty: 2398.380371
	Iteration 16Q: 3 clusters Score -196333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196334.453125 Penalty: 2398.380371
	Iteration 17Q: 3 clusters Score -196334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196335.312500 Penalty: 2398.380371
	Iteration 18Q: 3 clusters Score -196335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196335.593750 Penalty: 2398.380371
	Iteration 19Q: 3 clusters Score -196335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196336.515625 Penalty: 2398.380371
	Iteration 20F: 3 clusters Score -196336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196338.937500 Penalty: 2398.380371
	Iteration 21Q: 3 clusters Score -196338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196341.609375 Penalty: 2398.380371
	Iteration 22Q: 3 clusters Score -196341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196342.328125 Penalty: 2398.380371
	Iteration 23Q: 3 clusters Score -196342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196343.078125 Penalty: 2398.380371
	Iteration 24Q: 3 clusters Score -196343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196343.078125 Penalty: 2398.380371
	Iteration 25F: 3 clusters Score -196343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -294741.468750 Penalty: 1269.971191
	Iteration 0F: 2 clusters Score -294741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -292324.031250 Penalty: 2539.942383
	Iteration 0F: 3 clusters Score -292324 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -292862.218750 Penalty: 2539.942383
	Iteration 1F: 3 clusters Score -292862.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -292959.718750 Penalty: 2539.942383
	Iteration 2F: 3 clusters Score -292959.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -293021.125000 Penalty: 2539.942383
	Iteration 3Q: 3 clusters Score -293021.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -293073.531250 Penalty: 2539.942383
	Iteration 4Q: 3 clusters Score -293073.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -293117.250000 Penalty: 2539.942383
	Iteration 5Q: 3 clusters Score -293117.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -293151.687500 Penalty: 2539.942383
	Iteration 6Q: 3 clusters Score -293151.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -293177.875000 Penalty: 2539.942383
	Iteration 7Q: 3 clusters Score -293177.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -293201.156250 Penalty: 2539.942383
	Iteration 8Q: 3 clusters Score -293201.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -293230.562500 Penalty: 2539.942383
	Iteration 9Q: 3 clusters Score -293230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -293253.343750 Penalty: 2539.942383
	Iteration 10Q: 3 clusters Score -293253.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -293272.125000 Penalty: 2539.942383
	Iteration 11Q: 3 clusters Score -293272.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -293286.906250 Penalty: 2539.942383
	Iteration 12Q: 3 clusters Score -293286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -293296.281250 Penalty: 2539.942383
	Iteration 13Q: 3 clusters Score -293296.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -293305.750000 Penalty: 2539.942383
	Iteration 14Q: 3 clusters Score -293305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -293313.062500 Penalty: 2539.942383
	Iteration 15Q: 3 clusters Score -293313.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -293322.093750 Penalty: 2539.942383
	Iteration 16Q: 3 clusters Score -293322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -293331.218750 Penalty: 2539.942383
	Iteration 17Q: 3 clusters Score -293331.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -293344.093750 Penalty: 2539.942383
	Iteration 18Q: 3 clusters Score -293344.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293358.250000 Penalty: 2539.942383
	Iteration 19Q: 3 clusters Score -293358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -293375.906250 Penalty: 2539.942383
	Iteration 20F: 3 clusters Score -293375.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -293398.250000 Penalty: 2539.942383
	Iteration 21Q: 3 clusters Score -293398.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293416.968750 Penalty: 2539.942383
	Iteration 22Q: 3 clusters Score -293417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -293429.968750 Penalty: 2539.942383
	Iteration 23Q: 3 clusters Score -293430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -293440.312500 Penalty: 2539.942383
	Iteration 24Q: 3 clusters Score -293440.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -293453.500000 Penalty: 2539.942383
	Iteration 25Q: 3 clusters Score -293453.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -293468.531250 Penalty: 2539.942383
	Iteration 26Q: 3 clusters Score -293468.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -293483.218750 Penalty: 2539.942383
	Iteration 27Q: 3 clusters Score -293483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -293493.500000 Penalty: 2539.942383
	Iteration 28Q: 3 clusters Score -293493.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -293503.250000 Penalty: 2539.942383
	Iteration 29Q: 3 clusters Score -293503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -293512.250000 Penalty: 2539.942383
	Iteration 30Q: 3 clusters Score -293512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -293519.187500 Penalty: 2539.942383
	Iteration 31Q: 3 clusters Score -293519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -293527.187500 Penalty: 2539.942383
	Iteration 32Q: 3 clusters Score -293527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -293535.500000 Penalty: 2539.942383
	Iteration 33Q: 3 clusters Score -293535.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -293545.312500 Penalty: 2539.942383
	Iteration 34Q: 3 clusters Score -293545.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -293555.500000 Penalty: 2539.942383
	Iteration 35Q: 3 clusters Score -293555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -293562.593750 Penalty: 2539.942383
	Iteration 36Q: 3 clusters Score -293562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -293572.906250 Penalty: 2539.942383
	Iteration 37Q: 3 clusters Score -293572.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -293585.343750 Penalty: 2539.942383
	Iteration 38Q: 3 clusters Score -293585.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -293596.937500 Penalty: 2539.942383
	Iteration 39Q: 3 clusters Score -293596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -293605.468750 Penalty: 2539.942383
	Iteration 40F: 3 clusters Score -293605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -293611.093750 Penalty: 2539.942383
	Iteration 41Q: 3 clusters Score -293611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -293615.500000 Penalty: 2539.942383
	Iteration 42Q: 3 clusters Score -293615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -293620.062500 Penalty: 2539.942383
	Iteration 43Q: 3 clusters Score -293620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -293624.656250 Penalty: 2539.942383
	Iteration 44Q: 3 clusters Score -293624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -293627.281250 Penalty: 2539.942383
	Iteration 45Q: 3 clusters Score -293627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -293629.656250 Penalty: 2539.942383
	Iteration 46Q: 3 clusters Score -293629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -293630.812500 Penalty: 2539.942383
	Iteration 47Q: 3 clusters Score -293630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -293632.625000 Penalty: 2539.942383
	Iteration 48Q: 3 clusters Score -293632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -293636.875000 Penalty: 2539.942383
	Iteration 49Q: 3 clusters Score -293636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -293642.468750 Penalty: 2539.942383
	Iteration 50Q: 3 clusters Score -293642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -293643.281250 Penalty: 2539.942383
	Iteration 51Q: 3 clusters Score -293643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -293643.281250 Penalty: 2539.942383
	Iteration 52F: 3 clusters Score -293643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -1079648.250000 Penalty: 1475.574707
	Iteration 0F: 2 clusters Score -1079648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1073246.500000 Penalty: 2951.149414
	Iteration 0F: 3 clusters Score -1073246 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1075217.250000 Penalty: 2951.149414
	Iteration 1F: 3 clusters Score -1075217 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1075403.875000 Penalty: 2951.149414
	Iteration 2F: 3 clusters Score -1075404 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1075540.000000 Penalty: 2951.149414
	Iteration 3Q: 3 clusters Score -1075540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1075662.250000 Penalty: 2951.149414
	Iteration 4Q: 3 clusters Score -1075662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1075769.750000 Penalty: 2951.149414
	Iteration 5Q: 3 clusters Score -1075770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1075874.750000 Penalty: 2951.149414
	Iteration 6Q: 3 clusters Score -1075875 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1075972.875000 Penalty: 2951.149414
	Iteration 7Q: 3 clusters Score -1075973 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1076071.250000 Penalty: 2951.149414
	Iteration 8Q: 3 clusters Score -1076071 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1076194.000000 Penalty: 2951.149414
	Iteration 9Q: 3 clusters Score -1076194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1076330.875000 Penalty: 2951.149414
	Iteration 10Q: 3 clusters Score -1076331 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1076525.875000 Penalty: 2951.149414
	Iteration 11Q: 3 clusters Score -1076526 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1076758.750000 Penalty: 2951.149414
	Iteration 12Q: 3 clusters Score -1076759 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1077021.625000 Penalty: 2951.149414
	Iteration 13Q: 3 clusters Score -1077022 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1077324.125000 Penalty: 2951.149414
	Iteration 14Q: 3 clusters Score -1077324 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1077627.125000 Penalty: 2951.149414
	Iteration 15Q: 3 clusters Score -1077627 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1077848.250000 Penalty: 2951.149414
	Iteration 16Q: 3 clusters Score -1077848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1077999.000000 Penalty: 2951.149414
	Iteration 17Q: 3 clusters Score -1077999 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1078128.875000 Penalty: 2951.149414
	Iteration 18Q: 3 clusters Score -1078129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1078204.500000 Penalty: 2951.149414
	Iteration 19Q: 3 clusters Score -1078204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1078241.875000 Penalty: 2951.149414
	Iteration 20F: 3 clusters Score -1078242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1078266.375000 Penalty: 2951.149414
	Iteration 21Q: 3 clusters Score -1078266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1078286.000000 Penalty: 2951.149414
	Iteration 22Q: 3 clusters Score -1078286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1078301.750000 Penalty: 2951.149414
	Iteration 23Q: 3 clusters Score -1078302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1078312.500000 Penalty: 2951.149414
	Iteration 24Q: 3 clusters Score -1078312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1078320.750000 Penalty: 2951.149414
	Iteration 25Q: 3 clusters Score -1078321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1078327.750000 Penalty: 2951.149414
	Iteration 26Q: 3 clusters Score -1078328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1078333.000000 Penalty: 2951.149414
	Iteration 27Q: 3 clusters Score -1078333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1078336.625000 Penalty: 2951.149414
	Iteration 28Q: 3 clusters Score -1078337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1078338.750000 Penalty: 2951.149414
	Iteration 29Q: 3 clusters Score -1078339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1078342.375000 Penalty: 2951.149414
	Iteration 30Q: 3 clusters Score -1078342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1078343.000000 Penalty: 2951.149414
	Iteration 31Q: 3 clusters Score -1078343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1078345.875000 Penalty: 2951.149414
	Iteration 32Q: 3 clusters Score -1078346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1078351.750000 Penalty: 2951.149414
	Iteration 33Q: 3 clusters Score -1078352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1078355.750000 Penalty: 2951.149414
	Iteration 34Q: 3 clusters Score -1078356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1078360.500000 Penalty: 2951.149414
	Iteration 35Q: 3 clusters Score -1078360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1078361.125000 Penalty: 2951.149414
	Iteration 36Q: 3 clusters Score -1078361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1078365.125000 Penalty: 2951.149414
	Iteration 37Q: 3 clusters Score -1078365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1078367.250000 Penalty: 2951.149414
	Iteration 38Q: 3 clusters Score -1078367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1078367.250000 Penalty: 2951.149414
	Iteration 39F: 3 clusters Score -1078367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -776462.625000 Penalty: 1421.573730
	Iteration 0F: 2 clusters Score -776462.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -771627.187500 Penalty: 2843.147461
	Iteration 0F: 3 clusters Score -771627.2 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -773048.187500 Penalty: 2843.147461
	Iteration 1F: 3 clusters Score -773048.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -773225.625000 Penalty: 2843.147461
	Iteration 2F: 3 clusters Score -773225.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -773374.250000 Penalty: 2843.147461
	Iteration 3Q: 3 clusters Score -773374.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -773538.500000 Penalty: 2843.147461
	Iteration 4Q: 3 clusters Score -773538.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -773738.312500 Penalty: 2843.147461
	Iteration 5F: 3 clusters Score -773738.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -773967.687500 Penalty: 2843.147461
	Iteration 6F: 3 clusters Score -773967.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -774194.125000 Penalty: 2843.147461
	Iteration 7F: 3 clusters Score -774194.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -774424.375000 Penalty: 2843.147461
	Iteration 8F: 3 clusters Score -774424.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -774627.875000 Penalty: 2843.147461
	Iteration 9Q: 3 clusters Score -774627.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -774791.250000 Penalty: 2843.147461
	Iteration 10Q: 3 clusters Score -774791.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -774892.062500 Penalty: 2843.147461
	Iteration 11Q: 3 clusters Score -774892.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -774964.687500 Penalty: 2843.147461
	Iteration 12Q: 3 clusters Score -774964.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -775004.187500 Penalty: 2843.147461
	Iteration 13Q: 3 clusters Score -775004.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -775026.062500 Penalty: 2843.147461
	Iteration 14Q: 3 clusters Score -775026.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -775045.375000 Penalty: 2843.147461
	Iteration 15Q: 3 clusters Score -775045.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -775065.312500 Penalty: 2843.147461
	Iteration 16Q: 3 clusters Score -775065.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -775080.562500 Penalty: 2843.147461
	Iteration 17Q: 3 clusters Score -775080.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -775093.687500 Penalty: 2843.147461
	Iteration 18Q: 3 clusters Score -775093.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -775101.375000 Penalty: 2843.147461
	Iteration 19Q: 3 clusters Score -775101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -775117.187500 Penalty: 2843.147461
	Iteration 20F: 3 clusters Score -775117.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -775128.375000 Penalty: 2843.147461
	Iteration 21Q: 3 clusters Score -775128.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -775141.687500 Penalty: 2843.147461
	Iteration 22Q: 3 clusters Score -775141.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -775148.312500 Penalty: 2843.147461
	Iteration 23Q: 3 clusters Score -775148.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -775154.937500 Penalty: 2843.147461
	Iteration 24Q: 3 clusters Score -775154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -775160.437500 Penalty: 2843.147461
	Iteration 25Q: 3 clusters Score -775160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -775164.500000 Penalty: 2843.147461
	Iteration 26Q: 3 clusters Score -775164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -775166.812500 Penalty: 2843.147461
	Iteration 27Q: 3 clusters Score -775166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -775168.000000 Penalty: 2843.147461
	Iteration 28Q: 3 clusters Score -775168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -775169.500000 Penalty: 2843.147461
	Iteration 29Q: 3 clusters Score -775169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -775172.937500 Penalty: 2843.147461
	Iteration 30Q: 3 clusters Score -775172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -775174.125000 Penalty: 2843.147461
	Iteration 31Q: 3 clusters Score -775174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -775176.062500 Penalty: 2843.147461
	Iteration 32Q: 3 clusters Score -775176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -775177.375000 Penalty: 2843.147461
	Iteration 33Q: 3 clusters Score -775177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -775177.875000 Penalty: 2843.147461
	Iteration 34Q: 3 clusters Score -775177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -775178.937500 Penalty: 2843.147461
	Iteration 35Q: 3 clusters Score -775178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -775178.250000 Penalty: 2843.147461
	Iteration 36Q: 3 clusters Score -775178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -775177.812500 Penalty: 2843.147461
	Iteration 37Q: 3 clusters Score -775177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -775180.062500 Penalty: 2843.147461
	Iteration 38Q: 3 clusters Score -775180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -775179.500000 Penalty: 2843.147461
	Iteration 39Q: 3 clusters Score -775179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -775179.500000 Penalty: 2843.147461
	Iteration 40F: 3 clusters Score -775179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -43223.273438 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -43223.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42271.726562 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -42271.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42422.648438 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -42422.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42456.609375 Penalty: 1967.692871
	Iteration 2Q: 3 clusters Score -42456.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42464.742188 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -42464.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42478.371094 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -42478.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42501.554688 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -42501.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42514.187500 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -42514.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42522.132812 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -42522.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42527.847656 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -42527.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42529.562500 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -42529.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42534.308594 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -42534.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42537.039062 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -42537.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42540.300781 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -42540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42541.523438 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -42541.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42544.960938 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -42544.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42554.609375 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -42554.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42556.261719 Penalty: 1967.692871
	Iteration 16Q: 3 clusters Score -42556.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42557.078125 Penalty: 1967.692871
	Iteration 17Q: 3 clusters Score -42557.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42558.972656 Penalty: 1967.692871
	Iteration 18Q: 3 clusters Score -42558.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42560.757812 Penalty: 1967.692871
	Iteration 19Q: 3 clusters Score -42560.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42561.640625 Penalty: 1967.692871
	Iteration 20F: 3 clusters Score -42561.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Entering Unmasked Estep 
Score: -1423600.750000 Penalty: 1519.984131
	Iteration 0F: 2 clusters Score -1423601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1415404.375000 Penalty: 3039.968262
	Iteration 0F: 3 clusters Score -1415404 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1418117.375000 Penalty: 3039.968262
	Iteration 1F: 3 clusters Score -1418117 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1418442.375000 Penalty: 3039.968262
	Iteration 2F: 3 clusters Score -1418442 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1418733.000000 Penalty: 3039.968262
	Iteration 3F: 3 clusters Score -1418733 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1419031.000000 Penalty: 3039.968262
	Iteration 4Q: 3 clusters Score -1419031 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1419350.750000 Penalty: 3039.968262
	Iteration 5F: 3 clusters Score -1419351 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1419705.500000 Penalty: 3039.968262
	Iteration 6F: 3 clusters Score -1419706 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1420120.500000 Penalty: 3039.968262
	Iteration 7F: 3 clusters Score -1420120 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1420513.125000 Penalty: 3039.968262
	Iteration 8Q: 3 clusters Score -1420513 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1420871.500000 Penalty: 3039.968262
	Iteration 9Q: 3 clusters Score -1420872 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1421139.875000 Penalty: 3039.968262
	Iteration 10Q: 3 clusters Score -1421140 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1421324.250000 Penalty: 3039.968262
	Iteration 11Q: 3 clusters Score -1421324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1421443.000000 Penalty: 3039.968262
	Iteration 12Q: 3 clusters Score -1421443 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1421540.125000 Penalty: 3039.968262
	Iteration 13Q: 3 clusters Score -1421540 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1421629.125000 Penalty: 3039.968262
	Iteration 14Q: 3 clusters Score -1421629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1421698.750000 Penalty: 3039.968262
	Iteration 15Q: 3 clusters Score -1421699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1421757.250000 Penalty: 3039.968262
	Iteration 16Q: 3 clusters Score -1421757 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1421820.125000 Penalty: 3039.968262
	Iteration 17Q: 3 clusters Score -1421820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1421870.375000 Penalty: 3039.968262
	Iteration 18Q: 3 clusters Score -1421870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1421922.500000 Penalty: 3039.968262
	Iteration 19Q: 3 clusters Score -1421922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1421994.250000 Penalty: 3039.968262
	Iteration 20F: 3 clusters Score -1421994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1422059.250000 Penalty: 3039.968262
	Iteration 21Q: 3 clusters Score -1422059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1422101.500000 Penalty: 3039.968262
	Iteration 22Q: 3 clusters Score -1422102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1422128.625000 Penalty: 3039.968262
	Iteration 23Q: 3 clusters Score -1422129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1422160.875000 Penalty: 3039.968262
	Iteration 24Q: 3 clusters Score -1422161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1422176.125000 Penalty: 3039.968262
	Iteration 25Q: 3 clusters Score -1422176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1422204.125000 Penalty: 3039.968262
	Iteration 26Q: 3 clusters Score -1422204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1422221.375000 Penalty: 3039.968262
	Iteration 27Q: 3 clusters Score -1422221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1422245.750000 Penalty: 3039.968262
	Iteration 28Q: 3 clusters Score -1422246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1422263.500000 Penalty: 3039.968262
	Iteration 29Q: 3 clusters Score -1422264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1422280.375000 Penalty: 3039.968262
	Iteration 30Q: 3 clusters Score -1422280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1422295.500000 Penalty: 3039.968262
	Iteration 31Q: 3 clusters Score -1422296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1422308.000000 Penalty: 3039.968262
	Iteration 32Q: 3 clusters Score -1422308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1422318.750000 Penalty: 3039.968262
	Iteration 33Q: 3 clusters Score -1422319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1422326.250000 Penalty: 3039.968262
	Iteration 34Q: 3 clusters Score -1422326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1422330.750000 Penalty: 3039.968262
	Iteration 35Q: 3 clusters Score -1422331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1422334.375000 Penalty: 3039.968262
	Iteration 36Q: 3 clusters Score -1422334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1422340.625000 Penalty: 3039.968262
	Iteration 37Q: 3 clusters Score -1422341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1422346.000000 Penalty: 3039.968262
	Iteration 38Q: 3 clusters Score -1422346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1422351.625000 Penalty: 3039.968262
	Iteration 39Q: 3 clusters Score -1422352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1422358.125000 Penalty: 3039.968262
	Iteration 40F: 3 clusters Score -1422358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1422364.375000 Penalty: 3039.968262
	Iteration 41Q: 3 clusters Score -1422364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1422370.750000 Penalty: 3039.968262
	Iteration 42Q: 3 clusters Score -1422371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1422371.750000 Penalty: 3039.968262
	Iteration 43Q: 3 clusters Score -1422372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1422375.000000 Penalty: 3039.968262
	Iteration 44Q: 3 clusters Score -1422375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1422375.000000 Penalty: 3039.968262
	Iteration 45F: 3 clusters Score -1422375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -182606.218750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -182606.2 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 817 members 
Entering Unmasked Estep 
Score: -180748.468750 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -180748.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181141.343750 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -181141.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -181268.625000 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -181268.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -181344.468750 Penalty: 2405.201660
	Iteration 3F: 3 clusters Score -181344.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181404.984375 Penalty: 2405.201660
	Iteration 4Q: 3 clusters Score -181405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181446.921875 Penalty: 2405.201660
	Iteration 5Q: 3 clusters Score -181446.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181472.828125 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -181472.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181494.531250 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -181494.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -181513.906250 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -181513.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -181543.687500 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -181543.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181587.796875 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -181587.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181627.890625 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -181627.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -181673.625000 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -181673.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181727.500000 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -181727.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181775.406250 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -181775.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181829.734375 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -181829.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -181869.625000 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -181869.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181913.890625 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -181913.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181947.421875 Penalty: 2405.201660
	Iteration 18Q: 3 clusters Score -181947.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -181969.328125 Penalty: 2405.201660
	Iteration 19Q: 3 clusters Score -181969.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -181985.218750 Penalty: 2405.201660
	Iteration 20F: 3 clusters Score -181985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181995.234375 Penalty: 2405.201660
	Iteration 21Q: 3 clusters Score -181995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182005.015625 Penalty: 2405.201660
	Iteration 22Q: 3 clusters Score -182005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182008.171875 Penalty: 2405.201660
	Iteration 23Q: 3 clusters Score -182008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182009.515625 Penalty: 2405.201660
	Iteration 24Q: 3 clusters Score -182009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182009.515625 Penalty: 2405.201660
	Iteration 25F: 3 clusters Score -182009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21746 members 
Mstep: Class 4 contains 137341 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7740 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21425 members 
Mstep: Class 10 contains 16970 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11542 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437102.000000 Penalty: 32274.470703
Iteration 159Q: 17 clusters Score -2.94371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 137340 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7740 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11544 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437112.000000 Penalty: 32274.470703
Iteration 160F: 17 clusters Score -2.943711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21745 members 
Mstep: Class 4 contains 137338 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 16967 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11546 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437116.000000 Penalty: 32274.470703
Iteration 161Q: 17 clusters Score -2.943712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21744 members 
Mstep: Class 4 contains 137335 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11548 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437120.000000 Penalty: 32274.470703
Iteration 162Q: 17 clusters Score -2.943712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21743 members 
Mstep: Class 4 contains 137333 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21434 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437106.000000 Penalty: 32274.470703
Iteration 163Q: 17 clusters Score -2.943711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21744 members 
Mstep: Class 4 contains 137331 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437114.000000 Penalty: 32274.470703
Iteration 164Q: 17 clusters Score -2.943711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 137326 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21439 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437134.000000 Penalty: 32274.470703
Iteration 165Q: 17 clusters Score -2.943713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21748 members 
Mstep: Class 4 contains 137324 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21442 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2470 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11550 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437126.000000 Penalty: 32274.470703
Iteration 166Q: 17 clusters Score -2.943713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21750 members 
Mstep: Class 4 contains 137321 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21444 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11551 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437138.000000 Penalty: 32274.470703
Iteration 167Q: 17 clusters Score -2.943714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21750 members 
Mstep: Class 4 contains 137320 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11553 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437126.000000 Penalty: 32274.470703
Iteration 168Q: 17 clusters Score -2.943713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21750 members 
Mstep: Class 4 contains 137322 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437128.000000 Penalty: 32274.470703
Iteration 169Q: 17 clusters Score -2.943713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21751 members 
Mstep: Class 4 contains 137321 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437124.000000 Penalty: 32274.470703
Iteration 170Q: 17 clusters Score -2.943712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21751 members 
Mstep: Class 4 contains 137321 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437116.000000 Penalty: 32274.470703
Iteration 171Q: 17 clusters Score -2.943712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21754 members 
Mstep: Class 4 contains 137318 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437120.000000 Penalty: 32274.470703
Iteration 172Q: 17 clusters Score -2.943712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21756 members 
Mstep: Class 4 contains 137317 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437112.000000 Penalty: 32274.470703
Iteration 173Q: 17 clusters Score -2.943711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 137315 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437114.000000 Penalty: 32274.470703
Iteration 174Q: 17 clusters Score -2.943711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 21758 members 
Mstep: Class 4 contains 137315 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 7741 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 16968 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 21 contains 11552 members 
Mstep: Class 22 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437114.000000 Penalty: 32274.470703
Iteration 175F: 17 clusters Score -2.943711e+07 nChanged 0
Entering ConstructFrom: 
Score: -29437114.000000 Penalty: 32274.470703
Entering ConstructFrom: 
Trying to split cluster 1 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -17524.037109 Penalty: 771.051453
	Iteration 0F: 2 clusters Score -17524.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16898.394531 Penalty: 1542.102905
	Iteration 0F: 3 clusters Score -16898.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16909.738281 Penalty: 1542.102905
	Iteration 1Q: 3 clusters Score -16909.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16911.703125 Penalty: 1542.102905
	Iteration 2Q: 3 clusters Score -16911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16913.423828 Penalty: 1542.102905
	Iteration 3Q: 3 clusters Score -16913.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16913.423828 Penalty: 1542.102905
	Iteration 4F: 3 clusters Score -16913.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -42886.734375 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -42886.73 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 145 members 
Entering Unmasked Estep 
Score: -41984.816406 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -41984.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42107.941406 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -42107.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42150.628906 Penalty: 1854.810913
	Iteration 2Q: 3 clusters Score -42150.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42157.960938 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -42157.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42157.960938 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -42157.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Entering Unmasked Estep 
Score: -2627428.000000 Penalty: 1623.007202
	Iteration 0F: 2 clusters Score -2627428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2612699.750000 Penalty: 3246.014404
	Iteration 0F: 3 clusters Score -2612700 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2618065.000000 Penalty: 3246.014404
	Iteration 1F: 3 clusters Score -2618065 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2618457.250000 Penalty: 3246.014404
	Iteration 2F: 3 clusters Score -2618457 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2618804.750000 Penalty: 3246.014404
	Iteration 3Q: 3 clusters Score -2618805 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2619177.250000 Penalty: 3246.014404
	Iteration 4Q: 3 clusters Score -2619177 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2619698.250000 Penalty: 3246.014404
	Iteration 5Q: 3 clusters Score -2619698 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2620437.250000 Penalty: 3246.014404
	Iteration 6F: 3 clusters Score -2620437 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2621477.000000 Penalty: 3246.014404
	Iteration 7F: 3 clusters Score -2621477 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2622730.500000 Penalty: 3246.014404
	Iteration 8F: 3 clusters Score -2622730 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2623900.750000 Penalty: 3246.014404
	Iteration 9F: 3 clusters Score -2623901 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2624819.750000 Penalty: 3246.014404
	Iteration 10Q: 3 clusters Score -2624820 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2625416.500000 Penalty: 3246.014404
	Iteration 11Q: 3 clusters Score -2625416 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2625795.500000 Penalty: 3246.014404
	Iteration 12Q: 3 clusters Score -2625796 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2626023.500000 Penalty: 3246.014404
	Iteration 13Q: 3 clusters Score -2626024 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2626190.250000 Penalty: 3246.014404
	Iteration 14Q: 3 clusters Score -2626190 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2626272.750000 Penalty: 3246.014404
	Iteration 15Q: 3 clusters Score -2626273 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2626323.500000 Penalty: 3246.014404
	Iteration 16Q: 3 clusters Score -2626324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2626350.000000 Penalty: 3246.014404
	Iteration 17Q: 3 clusters Score -2626350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2626372.500000 Penalty: 3246.014404
	Iteration 18Q: 3 clusters Score -2626372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2626382.000000 Penalty: 3246.014404
	Iteration 19Q: 3 clusters Score -2626382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2626394.250000 Penalty: 3246.014404
	Iteration 20F: 3 clusters Score -2626394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2626403.250000 Penalty: 3246.014404
	Iteration 21Q: 3 clusters Score -2626403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2626417.250000 Penalty: 3246.014404
	Iteration 22Q: 3 clusters Score -2626417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2626429.000000 Penalty: 3246.014404
	Iteration 23Q: 3 clusters Score -2626429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2626435.750000 Penalty: 3246.014404
	Iteration 24Q: 3 clusters Score -2626436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2626443.750000 Penalty: 3246.014404
	Iteration 25Q: 3 clusters Score -2626444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2626444.750000 Penalty: 3246.014404
	Iteration 26Q: 3 clusters Score -2626445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2626453.000000 Penalty: 3246.014404
	Iteration 27Q: 3 clusters Score -2626453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2626455.000000 Penalty: 3246.014404
	Iteration 28Q: 3 clusters Score -2626455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2626458.500000 Penalty: 3246.014404
	Iteration 29Q: 3 clusters Score -2626458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2626465.000000 Penalty: 3246.014404
	Iteration 30Q: 3 clusters Score -2626465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2626461.500000 Penalty: 3246.014404
	Iteration 31Q: 3 clusters Score -2626462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2626464.500000 Penalty: 3246.014404
	Iteration 32Q: 3 clusters Score -2626464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2626468.500000 Penalty: 3246.014404
	Iteration 33Q: 3 clusters Score -2626468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2626465.000000 Penalty: 3246.014404
	Iteration 34Q: 3 clusters Score -2626465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2626468.500000 Penalty: 3246.014404
	Iteration 35Q: 3 clusters Score -2626468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2626470.750000 Penalty: 3246.014404
	Iteration 36Q: 3 clusters Score -2626471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2626469.250000 Penalty: 3246.014404
	Iteration 37Q: 3 clusters Score -2626469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2626467.750000 Penalty: 3246.014404
	Iteration 38Q: 3 clusters Score -2626468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2626469.500000 Penalty: 3246.014404
	Iteration 39Q: 3 clusters Score -2626470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2626470.500000 Penalty: 3246.014404
	Iteration 40F: 3 clusters Score -2626470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2626472.250000 Penalty: 3246.014404
	Iteration 41Q: 3 clusters Score -2626472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2626470.750000 Penalty: 3246.014404
	Iteration 42Q: 3 clusters Score -2626471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2626475.000000 Penalty: 3246.014404
	Iteration 43Q: 3 clusters Score -2626475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2626476.500000 Penalty: 3246.014404
	Iteration 44Q: 3 clusters Score -2626476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2626484.750000 Penalty: 3246.014404
	Iteration 45Q: 3 clusters Score -2626485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2626479.250000 Penalty: 3246.014404
	Iteration 46Q: 3 clusters Score -2626479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2626481.000000 Penalty: 3246.014404
	Iteration 47Q: 3 clusters Score -2626481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2626486.250000 Penalty: 3246.014404
	Iteration 48Q: 3 clusters Score -2626486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2626483.750000 Penalty: 3246.014404
	Iteration 49Q: 3 clusters Score -2626484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2626485.750000 Penalty: 3246.014404
	Iteration 50Q: 3 clusters Score -2626486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2626485.250000 Penalty: 3246.014404
	Iteration 51Q: 3 clusters Score -2626485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2626487.750000 Penalty: 3246.014404
	Iteration 52Q: 3 clusters Score -2626488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2626487.000000 Penalty: 3246.014404
	Iteration 53Q: 3 clusters Score -2626487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2626487.500000 Penalty: 3246.014404
	Iteration 54Q: 3 clusters Score -2626488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2626487.500000 Penalty: 3246.014404
	Iteration 55F: 3 clusters Score -2626488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (137315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Entering Unmasked Estep 
Score: -16608374.000000 Penalty: 1922.380371
	Iteration 0F: 2 clusters Score -1.660837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -16521266.000000 Penalty: 3844.760742
	Iteration 0F: 3 clusters Score -1.652127e+07 nChanged 66140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -16559929.000000 Penalty: 3844.760742
	Iteration 1F: 3 clusters Score -1.655993e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -16560960.000000 Penalty: 3844.760742
	Iteration 2Q: 3 clusters Score -1.656096e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -16562622.000000 Penalty: 3844.760742
	Iteration 3Q: 3 clusters Score -1.656262e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -16565093.000000 Penalty: 3844.760742
	Iteration 4Q: 3 clusters Score -1.656509e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -16569278.000000 Penalty: 3844.760742
	Iteration 5F: 3 clusters Score -1.656928e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -16575998.000000 Penalty: 3844.760742
	Iteration 6F: 3 clusters Score -1.6576e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -16584095.000000 Penalty: 3844.760742
	Iteration 7F: 3 clusters Score -1.65841e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -16592154.000000 Penalty: 3844.760742
	Iteration 8F: 3 clusters Score -1.659215e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -16597866.000000 Penalty: 3844.760742
	Iteration 9F: 3 clusters Score -1.659787e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -16601485.000000 Penalty: 3844.760742
	Iteration 10Q: 3 clusters Score -1.660148e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -16603605.000000 Penalty: 3844.760742
	Iteration 11Q: 3 clusters Score -1.66036e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -16604784.000000 Penalty: 3844.760742
	Iteration 12Q: 3 clusters Score -1.660478e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -16605494.000000 Penalty: 3844.760742
	Iteration 13Q: 3 clusters Score -1.660549e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 135220 members 
Entering Unmasked Estep 
Score: -16605971.000000 Penalty: 3844.760742
	Iteration 14Q: 3 clusters Score -1.660597e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 135706 members 
Entering Unmasked Estep 
Score: -16606266.000000 Penalty: 3844.760742
	Iteration 15Q: 3 clusters Score -1.660627e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -16606489.000000 Penalty: 3844.760742
	Iteration 16Q: 3 clusters Score -1.660649e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -16606621.000000 Penalty: 3844.760742
	Iteration 17Q: 3 clusters Score -1.660662e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 136398 members 
Entering Unmasked Estep 
Score: -16606644.000000 Penalty: 3844.760742
	Iteration 18Q: 3 clusters Score -1.660664e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -16606663.000000 Penalty: 3844.760742
	Iteration 19Q: 3 clusters Score -1.660666e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -16606715.000000 Penalty: 3844.760742
	Iteration 20F: 3 clusters Score -1.660672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -16606754.000000 Penalty: 3844.760742
	Iteration 21Q: 3 clusters Score -1.660675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -16606753.000000 Penalty: 3844.760742
	Iteration 22Q: 3 clusters Score -1.660675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -16606768.000000 Penalty: 3844.760742
	Iteration 23Q: 3 clusters Score -1.660677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 136689 members 
Entering Unmasked Estep 
Score: -16606792.000000 Penalty: 3844.760742
	Iteration 24Q: 3 clusters Score -1.660679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 136711 members 
Entering Unmasked Estep 
Score: -16606802.000000 Penalty: 3844.760742
	Iteration 25Q: 3 clusters Score -1.66068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 136721 members 
Entering Unmasked Estep 
Score: -16606825.000000 Penalty: 3844.760742
	Iteration 26Q: 3 clusters Score -1.660682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -16606828.000000 Penalty: 3844.760742
	Iteration 27Q: 3 clusters Score -1.660683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -16606824.000000 Penalty: 3844.760742
	Iteration 28Q: 3 clusters Score -1.660682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -16606832.000000 Penalty: 3844.760742
	Iteration 29Q: 3 clusters Score -1.660683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 136742 members 
Entering Unmasked Estep 
Score: -16606828.000000 Penalty: 3844.760742
	Iteration 30Q: 3 clusters Score -1.660683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -16606819.000000 Penalty: 3844.760742
	Iteration 31Q: 3 clusters Score -1.660682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -16606825.000000 Penalty: 3844.760742
	Iteration 32Q: 3 clusters Score -1.660682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -16606821.000000 Penalty: 3844.760742
	Iteration 33Q: 3 clusters Score -1.660682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -16606824.000000 Penalty: 3844.760742
	Iteration 34Q: 3 clusters Score -1.660682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -16606814.000000 Penalty: 3844.760742
	Iteration 35Q: 3 clusters Score -1.660681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 136767 members 
Entering Unmasked Estep 
Score: -16606811.000000 Penalty: 3844.760742
	Iteration 36Q: 3 clusters Score -1.660681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 136767 members 
Entering Unmasked Estep 
Score: -16606811.000000 Penalty: 3844.760742
	Iteration 37F: 3 clusters Score -1.660681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -771288.312500 Penalty: 1420.096558
	Iteration 0F: 2 clusters Score -771288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -766466.250000 Penalty: 2840.193115
	Iteration 0F: 3 clusters Score -766466.2 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -767852.562500 Penalty: 2840.193115
	Iteration 1F: 3 clusters Score -767852.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -768013.125000 Penalty: 2840.193115
	Iteration 2F: 3 clusters Score -768013.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -768141.312500 Penalty: 2840.193115
	Iteration 3Q: 3 clusters Score -768141.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -768237.750000 Penalty: 2840.193115
	Iteration 4Q: 3 clusters Score -768237.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -768317.687500 Penalty: 2840.193115
	Iteration 5Q: 3 clusters Score -768317.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -768388.000000 Penalty: 2840.193115
	Iteration 6Q: 3 clusters Score -768388 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -768452.500000 Penalty: 2840.193115
	Iteration 7Q: 3 clusters Score -768452.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -768519.312500 Penalty: 2840.193115
	Iteration 8Q: 3 clusters Score -768519.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -768586.375000 Penalty: 2840.193115
	Iteration 9Q: 3 clusters Score -768586.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -768653.812500 Penalty: 2840.193115
	Iteration 10Q: 3 clusters Score -768653.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -768726.250000 Penalty: 2840.193115
	Iteration 11Q: 3 clusters Score -768726.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -768807.062500 Penalty: 2840.193115
	Iteration 12Q: 3 clusters Score -768807.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -768883.312500 Penalty: 2840.193115
	Iteration 13Q: 3 clusters Score -768883.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -768957.750000 Penalty: 2840.193115
	Iteration 14Q: 3 clusters Score -768957.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -769033.250000 Penalty: 2840.193115
	Iteration 15Q: 3 clusters Score -769033.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -769119.125000 Penalty: 2840.193115
	Iteration 16Q: 3 clusters Score -769119.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -769224.375000 Penalty: 2840.193115
	Iteration 17Q: 3 clusters Score -769224.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -769329.125000 Penalty: 2840.193115
	Iteration 18Q: 3 clusters Score -769329.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -769433.937500 Penalty: 2840.193115
	Iteration 19Q: 3 clusters Score -769433.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -769511.187500 Penalty: 2840.193115
	Iteration 20F: 3 clusters Score -769511.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -769561.437500 Penalty: 2840.193115
	Iteration 21Q: 3 clusters Score -769561.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -769595.625000 Penalty: 2840.193115
	Iteration 22Q: 3 clusters Score -769595.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -769623.062500 Penalty: 2840.193115
	Iteration 23Q: 3 clusters Score -769623.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -769645.812500 Penalty: 2840.193115
	Iteration 24Q: 3 clusters Score -769645.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -769672.062500 Penalty: 2840.193115
	Iteration 25Q: 3 clusters Score -769672.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -769697.625000 Penalty: 2840.193115
	Iteration 26Q: 3 clusters Score -769697.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -769729.125000 Penalty: 2840.193115
	Iteration 27Q: 3 clusters Score -769729.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -769758.500000 Penalty: 2840.193115
	Iteration 28Q: 3 clusters Score -769758.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -769777.375000 Penalty: 2840.193115
	Iteration 29Q: 3 clusters Score -769777.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -769792.312500 Penalty: 2840.193115
	Iteration 30Q: 3 clusters Score -769792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -769800.812500 Penalty: 2840.193115
	Iteration 31Q: 3 clusters Score -769800.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -769809.750000 Penalty: 2840.193115
	Iteration 32Q: 3 clusters Score -769809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -769818.750000 Penalty: 2840.193115
	Iteration 33Q: 3 clusters Score -769818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -769827.750000 Penalty: 2840.193115
	Iteration 34Q: 3 clusters Score -769827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -769832.187500 Penalty: 2840.193115
	Iteration 35Q: 3 clusters Score -769832.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -769844.250000 Penalty: 2840.193115
	Iteration 36Q: 3 clusters Score -769844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -769850.250000 Penalty: 2840.193115
	Iteration 37Q: 3 clusters Score -769850.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -769855.250000 Penalty: 2840.193115
	Iteration 38Q: 3 clusters Score -769855.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -769865.062500 Penalty: 2840.193115
	Iteration 39Q: 3 clusters Score -769865.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -769879.187500 Penalty: 2840.193115
	Iteration 40F: 3 clusters Score -769879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -769897.312500 Penalty: 2840.193115
	Iteration 41Q: 3 clusters Score -769897.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -769912.187500 Penalty: 2840.193115
	Iteration 42Q: 3 clusters Score -769912.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -769923.875000 Penalty: 2840.193115
	Iteration 43Q: 3 clusters Score -769923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -769936.375000 Penalty: 2840.193115
	Iteration 44Q: 3 clusters Score -769936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -769953.187500 Penalty: 2840.193115
	Iteration 45Q: 3 clusters Score -769953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -769961.437500 Penalty: 2840.193115
	Iteration 46Q: 3 clusters Score -769961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -769970.437500 Penalty: 2840.193115
	Iteration 47Q: 3 clusters Score -769970.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -769981.000000 Penalty: 2840.193115
	Iteration 48Q: 3 clusters Score -769981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -769988.312500 Penalty: 2840.193115
	Iteration 49Q: 3 clusters Score -769988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -769990.875000 Penalty: 2840.193115
	Iteration 50Q: 3 clusters Score -769990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -769995.312500 Penalty: 2840.193115
	Iteration 51Q: 3 clusters Score -769995.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -769999.937500 Penalty: 2840.193115
	Iteration 52Q: 3 clusters Score -769999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -770009.250000 Penalty: 2840.193115
	Iteration 53Q: 3 clusters Score -770009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -770012.375000 Penalty: 2840.193115
	Iteration 54Q: 3 clusters Score -770012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -770016.250000 Penalty: 2840.193115
	Iteration 55Q: 3 clusters Score -770016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -770022.187500 Penalty: 2840.193115
	Iteration 56Q: 3 clusters Score -770022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -770028.000000 Penalty: 2840.193115
	Iteration 57Q: 3 clusters Score -770028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -770035.000000 Penalty: 2840.193115
	Iteration 58Q: 3 clusters Score -770035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -770040.437500 Penalty: 2840.193115
	Iteration 59Q: 3 clusters Score -770040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -770043.125000 Penalty: 2840.193115
	Iteration 60F: 3 clusters Score -770043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -770045.187500 Penalty: 2840.193115
	Iteration 61Q: 3 clusters Score -770045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -770044.875000 Penalty: 2840.193115
	Iteration 62Q: 3 clusters Score -770044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -770049.437500 Penalty: 2840.193115
	Iteration 63Q: 3 clusters Score -770049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -770050.187500 Penalty: 2840.193115
	Iteration 64Q: 3 clusters Score -770050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -770052.500000 Penalty: 2840.193115
	Iteration 65Q: 3 clusters Score -770052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -770057.562500 Penalty: 2840.193115
	Iteration 66Q: 3 clusters Score -770057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -770060.750000 Penalty: 2840.193115
	Iteration 67Q: 3 clusters Score -770060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -770063.312500 Penalty: 2840.193115
	Iteration 68Q: 3 clusters Score -770063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -770065.000000 Penalty: 2840.193115
	Iteration 69Q: 3 clusters Score -770065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -770065.750000 Penalty: 2840.193115
	Iteration 70Q: 3 clusters Score -770065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -770065.750000 Penalty: 2840.193115
	Iteration 71F: 3 clusters Score -770065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -964434.562500 Penalty: 1455.071533
	Iteration 0F: 2 clusters Score -964434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -958688.250000 Penalty: 2910.143066
	Iteration 0F: 3 clusters Score -958688.2 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -960343.000000 Penalty: 2910.143066
	Iteration 1F: 3 clusters Score -960343 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -960548.937500 Penalty: 2910.143066
	Iteration 2F: 3 clusters Score -960548.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -960706.062500 Penalty: 2910.143066
	Iteration 3Q: 3 clusters Score -960706.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -960829.062500 Penalty: 2910.143066
	Iteration 4Q: 3 clusters Score -960829.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -960927.437500 Penalty: 2910.143066
	Iteration 5Q: 3 clusters Score -960927.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -960991.687500 Penalty: 2910.143066
	Iteration 6Q: 3 clusters Score -960991.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -961040.312500 Penalty: 2910.143066
	Iteration 7Q: 3 clusters Score -961040.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -961089.187500 Penalty: 2910.143066
	Iteration 8Q: 3 clusters Score -961089.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -961132.312500 Penalty: 2910.143066
	Iteration 9Q: 3 clusters Score -961132.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -961163.687500 Penalty: 2910.143066
	Iteration 10Q: 3 clusters Score -961163.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -961207.312500 Penalty: 2910.143066
	Iteration 11Q: 3 clusters Score -961207.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -961260.312500 Penalty: 2910.143066
	Iteration 12Q: 3 clusters Score -961260.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -961325.000000 Penalty: 2910.143066
	Iteration 13Q: 3 clusters Score -961325 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -961398.625000 Penalty: 2910.143066
	Iteration 14Q: 3 clusters Score -961398.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -961493.187500 Penalty: 2910.143066
	Iteration 15Q: 3 clusters Score -961493.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -961595.562500 Penalty: 2910.143066
	Iteration 16Q: 3 clusters Score -961595.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -961721.187500 Penalty: 2910.143066
	Iteration 17Q: 3 clusters Score -961721.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -961859.062500 Penalty: 2910.143066
	Iteration 18Q: 3 clusters Score -961859.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -962015.125000 Penalty: 2910.143066
	Iteration 19Q: 3 clusters Score -962015.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -962205.812500 Penalty: 2910.143066
	Iteration 20F: 3 clusters Score -962205.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -962406.937500 Penalty: 2910.143066
	Iteration 21Q: 3 clusters Score -962406.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -962574.562500 Penalty: 2910.143066
	Iteration 22Q: 3 clusters Score -962574.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -962732.750000 Penalty: 2910.143066
	Iteration 23Q: 3 clusters Score -962732.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -962851.500000 Penalty: 2910.143066
	Iteration 24Q: 3 clusters Score -962851.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -962942.937500 Penalty: 2910.143066
	Iteration 25Q: 3 clusters Score -962942.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -963023.312500 Penalty: 2910.143066
	Iteration 26Q: 3 clusters Score -963023.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -963077.062500 Penalty: 2910.143066
	Iteration 27Q: 3 clusters Score -963077.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -963106.500000 Penalty: 2910.143066
	Iteration 28Q: 3 clusters Score -963106.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -963136.125000 Penalty: 2910.143066
	Iteration 29Q: 3 clusters Score -963136.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -963160.562500 Penalty: 2910.143066
	Iteration 30Q: 3 clusters Score -963160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -963173.562500 Penalty: 2910.143066
	Iteration 31Q: 3 clusters Score -963173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -963187.937500 Penalty: 2910.143066
	Iteration 32Q: 3 clusters Score -963187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -963189.875000 Penalty: 2910.143066
	Iteration 33Q: 3 clusters Score -963189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -963191.812500 Penalty: 2910.143066
	Iteration 34Q: 3 clusters Score -963191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -963199.437500 Penalty: 2910.143066
	Iteration 35Q: 3 clusters Score -963199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -963203.875000 Penalty: 2910.143066
	Iteration 36Q: 3 clusters Score -963203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -963206.500000 Penalty: 2910.143066
	Iteration 37Q: 3 clusters Score -963206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -963210.250000 Penalty: 2910.143066
	Iteration 38Q: 3 clusters Score -963210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -963211.812500 Penalty: 2910.143066
	Iteration 39Q: 3 clusters Score -963211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -963216.250000 Penalty: 2910.143066
	Iteration 40F: 3 clusters Score -963216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -158741.359375 Penalty: 1174.966553
	Iteration 0F: 2 clusters Score -158741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157054.203125 Penalty: 2349.933105
	Iteration 0F: 3 clusters Score -157054.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157360.515625 Penalty: 2349.933105
	Iteration 1F: 3 clusters Score -157360.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157457.687500 Penalty: 2349.933105
	Iteration 2F: 3 clusters Score -157457.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157503.218750 Penalty: 2349.933105
	Iteration 3Q: 3 clusters Score -157503.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157528.468750 Penalty: 2349.933105
	Iteration 4Q: 3 clusters Score -157528.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157546.156250 Penalty: 2349.933105
	Iteration 5Q: 3 clusters Score -157546.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157562.890625 Penalty: 2349.933105
	Iteration 6Q: 3 clusters Score -157562.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157581.484375 Penalty: 2349.933105
	Iteration 7Q: 3 clusters Score -157581.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157594.265625 Penalty: 2349.933105
	Iteration 8Q: 3 clusters Score -157594.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157605.343750 Penalty: 2349.933105
	Iteration 9Q: 3 clusters Score -157605.3 nChanged 13
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: -157614.531250 Penalty: 2349.933105
	Iteration 10Q: 3 clusters Score -157614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157620.375000 Penalty: 2349.933105
	Iteration 11Q: 3 clusters Score -157620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157625.406250 Penalty: 2349.933105
	Iteration 12Q: 3 clusters Score -157625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157631.515625 Penalty: 2349.933105
	Iteration 13Q: 3 clusters Score -157631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157639.328125 Penalty: 2349.933105
	Iteration 14Q: 3 clusters Score -157639.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157644.281250 Penalty: 2349.933105
	Iteration 15Q: 3 clusters Score -157644.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157647.640625 Penalty: 2349.933105
	Iteration 16Q: 3 clusters Score -157647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157648.609375 Penalty: 2349.933105
	Iteration 17Q: 3 clusters Score -157648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157648.937500 Penalty: 2349.933105
	Iteration 18Q: 3 clusters Score -157648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157649.375000 Penalty: 2349.933105
	Iteration 19Q: 3 clusters Score -157649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157650.531250 Penalty: 2349.933105
	Iteration 20F: 3 clusters Score -157650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157650.687500 Penalty: 2349.933105
	Iteration 21Q: 3 clusters Score -157650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157651.625000 Penalty: 2349.933105
	Iteration 22Q: 3 clusters Score -157651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157651.968750 Penalty: 2349.933105
	Iteration 23Q: 3 clusters Score -157652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157652.015625 Penalty: 2349.933105
	Iteration 24Q: 3 clusters Score -157652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -157652.015625 Penalty: 2349.933105
	Iteration 25F: 3 clusters Score -157652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Entering Unmasked Estep 
Score: -2691276.250000 Penalty: 1620.637329
	Iteration 0F: 2 clusters Score -2691276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2676945.750000 Penalty: 3241.274658
	Iteration 0F: 3 clusters Score -2676946 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2682326.250000 Penalty: 3241.274658
	Iteration 1F: 3 clusters Score -2682326 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2682709.250000 Penalty: 3241.274658
	Iteration 2F: 3 clusters Score -2682709 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2683070.250000 Penalty: 3241.274658
	Iteration 3Q: 3 clusters Score -2683070 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2683431.000000 Penalty: 3241.274658
	Iteration 4Q: 3 clusters Score -2683431 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2683838.000000 Penalty: 3241.274658
	Iteration 5Q: 3 clusters Score -2683838 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2684341.000000 Penalty: 3241.274658
	Iteration 6Q: 3 clusters Score -2684341 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2684986.500000 Penalty: 3241.274658
	Iteration 7F: 3 clusters Score -2684986 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2685813.000000 Penalty: 3241.274658
	Iteration 8F: 3 clusters Score -2685813 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2686758.750000 Penalty: 3241.274658
	Iteration 9F: 3 clusters Score -2686759 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2687650.250000 Penalty: 3241.274658
	Iteration 10Q: 3 clusters Score -2687650 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2688381.750000 Penalty: 3241.274658
	Iteration 11Q: 3 clusters Score -2688382 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2688849.250000 Penalty: 3241.274658
	Iteration 12Q: 3 clusters Score -2688849 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2689128.250000 Penalty: 3241.274658
	Iteration 13Q: 3 clusters Score -2689128 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2689328.250000 Penalty: 3241.274658
	Iteration 14Q: 3 clusters Score -2689328 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2689460.750000 Penalty: 3241.274658
	Iteration 15Q: 3 clusters Score -2689461 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2689597.500000 Penalty: 3241.274658
	Iteration 16Q: 3 clusters Score -2689598 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2689678.000000 Penalty: 3241.274658
	Iteration 17Q: 3 clusters Score -2689678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2689746.000000 Penalty: 3241.274658
	Iteration 18Q: 3 clusters Score -2689746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2689801.000000 Penalty: 3241.274658
	Iteration 19Q: 3 clusters Score -2689801 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2689827.250000 Penalty: 3241.274658
	Iteration 20F: 3 clusters Score -2689827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2689855.000000 Penalty: 3241.274658
	Iteration 21Q: 3 clusters Score -2689855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2689874.000000 Penalty: 3241.274658
	Iteration 22Q: 3 clusters Score -2689874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2689910.000000 Penalty: 3241.274658
	Iteration 23Q: 3 clusters Score -2689910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2689930.750000 Penalty: 3241.274658
	Iteration 24Q: 3 clusters Score -2689931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2689959.750000 Penalty: 3241.274658
	Iteration 25Q: 3 clusters Score -2689960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2689976.250000 Penalty: 3241.274658
	Iteration 26Q: 3 clusters Score -2689976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2689991.000000 Penalty: 3241.274658
	Iteration 27Q: 3 clusters Score -2689991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2689998.500000 Penalty: 3241.274658
	Iteration 28Q: 3 clusters Score -2689998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2690010.750000 Penalty: 3241.274658
	Iteration 29Q: 3 clusters Score -2690011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2690013.750000 Penalty: 3241.274658
	Iteration 30Q: 3 clusters Score -2690014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2690025.500000 Penalty: 3241.274658
	Iteration 31Q: 3 clusters Score -2690026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2690025.250000 Penalty: 3241.274658
	Iteration 32Q: 3 clusters Score -2690025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2690034.000000 Penalty: 3241.274658
	Iteration 33Q: 3 clusters Score -2690034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2690036.500000 Penalty: 3241.274658
	Iteration 34Q: 3 clusters Score -2690036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2690039.750000 Penalty: 3241.274658
	Iteration 35Q: 3 clusters Score -2690040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2690038.500000 Penalty: 3241.274658
	Iteration 36Q: 3 clusters Score -2690038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2690042.000000 Penalty: 3241.274658
	Iteration 37Q: 3 clusters Score -2690042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2690042.500000 Penalty: 3241.274658
	Iteration 38Q: 3 clusters Score -2690042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2690040.750000 Penalty: 3241.274658
	Iteration 39Q: 3 clusters Score -2690041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2690048.250000 Penalty: 3241.274658
	Iteration 40F: 3 clusters Score -2690048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2690049.500000 Penalty: 3241.274658
	Iteration 41Q: 3 clusters Score -2690050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2690048.750000 Penalty: 3241.274658
	Iteration 42Q: 3 clusters Score -2690049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2690053.750000 Penalty: 3241.274658
	Iteration 43Q: 3 clusters Score -2690054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2690056.750000 Penalty: 3241.274658
	Iteration 44Q: 3 clusters Score -2690057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2690059.250000 Penalty: 3241.274658
	Iteration 45Q: 3 clusters Score -2690059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2690061.500000 Penalty: 3241.274658
	Iteration 46Q: 3 clusters Score -2690062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2690064.000000 Penalty: 3241.274658
	Iteration 47Q: 3 clusters Score -2690064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2690065.000000 Penalty: 3241.274658
	Iteration 48Q: 3 clusters Score -2690065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2690066.750000 Penalty: 3241.274658
	Iteration 49Q: 3 clusters Score -2690067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2690066.000000 Penalty: 3241.274658
	Iteration 50Q: 3 clusters Score -2690066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2690067.750000 Penalty: 3241.274658
	Iteration 51Q: 3 clusters Score -2690068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2690068.000000 Penalty: 3241.274658
	Iteration 52Q: 3 clusters Score -2690068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2690068.500000 Penalty: 3241.274658
	Iteration 53Q: 3 clusters Score -2690068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2690069.750000 Penalty: 3241.274658
	Iteration 54Q: 3 clusters Score -2690070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2690069.250000 Penalty: 3241.274658
	Iteration 55Q: 3 clusters Score -2690069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2690070.500000 Penalty: 3241.274658
	Iteration 56Q: 3 clusters Score -2690070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2690070.000000 Penalty: 3241.274658
	Iteration 57Q: 3 clusters Score -2690070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2690070.750000 Penalty: 3241.274658
	Iteration 58Q: 3 clusters Score -2690071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2690070.000000 Penalty: 3241.274658
	Iteration 59Q: 3 clusters Score -2690070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2690070.000000 Penalty: 3241.274658
	Iteration 60F: 3 clusters Score -2690070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Entering Unmasked Estep 
Score: -1976999.500000 Penalty: 1582.601196
	Iteration 0F: 2 clusters Score -1977000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1965374.625000 Penalty: 3165.202393
	Iteration 0F: 3 clusters Score -1965375 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1969398.000000 Penalty: 3165.202393
	Iteration 1F: 3 clusters Score -1969398 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1969679.625000 Penalty: 3165.202393
	Iteration 2Q: 3 clusters Score -1969680 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1969990.875000 Penalty: 3165.202393
	Iteration 3Q: 3 clusters Score -1969991 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1970362.750000 Penalty: 3165.202393
	Iteration 4Q: 3 clusters Score -1970363 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1970855.125000 Penalty: 3165.202393
	Iteration 5F: 3 clusters Score -1970855 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1971510.125000 Penalty: 3165.202393
	Iteration 6F: 3 clusters Score -1971510 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1972272.500000 Penalty: 3165.202393
	Iteration 7F: 3 clusters Score -1972272 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1973088.000000 Penalty: 3165.202393
	Iteration 8F: 3 clusters Score -1973088 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1973788.250000 Penalty: 3165.202393
	Iteration 9F: 3 clusters Score -1973788 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1974422.875000 Penalty: 3165.202393
	Iteration 10Q: 3 clusters Score -1974423 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1974950.375000 Penalty: 3165.202393
	Iteration 11Q: 3 clusters Score -1974950 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1975374.750000 Penalty: 3165.202393
	Iteration 12Q: 3 clusters Score -1975375 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1975702.375000 Penalty: 3165.202393
	Iteration 13Q: 3 clusters Score -1975702 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1975917.000000 Penalty: 3165.202393
	Iteration 14Q: 3 clusters Score -1975917 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1976026.500000 Penalty: 3165.202393
	Iteration 15Q: 3 clusters Score -1976026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1976096.250000 Penalty: 3165.202393
	Iteration 16Q: 3 clusters Score -1976096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1976135.000000 Penalty: 3165.202393
	Iteration 17Q: 3 clusters Score -1976135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1976164.500000 Penalty: 3165.202393
	Iteration 18Q: 3 clusters Score -1976164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1976189.875000 Penalty: 3165.202393
	Iteration 19Q: 3 clusters Score -1976190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1976206.500000 Penalty: 3165.202393
	Iteration 20F: 3 clusters Score -1976206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1976217.375000 Penalty: 3165.202393
	Iteration 21Q: 3 clusters Score -1976217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1976224.000000 Penalty: 3165.202393
	Iteration 22Q: 3 clusters Score -1976224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1976233.000000 Penalty: 3165.202393
	Iteration 23Q: 3 clusters Score -1976233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1976234.500000 Penalty: 3165.202393
	Iteration 24Q: 3 clusters Score -1976234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1976240.500000 Penalty: 3165.202393
	Iteration 25Q: 3 clusters Score -1976240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1976239.000000 Penalty: 3165.202393
	Iteration 26Q: 3 clusters Score -1976239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1976242.500000 Penalty: 3165.202393
	Iteration 27Q: 3 clusters Score -1976242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1976246.000000 Penalty: 3165.202393
	Iteration 28Q: 3 clusters Score -1976246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1976246.000000 Penalty: 3165.202393
	Iteration 29Q: 3 clusters Score -1976246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1976251.125000 Penalty: 3165.202393
	Iteration 30Q: 3 clusters Score -1976251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1976253.375000 Penalty: 3165.202393
	Iteration 31Q: 3 clusters Score -1976253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1976255.500000 Penalty: 3165.202393
	Iteration 32Q: 3 clusters Score -1976256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1976255.125000 Penalty: 3165.202393
	Iteration 33Q: 3 clusters Score -1976255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1976252.625000 Penalty: 3165.202393
	Iteration 34Q: 3 clusters Score -1976253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1976254.000000 Penalty: 3165.202393
	Iteration 35Q: 3 clusters Score -1976254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1976256.375000 Penalty: 3165.202393
	Iteration 36Q: 3 clusters Score -1976256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1976261.875000 Penalty: 3165.202393
	Iteration 37Q: 3 clusters Score -1976262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1976261.875000 Penalty: 3165.202393
	Iteration 38Q: 3 clusters Score -1976262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1976261.625000 Penalty: 3165.202393
	Iteration 39Q: 3 clusters Score -1976262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1976261.375000 Penalty: 3165.202393
	Iteration 40F: 3 clusters Score -1976261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1976261.375000 Penalty: 3165.202393
	Iteration 41Q: 3 clusters Score -1976261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1976260.500000 Penalty: 3165.202393
	Iteration 42Q: 3 clusters Score -1976260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1976262.375000 Penalty: 3165.202393
	Iteration 43Q: 3 clusters Score -1976262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1976263.875000 Penalty: 3165.202393
	Iteration 44Q: 3 clusters Score -1976264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1976265.875000 Penalty: 3165.202393
	Iteration 45Q: 3 clusters Score -1976266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1976267.000000 Penalty: 3165.202393
	Iteration 46Q: 3 clusters Score -1976267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1976265.000000 Penalty: 3165.202393
	Iteration 47Q: 3 clusters Score -1976265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1976267.250000 Penalty: 3165.202393
	Iteration 48Q: 3 clusters Score -1976267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1976267.250000 Penalty: 3165.202393
	Iteration 49F: 3 clusters Score -1976267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -197702.515625 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -197702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195851.046875 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -195851 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196171.062500 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -196171.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -196243.343750 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -196243.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196288.296875 Penalty: 2398.583008
	Iteration 3Q: 3 clusters Score -196288.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196325.937500 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -196325.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196361.234375 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -196361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196381.625000 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -196381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196400.343750 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -196400.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196420.609375 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -196420.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196438.000000 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -196438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196446.187500 Penalty: 2398.583008
	Iteration 10Q: 3 clusters Score -196446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -196450.156250 Penalty: 2398.583008
	Iteration 11Q: 3 clusters Score -196450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196455.609375 Penalty: 2398.583008
	Iteration 12Q: 3 clusters Score -196455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196460.343750 Penalty: 2398.583008
	Iteration 13Q: 3 clusters Score -196460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196461.781250 Penalty: 2398.583008
	Iteration 14Q: 3 clusters Score -196461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196462.531250 Penalty: 2398.583008
	Iteration 15Q: 3 clusters Score -196462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196463.750000 Penalty: 2398.583008
	Iteration 16Q: 3 clusters Score -196463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196464.750000 Penalty: 2398.583008
	Iteration 17Q: 3 clusters Score -196464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196464.750000 Penalty: 2398.583008
	Iteration 18F: 3 clusters Score -196464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -293181.750000 Penalty: 1269.116333
	Iteration 0F: 2 clusters Score -293181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290760.656250 Penalty: 2538.232666
	Iteration 0F: 3 clusters Score -290760.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -291346.312500 Penalty: 2538.232666
	Iteration 1F: 3 clusters Score -291346.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -291465.281250 Penalty: 2538.232666
	Iteration 2F: 3 clusters Score -291465.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291524.687500 Penalty: 2538.232666
	Iteration 3Q: 3 clusters Score -291524.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291554.625000 Penalty: 2538.232666
	Iteration 4Q: 3 clusters Score -291554.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -291580.156250 Penalty: 2538.232666
	Iteration 5Q: 3 clusters Score -291580.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291601.968750 Penalty: 2538.232666
	Iteration 6Q: 3 clusters Score -291602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -291622.062500 Penalty: 2538.232666
	Iteration 7Q: 3 clusters Score -291622.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291640.125000 Penalty: 2538.232666
	Iteration 8Q: 3 clusters Score -291640.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -291655.062500 Penalty: 2538.232666
	Iteration 9Q: 3 clusters Score -291655.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -291667.031250 Penalty: 2538.232666
	Iteration 10Q: 3 clusters Score -291667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -291679.500000 Penalty: 2538.232666
	Iteration 11Q: 3 clusters Score -291679.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291687.687500 Penalty: 2538.232666
	Iteration 12Q: 3 clusters Score -291687.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291694.531250 Penalty: 2538.232666
	Iteration 13Q: 3 clusters Score -291694.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291702.062500 Penalty: 2538.232666
	Iteration 14Q: 3 clusters Score -291702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291706.093750 Penalty: 2538.232666
	Iteration 15Q: 3 clusters Score -291706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291709.468750 Penalty: 2538.232666
	Iteration 16Q: 3 clusters Score -291709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -291713.125000 Penalty: 2538.232666
	Iteration 17Q: 3 clusters Score -291713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -291716.312500 Penalty: 2538.232666
	Iteration 18Q: 3 clusters Score -291716.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291720.187500 Penalty: 2538.232666
	Iteration 19Q: 3 clusters Score -291720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -291723.218750 Penalty: 2538.232666
	Iteration 20F: 3 clusters Score -291723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291726.281250 Penalty: 2538.232666
	Iteration 21Q: 3 clusters Score -291726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -291730.437500 Penalty: 2538.232666
	Iteration 22Q: 3 clusters Score -291730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291733.125000 Penalty: 2538.232666
	Iteration 23Q: 3 clusters Score -291733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -291740.593750 Penalty: 2538.232666
	Iteration 24Q: 3 clusters Score -291740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -291746.500000 Penalty: 2538.232666
	Iteration 25Q: 3 clusters Score -291746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291754.312500 Penalty: 2538.232666
	Iteration 26Q: 3 clusters Score -291754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291760.312500 Penalty: 2538.232666
	Iteration 27Q: 3 clusters Score -291760.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291765.968750 Penalty: 2538.232666
	Iteration 28Q: 3 clusters Score -291766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291771.937500 Penalty: 2538.232666
	Iteration 29Q: 3 clusters Score -291771.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291776.250000 Penalty: 2538.232666
	Iteration 30Q: 3 clusters Score -291776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -291781.781250 Penalty: 2538.232666
	Iteration 31Q: 3 clusters Score -291781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -291789.187500 Penalty: 2538.232666
	Iteration 32Q: 3 clusters Score -291789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291797.250000 Penalty: 2538.232666
	Iteration 33Q: 3 clusters Score -291797.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291805.312500 Penalty: 2538.232666
	Iteration 34Q: 3 clusters Score -291805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291811.125000 Penalty: 2538.232666
	Iteration 35Q: 3 clusters Score -291811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -291820.562500 Penalty: 2538.232666
	Iteration 36Q: 3 clusters Score -291820.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -291838.406250 Penalty: 2538.232666
	Iteration 37Q: 3 clusters Score -291838.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -291860.437500 Penalty: 2538.232666
	Iteration 38Q: 3 clusters Score -291860.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291882.437500 Penalty: 2538.232666
	Iteration 39Q: 3 clusters Score -291882.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -291904.156250 Penalty: 2538.232666
	Iteration 40F: 3 clusters Score -291904.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -291927.968750 Penalty: 2538.232666
	Iteration 41Q: 3 clusters Score -291928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -291958.500000 Penalty: 2538.232666
	Iteration 42Q: 3 clusters Score -291958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292003.500000 Penalty: 2538.232666
	Iteration 43Q: 3 clusters Score -292003.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -292066.281250 Penalty: 2538.232666
	Iteration 44Q: 3 clusters Score -292066.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292128.906250 Penalty: 2538.232666
	Iteration 45Q: 3 clusters Score -292128.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -292221.406250 Penalty: 2538.232666
	Iteration 46Q: 3 clusters Score -292221.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -292325.125000 Penalty: 2538.232666
	Iteration 47Q: 3 clusters Score -292325.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -292393.812500 Penalty: 2538.232666
	Iteration 48Q: 3 clusters Score -292393.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -292442.281250 Penalty: 2538.232666
	Iteration 49Q: 3 clusters Score -292442.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292483.812500 Penalty: 2538.232666
	Iteration 50Q: 3 clusters Score -292483.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -292530.125000 Penalty: 2538.232666
	Iteration 51Q: 3 clusters Score -292530.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292572.312500 Penalty: 2538.232666
	Iteration 52Q: 3 clusters Score -292572.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -292620.687500 Penalty: 2538.232666
	Iteration 53Q: 3 clusters Score -292620.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292723.843750 Penalty: 2538.232666
	Iteration 54Q: 3 clusters Score -292723.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -292926.500000 Penalty: 2538.232666
	Iteration 55Q: 3 clusters Score -292926.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293067.468750 Penalty: 2538.232666
	Iteration 56Q: 3 clusters Score -293067.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -293091.125000 Penalty: 2538.232666
	Iteration 57Q: 3 clusters Score -293091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -293094.375000 Penalty: 2538.232666
	Iteration 58Q: 3 clusters Score -293094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293096.906250 Penalty: 2538.232666
	Iteration 59Q: 3 clusters Score -293096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293098.250000 Penalty: 2538.232666
	Iteration 60F: 3 clusters Score -293098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293098.875000 Penalty: 2538.232666
	Iteration 61Q: 3 clusters Score -293098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293098.875000 Penalty: 2538.232666
	Iteration 62F: 3 clusters Score -293098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -1079269.625000 Penalty: 1475.519165
	Iteration 0F: 2 clusters Score -1079270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1072882.125000 Penalty: 2951.038330
	Iteration 0F: 3 clusters Score -1072882 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1074872.125000 Penalty: 2951.038330
	Iteration 1F: 3 clusters Score -1074872 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1075046.000000 Penalty: 2951.038330
	Iteration 2F: 3 clusters Score -1075046 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1075166.750000 Penalty: 2951.038330
	Iteration 3Q: 3 clusters Score -1075167 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1075266.500000 Penalty: 2951.038330
	Iteration 4Q: 3 clusters Score -1075266 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1075358.750000 Penalty: 2951.038330
	Iteration 5Q: 3 clusters Score -1075359 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1075463.000000 Penalty: 2951.038330
	Iteration 6Q: 3 clusters Score -1075463 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1075596.625000 Penalty: 2951.038330
	Iteration 7Q: 3 clusters Score -1075597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1075771.250000 Penalty: 2951.038330
	Iteration 8Q: 3 clusters Score -1075771 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1076002.125000 Penalty: 2951.038330
	Iteration 9Q: 3 clusters Score -1076002 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1076277.750000 Penalty: 2951.038330
	Iteration 10F: 3 clusters Score -1076278 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1076620.250000 Penalty: 2951.038330
	Iteration 11F: 3 clusters Score -1076620 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1077007.625000 Penalty: 2951.038330
	Iteration 12F: 3 clusters Score -1077008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1077338.375000 Penalty: 2951.038330
	Iteration 13Q: 3 clusters Score -1077338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1077583.500000 Penalty: 2951.038330
	Iteration 14Q: 3 clusters Score -1077584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1077754.250000 Penalty: 2951.038330
	Iteration 15Q: 3 clusters Score -1077754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1077842.375000 Penalty: 2951.038330
	Iteration 16Q: 3 clusters Score -1077842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1077883.625000 Penalty: 2951.038330
	Iteration 17Q: 3 clusters Score -1077884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1077902.625000 Penalty: 2951.038330
	Iteration 18Q: 3 clusters Score -1077903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1077917.875000 Penalty: 2951.038330
	Iteration 19Q: 3 clusters Score -1077918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1077931.125000 Penalty: 2951.038330
	Iteration 20F: 3 clusters Score -1077931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1077934.250000 Penalty: 2951.038330
	Iteration 21Q: 3 clusters Score -1077934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1077936.500000 Penalty: 2951.038330
	Iteration 22Q: 3 clusters Score -1077936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1077938.125000 Penalty: 2951.038330
	Iteration 23Q: 3 clusters Score -1077938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1077939.750000 Penalty: 2951.038330
	Iteration 24Q: 3 clusters Score -1077940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1077943.125000 Penalty: 2951.038330
	Iteration 25Q: 3 clusters Score -1077943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1077944.125000 Penalty: 2951.038330
	Iteration 26Q: 3 clusters Score -1077944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1077944.125000 Penalty: 2951.038330
	Iteration 27F: 3 clusters Score -1077944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Entering Unmasked Estep 
Score: -776702.187500 Penalty: 1421.625366
	Iteration 0F: 2 clusters Score -776702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -771862.125000 Penalty: 2843.250732
	Iteration 0F: 3 clusters Score -771862.1 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -773304.625000 Penalty: 2843.250732
	Iteration 1F: 3 clusters Score -773304.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -773482.500000 Penalty: 2843.250732
	Iteration 2F: 3 clusters Score -773482.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -773586.875000 Penalty: 2843.250732
	Iteration 3Q: 3 clusters Score -773586.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -773659.375000 Penalty: 2843.250732
	Iteration 4Q: 3 clusters Score -773659.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -773718.250000 Penalty: 2843.250732
	Iteration 5Q: 3 clusters Score -773718.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -773761.062500 Penalty: 2843.250732
	Iteration 6Q: 3 clusters Score -773761.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -773791.937500 Penalty: 2843.250732
	Iteration 7Q: 3 clusters Score -773791.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -773823.187500 Penalty: 2843.250732
	Iteration 8Q: 3 clusters Score -773823.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -773859.062500 Penalty: 2843.250732
	Iteration 9Q: 3 clusters Score -773859.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -773900.125000 Penalty: 2843.250732
	Iteration 10Q: 3 clusters Score -773900.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -773942.937500 Penalty: 2843.250732
	Iteration 11Q: 3 clusters Score -773942.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -773996.500000 Penalty: 2843.250732
	Iteration 12Q: 3 clusters Score -773996.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -774047.937500 Penalty: 2843.250732
	Iteration 13Q: 3 clusters Score -774047.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -774115.750000 Penalty: 2843.250732
	Iteration 14Q: 3 clusters Score -774115.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -774211.312500 Penalty: 2843.250732
	Iteration 15Q: 3 clusters Score -774211.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -774340.437500 Penalty: 2843.250732
	Iteration 16Q: 3 clusters Score -774340.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -774479.937500 Penalty: 2843.250732
	Iteration 17Q: 3 clusters Score -774479.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -774626.937500 Penalty: 2843.250732
	Iteration 18Q: 3 clusters Score -774626.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -774797.875000 Penalty: 2843.250732
	Iteration 19Q: 3 clusters Score -774797.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -774950.375000 Penalty: 2843.250732
	Iteration 20F: 3 clusters Score -774950.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -775055.875000 Penalty: 2843.250732
	Iteration 21Q: 3 clusters Score -775055.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -775137.437500 Penalty: 2843.250732
	Iteration 22Q: 3 clusters Score -775137.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -775193.812500 Penalty: 2843.250732
	Iteration 23Q: 3 clusters Score -775193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -775229.812500 Penalty: 2843.250732
	Iteration 24Q: 3 clusters Score -775229.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -775259.250000 Penalty: 2843.250732
	Iteration 25Q: 3 clusters Score -775259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -775277.625000 Penalty: 2843.250732
	Iteration 26Q: 3 clusters Score -775277.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -775291.062500 Penalty: 2843.250732
	Iteration 27Q: 3 clusters Score -775291.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -775310.437500 Penalty: 2843.250732
	Iteration 28Q: 3 clusters Score -775310.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -775330.750000 Penalty: 2843.250732
	Iteration 29Q: 3 clusters Score -775330.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -775346.062500 Penalty: 2843.250732
	Iteration 30Q: 3 clusters Score -775346.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -775361.312500 Penalty: 2843.250732
	Iteration 31Q: 3 clusters Score -775361.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -775373.937500 Penalty: 2843.250732
	Iteration 32Q: 3 clusters Score -775373.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -775386.562500 Penalty: 2843.250732
	Iteration 33Q: 3 clusters Score -775386.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -775398.750000 Penalty: 2843.250732
	Iteration 34Q: 3 clusters Score -775398.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -775416.437500 Penalty: 2843.250732
	Iteration 35Q: 3 clusters Score -775416.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -775424.812500 Penalty: 2843.250732
	Iteration 36Q: 3 clusters Score -775424.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -775428.250000 Penalty: 2843.250732
	Iteration 37Q: 3 clusters Score -775428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -775433.375000 Penalty: 2843.250732
	Iteration 38Q: 3 clusters Score -775433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -775436.000000 Penalty: 2843.250732
	Iteration 39Q: 3 clusters Score -775436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -775437.312500 Penalty: 2843.250732
	Iteration 40F: 3 clusters Score -775437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -775439.062500 Penalty: 2843.250732
	Iteration 41Q: 3 clusters Score -775439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -775440.312500 Penalty: 2843.250732
	Iteration 42Q: 3 clusters Score -775440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -775440.687500 Penalty: 2843.250732
	Iteration 43Q: 3 clusters Score -775440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -775442.562500 Penalty: 2843.250732
	Iteration 44Q: 3 clusters Score -775442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -775443.687500 Penalty: 2843.250732
	Iteration 45Q: 3 clusters Score -775443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -775445.687500 Penalty: 2843.250732
	Iteration 46Q: 3 clusters Score -775445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -775447.625000 Penalty: 2843.250732
	Iteration 47Q: 3 clusters Score -775447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -775447.625000 Penalty: 2843.250732
	Iteration 48F: 3 clusters Score -775447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -43223.273438 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -43223.27 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 218 members 
Entering Unmasked Estep 
Score: -42270.429688 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -42270.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42408.117188 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -42408.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42440.363281 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -42440.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42457.695312 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -42457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42475.484375 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -42475.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42488.968750 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -42488.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42498.933594 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -42498.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42510.792969 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -42510.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42519.171875 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -42519.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42522.574219 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -42522.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42523.253906 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -42523.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42525.453125 Penalty: 1967.692871
	Iteration 11Q: 3 clusters Score -42525.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42529.027344 Penalty: 1967.692871
	Iteration 12Q: 3 clusters Score -42529.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42532.722656 Penalty: 1967.692871
	Iteration 13Q: 3 clusters Score -42532.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42538.769531 Penalty: 1967.692871
	Iteration 14Q: 3 clusters Score -42538.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42540.292969 Penalty: 1967.692871
	Iteration 15Q: 3 clusters Score -42540.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42541.253906 Penalty: 1967.692871
	Iteration 16Q: 3 clusters Score -42541.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42541.253906 Penalty: 1967.692871
	Iteration 17F: 3 clusters Score -42541.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -1424785.750000 Penalty: 1520.124756
	Iteration 0F: 2 clusters Score -1424786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1416619.500000 Penalty: 3040.249512
	Iteration 0F: 3 clusters Score -1416620 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1419328.875000 Penalty: 3040.249512
	Iteration 1F: 3 clusters Score -1419329 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1419573.750000 Penalty: 3040.249512
	Iteration 2F: 3 clusters Score -1419574 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1419797.375000 Penalty: 3040.249512
	Iteration 3Q: 3 clusters Score -1419797 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1420040.250000 Penalty: 3040.249512
	Iteration 4Q: 3 clusters Score -1420040 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1420308.500000 Penalty: 3040.249512
	Iteration 5Q: 3 clusters Score -1420308 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1420612.625000 Penalty: 3040.249512
	Iteration 6Q: 3 clusters Score -1420613 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1420976.750000 Penalty: 3040.249512
	Iteration 7Q: 3 clusters Score -1420977 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1421374.250000 Penalty: 3040.249512
	Iteration 8Q: 3 clusters Score -1421374 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1421788.750000 Penalty: 3040.249512
	Iteration 9Q: 3 clusters Score -1421789 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1422168.000000 Penalty: 3040.249512
	Iteration 10Q: 3 clusters Score -1422168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1422463.500000 Penalty: 3040.249512
	Iteration 11Q: 3 clusters Score -1422464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1422699.375000 Penalty: 3040.249512
	Iteration 12Q: 3 clusters Score -1422699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1422883.500000 Penalty: 3040.249512
	Iteration 13Q: 3 clusters Score -1422884 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1422998.625000 Penalty: 3040.249512
	Iteration 14Q: 3 clusters Score -1422999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1423073.250000 Penalty: 3040.249512
	Iteration 15Q: 3 clusters Score -1423073 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1423146.625000 Penalty: 3040.249512
	Iteration 16Q: 3 clusters Score -1423147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1423213.625000 Penalty: 3040.249512
	Iteration 17Q: 3 clusters Score -1423214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1423248.250000 Penalty: 3040.249512
	Iteration 18Q: 3 clusters Score -1423248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1423274.000000 Penalty: 3040.249512
	Iteration 19Q: 3 clusters Score -1423274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1423293.500000 Penalty: 3040.249512
	Iteration 20F: 3 clusters Score -1423294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1423316.250000 Penalty: 3040.249512
	Iteration 21Q: 3 clusters Score -1423316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1423329.250000 Penalty: 3040.249512
	Iteration 22Q: 3 clusters Score -1423329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1423342.500000 Penalty: 3040.249512
	Iteration 23Q: 3 clusters Score -1423342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1423360.125000 Penalty: 3040.249512
	Iteration 24Q: 3 clusters Score -1423360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1423366.750000 Penalty: 3040.249512
	Iteration 25Q: 3 clusters Score -1423367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1423373.125000 Penalty: 3040.249512
	Iteration 26Q: 3 clusters Score -1423373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1423379.750000 Penalty: 3040.249512
	Iteration 27Q: 3 clusters Score -1423380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1423385.500000 Penalty: 3040.249512
	Iteration 28Q: 3 clusters Score -1423386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1423387.750000 Penalty: 3040.249512
	Iteration 29Q: 3 clusters Score -1423388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1423397.875000 Penalty: 3040.249512
	Iteration 30Q: 3 clusters Score -1423398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1423400.250000 Penalty: 3040.249512
	Iteration 31Q: 3 clusters Score -1423400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1423406.625000 Penalty: 3040.249512
	Iteration 32Q: 3 clusters Score -1423407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1423405.125000 Penalty: 3040.249512
	Iteration 33Q: 3 clusters Score -1423405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1423406.000000 Penalty: 3040.249512
	Iteration 34Q: 3 clusters Score -1423406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1423408.875000 Penalty: 3040.249512
	Iteration 35Q: 3 clusters Score -1423409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1423412.375000 Penalty: 3040.249512
	Iteration 36Q: 3 clusters Score -1423412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1423413.500000 Penalty: 3040.249512
	Iteration 37Q: 3 clusters Score -1423414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1423411.250000 Penalty: 3040.249512
	Iteration 38Q: 3 clusters Score -1423411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1423411.000000 Penalty: 3040.249512
	Iteration 39Q: 3 clusters Score -1423411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1423411.250000 Penalty: 3040.249512
	Iteration 40F: 3 clusters Score -1423411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1423413.250000 Penalty: 3040.249512
	Iteration 41Q: 3 clusters Score -1423413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1423414.875000 Penalty: 3040.249512
	Iteration 42Q: 3 clusters Score -1423415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1423418.750000 Penalty: 3040.249512
	Iteration 43Q: 3 clusters Score -1423419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1423424.375000 Penalty: 3040.249512
	Iteration 44Q: 3 clusters Score -1423424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1423431.750000 Penalty: 3040.249512
	Iteration 45Q: 3 clusters Score -1423432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1423435.375000 Penalty: 3040.249512
	Iteration 46Q: 3 clusters Score -1423435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1423437.875000 Penalty: 3040.249512
	Iteration 47Q: 3 clusters Score -1423438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1423447.875000 Penalty: 3040.249512
	Iteration 48Q: 3 clusters Score -1423448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1423457.250000 Penalty: 3040.249512
	Iteration 49Q: 3 clusters Score -1423457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1423466.250000 Penalty: 3040.249512
	Iteration 50Q: 3 clusters Score -1423466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1423473.125000 Penalty: 3040.249512
	Iteration 51Q: 3 clusters Score -1423473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1423473.250000 Penalty: 3040.249512
	Iteration 52Q: 3 clusters Score -1423473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1423477.625000 Penalty: 3040.249512
	Iteration 53Q: 3 clusters Score -1423478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1423481.375000 Penalty: 3040.249512
	Iteration 54Q: 3 clusters Score -1423481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1423487.750000 Penalty: 3040.249512
	Iteration 55Q: 3 clusters Score -1423488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1423490.500000 Penalty: 3040.249512
	Iteration 56Q: 3 clusters Score -1423490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1423491.875000 Penalty: 3040.249512
	Iteration 57Q: 3 clusters Score -1423492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1423495.000000 Penalty: 3040.249512
	Iteration 58Q: 3 clusters Score -1423495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1423496.125000 Penalty: 3040.249512
	Iteration 59Q: 3 clusters Score -1423496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1423497.375000 Penalty: 3040.249512
	Iteration 60F: 3 clusters Score -1423497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1423498.750000 Penalty: 3040.249512
	Iteration 61Q: 3 clusters Score -1423499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1423500.500000 Penalty: 3040.249512
	Iteration 62Q: 3 clusters Score -1423500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1423504.000000 Penalty: 3040.249512
	Iteration 63Q: 3 clusters Score -1423504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1423509.875000 Penalty: 3040.249512
	Iteration 64Q: 3 clusters Score -1423510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1423514.250000 Penalty: 3040.249512
	Iteration 65Q: 3 clusters Score -1423514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1423515.375000 Penalty: 3040.249512
	Iteration 66Q: 3 clusters Score -1423515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1423516.625000 Penalty: 3040.249512
	Iteration 67Q: 3 clusters Score -1423517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1423520.000000 Penalty: 3040.249512
	Iteration 68Q: 3 clusters Score -1423520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1423519.000000 Penalty: 3040.249512
	Iteration 69Q: 3 clusters Score -1423519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1423519.000000 Penalty: 3040.249512
	Iteration 70F: 3 clusters Score -1423519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -182606.218750 Penalty: 1202.600830
	Iteration 0F: 2 clusters Score -182606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -180796.031250 Penalty: 2405.201660
	Iteration 0F: 3 clusters Score -180796 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -181234.171875 Penalty: 2405.201660
	Iteration 1F: 3 clusters Score -181234.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -181438.468750 Penalty: 2405.201660
	Iteration 2F: 3 clusters Score -181438.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -181577.812500 Penalty: 2405.201660
	Iteration 3F: 3 clusters Score -181577.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -181665.484375 Penalty: 2405.201660
	Iteration 4Q: 3 clusters Score -181665.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -181722.609375 Penalty: 2405.201660
	Iteration 5Q: 3 clusters Score -181722.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -181751.968750 Penalty: 2405.201660
	Iteration 6Q: 3 clusters Score -181752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -181771.140625 Penalty: 2405.201660
	Iteration 7Q: 3 clusters Score -181771.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -181783.718750 Penalty: 2405.201660
	Iteration 8Q: 3 clusters Score -181783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -181792.765625 Penalty: 2405.201660
	Iteration 9Q: 3 clusters Score -181792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -181800.265625 Penalty: 2405.201660
	Iteration 10Q: 3 clusters Score -181800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -181809.984375 Penalty: 2405.201660
	Iteration 11Q: 3 clusters Score -181810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -181822.343750 Penalty: 2405.201660
	Iteration 12Q: 3 clusters Score -181822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -181831.890625 Penalty: 2405.201660
	Iteration 13Q: 3 clusters Score -181831.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -181841.109375 Penalty: 2405.201660
	Iteration 14Q: 3 clusters Score -181841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -181845.343750 Penalty: 2405.201660
	Iteration 15Q: 3 clusters Score -181845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -181849.781250 Penalty: 2405.201660
	Iteration 16Q: 3 clusters Score -181849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -181856.750000 Penalty: 2405.201660
	Iteration 17Q: 3 clusters Score -181856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -181860.609375 Penalty: 2405.201660
	Iteration 18Q: 3 clusters Score -181860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -181862.796875 Penalty: 2405.201660
	Iteration 19Q: 3 clusters Score -181862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -181865.578125 Penalty: 2405.201660
	Iteration 20F: 3 clusters Score -181865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -181868.453125 Penalty: 2405.201660
	Iteration 21Q: 3 clusters Score -181868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -181871.750000 Penalty: 2405.201660
	Iteration 22Q: 3 clusters Score -181871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -181872.828125 Penalty: 2405.201660
	Iteration 23Q: 3 clusters Score -181872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -181874.796875 Penalty: 2405.201660
	Iteration 24Q: 3 clusters Score -181874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -181876.109375 Penalty: 2405.201660
	Iteration 25Q: 3 clusters Score -181876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -181876.687500 Penalty: 2405.201660
	Iteration 26Q: 3 clusters Score -181876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -181876.609375 Penalty: 2405.201660
	Iteration 27Q: 3 clusters Score -181876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -181876.609375 Penalty: 2405.201660
	Iteration 28F: 3 clusters Score -181876.6 nChanged 0
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88331208.000000 Penalty: 35130.859375
24->17 Clusters: Score -88331208.000000, best is -88360088.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 246042 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 10266 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 10257 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 10387 members 
Mstep: Class 9 contains 10323 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 10239 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 10098 members 
Mstep: Class 14 contains 10191 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 10238 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 10186 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 10161 members 
Mstep: Class 23 contains 10271 members 
Mstep: Class 24 contains 10191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 64.418625 but Gain 2017.152344
Score: -28381814.000000 Penalty: 46394.550781
Iteration 0F: 24 clusters Score -2.838181e+07 nChanged 235072
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 15600 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 4397 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 14582 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 161276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 293.290588 but Gain 2017.156250
Score: -29190886.000000 Penalty: 44377.394531
Iteration 1F: 23 clusters Score -2.919089e+07 nChanged 46617
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 2836 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 547 members 
Mstep: Class 10 contains 13326 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 701 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 647 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 5623 members 
Mstep: Class 24 contains 178445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 620.790283 but Gain 2017.152344
Score: -29258018.000000 Penalty: 42360.242188
Iteration 2F: 22 clusters Score -2.925802e+07 nChanged 27742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 3 contains 353 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 654 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 4980 members 
Mstep: Class 24 contains 184028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 443.676117 but Gain 2017.156250
Score: -29300004.000000 Penalty: 40343.085938
Iteration 3F: 21 clusters Score -2.93e+07 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 3 contains 207 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 4434 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 15341 members 
Mstep: Class 22 contains 785 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 185293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 667.391418 but Gain 2017.152344
Score: -29336728.000000 Penalty: 38325.933594
Iteration 4F: 20 clusters Score -2.933673e+07 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 3 contains 155 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 16686 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 183225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 631.413330 but Gain 2017.156250
Score: -29365440.000000 Penalty: 36308.777344
Iteration 5F: 19 clusters Score -2.936544e+07 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 3 contains 129 members 
Mstep: Class 4 contains 746 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 12 contains 335 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 11742 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 4733 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 6134 members 
Mstep: Class 24 contains 180264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 633.765869 but Gain 2017.152344
Score: -29381868.000000 Penalty: 34291.625000
Iteration 6F: 18 clusters Score -2.938187e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 10 contains 8944 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 12738 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 4790 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 19448 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 177616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 760.258179 but Gain 2017.154297
Score: -29390700.000000 Penalty: 32274.470703
Iteration 7Q: 17 clusters Score -2.93907e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 13289 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 416 members 
Mstep: Class 20 contains 20199 members 
Mstep: Class 22 contains 375 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 175411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 933.071594 but Gain 2017.156250
Score: -29396540.000000 Penalty: 30257.314453
Iteration 8Q: 16 clusters Score -2.939654e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 10 contains 9519 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 20854 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 173706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 977.351318 but Gain 2017.154297
Score: -29401338.000000 Penalty: 28240.160156
Iteration 9Q: 15 clusters Score -2.940134e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 4391 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 13685 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 21385 members 
Mstep: Class 23 contains 7135 members 
Mstep: Class 24 contains 172257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29404558.000000 Penalty: 28240.160156
Iteration 10Q: 15 clusters Score -2.940456e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 10 contains 10076 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 21830 members 
Mstep: Class 23 contains 7187 members 
Mstep: Class 24 contains 170951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29406796.000000 Penalty: 28240.160156
Iteration 11Q: 15 clusters Score -2.94068e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 2432 members 
Mstep: Class 16 contains 13513 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 22269 members 
Mstep: Class 23 contains 7253 members 
Mstep: Class 24 contains 169786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29408594.000000 Penalty: 28240.160156
Iteration 12Q: 15 clusters Score -2.940859e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 10 contains 10517 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 13330 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 5103 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 22692 members 
Mstep: Class 23 contains 7300 members 
Mstep: Class 24 contains 168765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29409978.000000 Penalty: 28240.160156
Iteration 13Q: 15 clusters Score -2.940998e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 4 contains 1510 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 3106 members 
Mstep: Class 16 contains 13131 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 23069 members 
Mstep: Class 23 contains 7333 members 
Mstep: Class 24 contains 167864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29411360.000000 Penalty: 28240.160156
Iteration 14Q: 15 clusters Score -2.941136e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 23428 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 167076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29412358.000000 Penalty: 28240.160156
Iteration 15Q: 15 clusters Score -2.941236e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 4839 members 
Mstep: Class 10 contains 10894 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 12688 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 23723 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 166438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29413412.000000 Penalty: 28240.160156
Iteration 16Q: 15 clusters Score -2.941341e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 4856 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 5450 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 23956 members 
Mstep: Class 23 contains 7390 members 
Mstep: Class 24 contains 165919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414124.000000 Penalty: 28240.160156
Iteration 17Q: 15 clusters Score -2.941412e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 4858 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 12303 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 5555 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24138 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 165532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29414928.000000 Penalty: 28240.160156
Iteration 18Q: 15 clusters Score -2.941493e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 4 contains 1682 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 4839 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 5655 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24294 members 
Mstep: Class 23 contains 7430 members 
Mstep: Class 24 contains 165225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29415706.000000 Penalty: 28240.160156
Iteration 19Q: 15 clusters Score -2.941571e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 11900 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24463 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 164940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29416652.000000 Penalty: 28240.160156
Iteration 20F: 15 clusters Score -2.941665e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 4746 members 
Mstep: Class 10 contains 11225 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 5086 members 
Mstep: Class 16 contains 11713 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24586 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 164328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29417736.000000 Penalty: 28240.160156
Iteration 21Q: 15 clusters Score -2.941774e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 6 contains 2899 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 5521 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24732 members 
Mstep: Class 23 contains 7598 members 
Mstep: Class 24 contains 163795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29418486.000000 Penalty: 28240.160156
Iteration 22Q: 15 clusters Score -2.941849e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 23 contains 7698 members 
Mstep: Class 24 contains 163344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419202.000000 Penalty: 28240.160156
Iteration 23Q: 15 clusters Score -2.94192e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 25084 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 162906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29419936.000000 Penalty: 28240.160156
Iteration 24Q: 15 clusters Score -2.941994e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 10 contains 11251 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 25325 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 162437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420424.000000 Penalty: 28240.160156
Iteration 25Q: 15 clusters Score -2.942042e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 16 contains 10660 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 6249 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 25581 members 
Mstep: Class 23 contains 8001 members 
Mstep: Class 24 contains 162032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29420912.000000 Penalty: 28240.160156
Iteration 26Q: 15 clusters Score -2.942091e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 7059 members 
Mstep: Class 16 contains 10425 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 6336 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 25849 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 161591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29421520.000000 Penalty: 28240.160156
Iteration 27Q: 15 clusters Score -2.942152e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 26169 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 161184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422012.000000 Penalty: 28240.160156
Iteration 28Q: 15 clusters Score -2.942201e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 9831 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 6541 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 160785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29422556.000000 Penalty: 28240.160156
Iteration 29Q: 15 clusters Score -2.942256e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 10 contains 11219 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 7602 members 
Mstep: Class 16 contains 9495 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 6643 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 26922 members 
Mstep: Class 23 contains 8487 members 
Mstep: Class 24 contains 160431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29423122.000000 Penalty: 28240.160156
Iteration 30Q: 15 clusters Score -2.942312e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 10 contains 11181 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 7732 members 
Mstep: Class 16 contains 9158 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 27314 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 160089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29423572.000000 Penalty: 28240.160156
Iteration 31Q: 15 clusters Score -2.942357e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 27729 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 159736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424222.000000 Penalty: 28240.160156
Iteration 32Q: 15 clusters Score -2.942422e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 3816 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 6991 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 28200 members 
Mstep: Class 23 contains 8887 members 
Mstep: Class 24 contains 159464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29424866.000000 Penalty: 28240.160156
Iteration 33Q: 15 clusters Score -2.942487e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 8034 members 
Mstep: Class 16 contains 7901 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 28682 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 159201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29425488.000000 Penalty: 28240.160156
Iteration 34Q: 15 clusters Score -2.942549e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 29176 members 
Mstep: Class 23 contains 9077 members 
Mstep: Class 24 contains 158962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29426406.000000 Penalty: 28240.160156
Iteration 35Q: 15 clusters Score -2.942641e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 10 contains 11006 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 7403 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 29648 members 
Mstep: Class 23 contains 9143 members 
Mstep: Class 24 contains 158671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29428338.000000 Penalty: 28240.160156
Iteration 36Q: 15 clusters Score -2.942834e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 29966 members 
Mstep: Class 23 contains 9188 members 
Mstep: Class 24 contains 158422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29429674.000000 Penalty: 28240.160156
Iteration 37Q: 15 clusters Score -2.942967e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 10 contains 10987 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8337 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 7716 members 
Mstep: Class 19 contains 414 members 
Mstep: Class 20 contains 30134 members 
Mstep: Class 23 contains 9235 members 
Mstep: Class 24 contains 158276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29430042.000000 Penalty: 28240.160156
Iteration 38Q: 15 clusters Score -2.943004e+07 nChanged 866
Entering ConstructFrom: 
Score: -29430042.000000 Penalty: 28240.160156
Entering ConstructFrom: 
Trying to split cluster 1 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -453000.437500 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -453000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -449767.281250 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -449767.3 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -450602.625000 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -450602.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -450726.218750 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -450726.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -450812.500000 Penalty: 2680.941895
	Iteration 3Q: 3 clusters Score -450812.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -450884.781250 Penalty: 2680.941895
	Iteration 4Q: 3 clusters Score -450884.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -450941.781250 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -450941.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -450983.343750 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -450983.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -451020.906250 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -451020.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -451047.281250 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -451047.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -451074.781250 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -451074.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -451104.156250 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -451104.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -451130.312500 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -451130.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -451151.625000 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -451151.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -451169.781250 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -451169.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -451188.343750 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -451188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -451207.437500 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -451207.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -451226.656250 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -451226.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -451250.750000 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -451250.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -451276.406250 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -451276.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -451303.250000 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -451303.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -451326.218750 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -451326.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -451343.593750 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -451343.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -451364.375000 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -451364.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -451389.937500 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -451389.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -451418.937500 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -451418.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -451451.625000 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -451451.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -451494.218750 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -451494.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -451539.437500 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -451539.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -451589.812500 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -451589.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -451624.562500 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -451624.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -451647.187500 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -451647.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -451669.843750 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -451669.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -451689.750000 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -451689.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -451706.218750 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -451706.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -451721.500000 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -451721.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -451734.000000 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -451734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -451742.406250 Penalty: 2680.941895
	Iteration 36Q: 3 clusters Score -451742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -451749.625000 Penalty: 2680.941895
	Iteration 37Q: 3 clusters Score -451749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -451757.593750 Penalty: 2680.941895
	Iteration 38Q: 3 clusters Score -451757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -451768.812500 Penalty: 2680.941895
	Iteration 39Q: 3 clusters Score -451768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -451780.437500 Penalty: 2680.941895
	Iteration 40F: 3 clusters Score -451780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -451789.781250 Penalty: 2680.941895
	Iteration 41Q: 3 clusters Score -451789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -451793.375000 Penalty: 2680.941895
	Iteration 42Q: 3 clusters Score -451793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -451796.031250 Penalty: 2680.941895
	Iteration 43Q: 3 clusters Score -451796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -451800.812500 Penalty: 2680.941895
	Iteration 44Q: 3 clusters Score -451800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -451805.625000 Penalty: 2680.941895
	Iteration 45Q: 3 clusters Score -451805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -451809.781250 Penalty: 2680.941895
	Iteration 46Q: 3 clusters Score -451809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -451817.562500 Penalty: 2680.941895
	Iteration 47Q: 3 clusters Score -451817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -451823.937500 Penalty: 2680.941895
	Iteration 48Q: 3 clusters Score -451823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -451825.562500 Penalty: 2680.941895
	Iteration 49Q: 3 clusters Score -451825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -451828.937500 Penalty: 2680.941895
	Iteration 50Q: 3 clusters Score -451828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -451829.625000 Penalty: 2680.941895
	Iteration 51Q: 3 clusters Score -451829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -451831.312500 Penalty: 2680.941895
	Iteration 52Q: 3 clusters Score -451831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -451832.625000 Penalty: 2680.941895
	Iteration 53Q: 3 clusters Score -451832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -451832.625000 Penalty: 2680.941895
	Iteration 54F: 3 clusters Score -451832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -264420.562500 Penalty: 1251.812134
	Iteration 0F: 2 clusters Score -264420.6 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 1104 members 
Entering Unmasked Estep 
Score: -262185.906250 Penalty: 2503.624268
	Iteration 0F: 3 clusters Score -262185.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262669.250000 Penalty: 2503.624268
	Iteration 1F: 3 clusters Score -262669.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262789.375000 Penalty: 2503.624268
	Iteration 2F: 3 clusters Score -262789.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262868.187500 Penalty: 2503.624268
	Iteration 3F: 3 clusters Score -262868.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -262922.062500 Penalty: 2503.624268
	Iteration 4Q: 3 clusters Score -262922.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -262954.375000 Penalty: 2503.624268
	Iteration 5Q: 3 clusters Score -262954.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262977.312500 Penalty: 2503.624268
	Iteration 6Q: 3 clusters Score -262977.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -262996.375000 Penalty: 2503.624268
	Iteration 7Q: 3 clusters Score -262996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263013.781250 Penalty: 2503.624268
	Iteration 8Q: 3 clusters Score -263013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -263031.500000 Penalty: 2503.624268
	Iteration 9Q: 3 clusters Score -263031.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -263047.093750 Penalty: 2503.624268
	Iteration 10Q: 3 clusters Score -263047.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -263061.656250 Penalty: 2503.624268
	Iteration 11Q: 3 clusters Score -263061.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263075.968750 Penalty: 2503.624268
	Iteration 12Q: 3 clusters Score -263076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -263088.906250 Penalty: 2503.624268
	Iteration 13Q: 3 clusters Score -263088.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -263113.406250 Penalty: 2503.624268
	Iteration 14Q: 3 clusters Score -263113.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -263140.625000 Penalty: 2503.624268
	Iteration 15Q: 3 clusters Score -263140.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263164.781250 Penalty: 2503.624268
	Iteration 16Q: 3 clusters Score -263164.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263182.812500 Penalty: 2503.624268
	Iteration 17Q: 3 clusters Score -263182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -263202.906250 Penalty: 2503.624268
	Iteration 18Q: 3 clusters Score -263202.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263227.406250 Penalty: 2503.624268
	Iteration 19Q: 3 clusters Score -263227.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -263256.562500 Penalty: 2503.624268
	Iteration 20F: 3 clusters Score -263256.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -263277.625000 Penalty: 2503.624268
	Iteration 21Q: 3 clusters Score -263277.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -263291.312500 Penalty: 2503.624268
	Iteration 22Q: 3 clusters Score -263291.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -263304.843750 Penalty: 2503.624268
	Iteration 23Q: 3 clusters Score -263304.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -263318.500000 Penalty: 2503.624268
	Iteration 24Q: 3 clusters Score -263318.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -263327.781250 Penalty: 2503.624268
	Iteration 25Q: 3 clusters Score -263327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -263334.250000 Penalty: 2503.624268
	Iteration 26Q: 3 clusters Score -263334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -263344.656250 Penalty: 2503.624268
	Iteration 27Q: 3 clusters Score -263344.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -263357.187500 Penalty: 2503.624268
	Iteration 28Q: 3 clusters Score -263357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -263364.437500 Penalty: 2503.624268
	Iteration 29Q: 3 clusters Score -263364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -263371.781250 Penalty: 2503.624268
	Iteration 30Q: 3 clusters Score -263371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -263381.781250 Penalty: 2503.624268
	Iteration 31Q: 3 clusters Score -263381.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -263392.718750 Penalty: 2503.624268
	Iteration 32Q: 3 clusters Score -263392.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -263404.218750 Penalty: 2503.624268
	Iteration 33Q: 3 clusters Score -263404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -263410.718750 Penalty: 2503.624268
	Iteration 34Q: 3 clusters Score -263410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -263417.593750 Penalty: 2503.624268
	Iteration 35Q: 3 clusters Score -263417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263422.656250 Penalty: 2503.624268
	Iteration 36Q: 3 clusters Score -263422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -263427.812500 Penalty: 2503.624268
	Iteration 37Q: 3 clusters Score -263427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -263435.000000 Penalty: 2503.624268
	Iteration 38Q: 3 clusters Score -263435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -263440.906250 Penalty: 2503.624268
	Iteration 39Q: 3 clusters Score -263440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -263445.343750 Penalty: 2503.624268
	Iteration 40F: 3 clusters Score -263445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -263451.125000 Penalty: 2503.624268
	Iteration 41Q: 3 clusters Score -263451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -263455.250000 Penalty: 2503.624268
	Iteration 42Q: 3 clusters Score -263455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -263456.968750 Penalty: 2503.624268
	Iteration 43Q: 3 clusters Score -263457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -263458.343750 Penalty: 2503.624268
	Iteration 44Q: 3 clusters Score -263458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263459.468750 Penalty: 2503.624268
	Iteration 45Q: 3 clusters Score -263459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -263460.250000 Penalty: 2503.624268
	Iteration 46Q: 3 clusters Score -263460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263460.437500 Penalty: 2503.624268
	Iteration 47Q: 3 clusters Score -263460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -263460.437500 Penalty: 2503.624268
	Iteration 48F: 3 clusters Score -263460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -382566.218750 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -382566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -379704.812500 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -379704.8 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380457.593750 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -380457.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -380579.968750 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -380580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380650.718750 Penalty: 2626.579834
	Iteration 3Q: 3 clusters Score -380650.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -380708.687500 Penalty: 2626.579834
	Iteration 4Q: 3 clusters Score -380708.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -380756.656250 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -380756.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -380809.625000 Penalty: 2626.579834
	Iteration 6Q: 3 clusters Score -380809.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -380871.156250 Penalty: 2626.579834
	Iteration 7Q: 3 clusters Score -380871.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380926.156250 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -380926.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -380988.687500 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -380988.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -381053.468750 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -381053.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -381116.750000 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -381116.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -381182.687500 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -381182.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -381243.937500 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -381243.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -381298.937500 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -381298.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381340.625000 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -381340.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -381363.937500 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -381363.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -381380.531250 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -381380.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -381402.281250 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -381402.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -381421.406250 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -381421.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -381436.187500 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -381436.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -381457.000000 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -381457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -381465.750000 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -381465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -381473.125000 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -381473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -381477.625000 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -381477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381489.531250 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -381489.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381501.562500 Penalty: 2626.579834
	Iteration 26Q: 3 clusters Score -381501.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -381512.718750 Penalty: 2626.579834
	Iteration 27Q: 3 clusters Score -381512.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381518.781250 Penalty: 2626.579834
	Iteration 28Q: 3 clusters Score -381518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -381526.000000 Penalty: 2626.579834
	Iteration 29Q: 3 clusters Score -381526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -381532.093750 Penalty: 2626.579834
	Iteration 30Q: 3 clusters Score -381532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -381536.593750 Penalty: 2626.579834
	Iteration 31Q: 3 clusters Score -381536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -381539.875000 Penalty: 2626.579834
	Iteration 32Q: 3 clusters Score -381539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -381541.937500 Penalty: 2626.579834
	Iteration 33Q: 3 clusters Score -381541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -381544.218750 Penalty: 2626.579834
	Iteration 34Q: 3 clusters Score -381544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -381544.656250 Penalty: 2626.579834
	Iteration 35Q: 3 clusters Score -381544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -381545.500000 Penalty: 2626.579834
	Iteration 36Q: 3 clusters Score -381545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -381546.437500 Penalty: 2626.579834
	Iteration 37Q: 3 clusters Score -381546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -381548.437500 Penalty: 2626.579834
	Iteration 38Q: 3 clusters Score -381548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -381550.312500 Penalty: 2626.579834
	Iteration 39Q: 3 clusters Score -381550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -381553.031250 Penalty: 2626.579834
	Iteration 40F: 3 clusters Score -381553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -381554.562500 Penalty: 2626.579834
	Iteration 41Q: 3 clusters Score -381554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -381555.750000 Penalty: 2626.579834
	Iteration 42Q: 3 clusters Score -381555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -381556.656250 Penalty: 2626.579834
	Iteration 43Q: 3 clusters Score -381556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -381556.843750 Penalty: 2626.579834
	Iteration 44Q: 3 clusters Score -381556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -381557.093750 Penalty: 2626.579834
	Iteration 45Q: 3 clusters Score -381557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -381557.125000 Penalty: 2626.579834
	Iteration 46Q: 3 clusters Score -381557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -381557.125000 Penalty: 2626.579834
	Iteration 47F: 3 clusters Score -381557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -364167.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -364167.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -361335.406250 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -361335.4 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -362097.093750 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -362097.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -362276.406250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -362276.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -362392.625000 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -362392.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -362466.500000 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -362466.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362518.687500 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -362518.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -362572.625000 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -362572.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -362605.531250 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -362605.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -362630.406250 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -362630.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -362654.250000 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -362654.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -362667.250000 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -362667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -362673.531250 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -362673.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -362677.875000 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -362677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -362680.343750 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -362680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -362684.562500 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -362684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -362686.687500 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -362686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -362689.906250 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -362689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -362691.187500 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -362691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -362694.812500 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -362694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -362696.812500 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -362696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -362699.656250 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -362699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -362702.125000 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -362702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -362703.531250 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -362703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -362704.312500 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -362704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -362705.187500 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -362705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -362705.625000 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -362705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -362705.656250 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -362705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -362706.968750 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -362707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -362707.468750 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -362707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -362707.937500 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -362707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -362709.125000 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -362709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -362709.125000 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -362709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -362709.656250 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -362709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -362709.656250 Penalty: 2626.177979
	Iteration 33F: 3 clusters Score -362709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -1361591.625000 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -1361592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1353799.000000 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -1353799 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1356255.500000 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -1356256 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1356490.125000 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -1356490 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1356653.375000 Penalty: 3024.365967
	Iteration 3Q: 3 clusters Score -1356653 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1356777.125000 Penalty: 3024.365967
	Iteration 4Q: 3 clusters Score -1356777 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1356869.375000 Penalty: 3024.365967
	Iteration 5Q: 3 clusters Score -1356869 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1356969.250000 Penalty: 3024.365967
	Iteration 6Q: 3 clusters Score -1356969 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1357074.625000 Penalty: 3024.365967
	Iteration 7Q: 3 clusters Score -1357075 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1357197.375000 Penalty: 3024.365967
	Iteration 8Q: 3 clusters Score -1357197 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1357385.375000 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -1357385 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1357611.125000 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -1357611 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1357919.500000 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -1357920 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1358345.875000 Penalty: 3024.365967
	Iteration 12F: 3 clusters Score -1358346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1358796.125000 Penalty: 3024.365967
	Iteration 13F: 3 clusters Score -1358796 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1359219.125000 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -1359219 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1359563.375000 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -1359563 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1359800.250000 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -1359800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1359962.750000 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -1359963 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1360059.750000 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -1360060 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1360129.375000 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -1360129 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1360170.125000 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -1360170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1360210.750000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -1360211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1360228.625000 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -1360229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1360248.875000 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -1360249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1360260.250000 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -1360260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1360274.625000 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -1360275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1360289.375000 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -1360289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1360292.500000 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -1360292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1360296.375000 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -1360296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1360302.625000 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -1360303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1360307.250000 Penalty: 3024.365967
	Iteration 30Q: 3 clusters Score -1360307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1360313.500000 Penalty: 3024.365967
	Iteration 31Q: 3 clusters Score -1360314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1360317.875000 Penalty: 3024.365967
	Iteration 32Q: 3 clusters Score -1360318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1360320.500000 Penalty: 3024.365967
	Iteration 33Q: 3 clusters Score -1360320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1360323.875000 Penalty: 3024.365967
	Iteration 34Q: 3 clusters Score -1360324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1360322.875000 Penalty: 3024.365967
	Iteration 35Q: 3 clusters Score -1360323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1360325.250000 Penalty: 3024.365967
	Iteration 36Q: 3 clusters Score -1360325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1360332.250000 Penalty: 3024.365967
	Iteration 37Q: 3 clusters Score -1360332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1360336.125000 Penalty: 3024.365967
	Iteration 38Q: 3 clusters Score -1360336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1360338.875000 Penalty: 3024.365967
	Iteration 39Q: 3 clusters Score -1360339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1360342.250000 Penalty: 3024.365967
	Iteration 40F: 3 clusters Score -1360342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1360342.000000 Penalty: 3024.365967
	Iteration 41Q: 3 clusters Score -1360342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1360342.375000 Penalty: 3024.365967
	Iteration 42Q: 3 clusters Score -1360342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1360342.125000 Penalty: 3024.365967
	Iteration 43Q: 3 clusters Score -1360342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1360342.125000 Penalty: 3024.365967
	Iteration 44Q: 3 clusters Score -1360342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1360342.375000 Penalty: 3024.365967
	Iteration 45Q: 3 clusters Score -1360342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1360342.375000 Penalty: 3024.365967
	Iteration 46Q: 3 clusters Score -1360342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1360345.500000 Penalty: 3024.365967
	Iteration 47Q: 3 clusters Score -1360346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1360347.625000 Penalty: 3024.365967
	Iteration 48Q: 3 clusters Score -1360348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1360349.000000 Penalty: 3024.365967
	Iteration 49Q: 3 clusters Score -1360349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1360351.750000 Penalty: 3024.365967
	Iteration 50Q: 3 clusters Score -1360352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1360353.750000 Penalty: 3024.365967
	Iteration 51Q: 3 clusters Score -1360354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1360354.625000 Penalty: 3024.365967
	Iteration 52Q: 3 clusters Score -1360355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1360354.625000 Penalty: 3024.365967
	Iteration 53F: 3 clusters Score -1360355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -37114.386719 Penalty: 961.820251
	Iteration 0F: 2 clusters Score -37114.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36214.660156 Penalty: 1923.640503
	Iteration 0F: 3 clusters Score -36214.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36377.968750 Penalty: 1923.640503
	Iteration 1F: 3 clusters Score -36377.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36457.437500 Penalty: 1923.640503
	Iteration 2F: 3 clusters Score -36457.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36496.699219 Penalty: 1923.640503
	Iteration 3Q: 3 clusters Score -36496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36549.417969 Penalty: 1923.640503
	Iteration 4Q: 3 clusters Score -36549.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36584.726562 Penalty: 1923.640503
	Iteration 5Q: 3 clusters Score -36584.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36595.480469 Penalty: 1923.640503
	Iteration 6Q: 3 clusters Score -36595.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36607.472656 Penalty: 1923.640503
	Iteration 7Q: 3 clusters Score -36607.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36616.468750 Penalty: 1923.640503
	Iteration 8Q: 3 clusters Score -36616.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36619.160156 Penalty: 1923.640503
	Iteration 9Q: 3 clusters Score -36619.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36619.160156 Penalty: 1923.640503
	Iteration 10F: 3 clusters Score -36619.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Entering Unmasked Estep 
Score: -1035762.812500 Penalty: 1468.289917
	Iteration 0F: 2 clusters Score -1035763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1029622.125000 Penalty: 2936.579834
	Iteration 0F: 3 clusters Score -1029622 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1031812.625000 Penalty: 2936.579834
	Iteration 1F: 3 clusters Score -1031813 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1032129.000000 Penalty: 2936.579834
	Iteration 2F: 3 clusters Score -1032129 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1032413.625000 Penalty: 2936.579834
	Iteration 3F: 3 clusters Score -1032414 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1032634.625000 Penalty: 2936.579834
	Iteration 4Q: 3 clusters Score -1032635 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1032849.812500 Penalty: 2936.579834
	Iteration 5Q: 3 clusters Score -1032850 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1033061.000000 Penalty: 2936.579834
	Iteration 6Q: 3 clusters Score -1033061 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1033271.875000 Penalty: 2936.579834
	Iteration 7Q: 3 clusters Score -1033272 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1033461.375000 Penalty: 2936.579834
	Iteration 8Q: 3 clusters Score -1033461 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1033606.250000 Penalty: 2936.579834
	Iteration 9Q: 3 clusters Score -1033606 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1033730.812500 Penalty: 2936.579834
	Iteration 10Q: 3 clusters Score -1033731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1033816.250000 Penalty: 2936.579834
	Iteration 11Q: 3 clusters Score -1033816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1033894.625000 Penalty: 2936.579834
	Iteration 12Q: 3 clusters Score -1033895 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1033961.500000 Penalty: 2936.579834
	Iteration 13Q: 3 clusters Score -1033962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1034024.187500 Penalty: 2936.579834
	Iteration 14Q: 3 clusters Score -1034024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1034078.187500 Penalty: 2936.579834
	Iteration 15Q: 3 clusters Score -1034078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1034123.625000 Penalty: 2936.579834
	Iteration 16Q: 3 clusters Score -1034124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1034150.250000 Penalty: 2936.579834
	Iteration 17Q: 3 clusters Score -1034150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1034174.500000 Penalty: 2936.579834
	Iteration 18Q: 3 clusters Score -1034174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1034190.875000 Penalty: 2936.579834
	Iteration 19Q: 3 clusters Score -1034191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1034215.812500 Penalty: 2936.579834
	Iteration 20F: 3 clusters Score -1034216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1034237.000000 Penalty: 2936.579834
	Iteration 21Q: 3 clusters Score -1034237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1034251.562500 Penalty: 2936.579834
	Iteration 22Q: 3 clusters Score -1034252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1034267.125000 Penalty: 2936.579834
	Iteration 23Q: 3 clusters Score -1034267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1034281.187500 Penalty: 2936.579834
	Iteration 24Q: 3 clusters Score -1034281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1034294.812500 Penalty: 2936.579834
	Iteration 25Q: 3 clusters Score -1034295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1034311.625000 Penalty: 2936.579834
	Iteration 26Q: 3 clusters Score -1034312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1034326.750000 Penalty: 2936.579834
	Iteration 27Q: 3 clusters Score -1034327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1034338.562500 Penalty: 2936.579834
	Iteration 28Q: 3 clusters Score -1034339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1034346.875000 Penalty: 2936.579834
	Iteration 29Q: 3 clusters Score -1034347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1034355.187500 Penalty: 2936.579834
	Iteration 30Q: 3 clusters Score -1034355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1034361.187500 Penalty: 2936.579834
	Iteration 31Q: 3 clusters Score -1034361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1034366.687500 Penalty: 2936.579834
	Iteration 32Q: 3 clusters Score -1034367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1034374.625000 Penalty: 2936.579834
	Iteration 33Q: 3 clusters Score -1034375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1034376.625000 Penalty: 2936.579834
	Iteration 34Q: 3 clusters Score -1034377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1034382.125000 Penalty: 2936.579834
	Iteration 35Q: 3 clusters Score -1034382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1034388.562500 Penalty: 2936.579834
	Iteration 36Q: 3 clusters Score -1034389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1034397.125000 Penalty: 2936.579834
	Iteration 37Q: 3 clusters Score -1034397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1034402.750000 Penalty: 2936.579834
	Iteration 38Q: 3 clusters Score -1034403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1034409.000000 Penalty: 2936.579834
	Iteration 39Q: 3 clusters Score -1034409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1034415.000000 Penalty: 2936.579834
	Iteration 40F: 3 clusters Score -1034415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1034418.312500 Penalty: 2936.579834
	Iteration 41Q: 3 clusters Score -1034418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1034420.937500 Penalty: 2936.579834
	Iteration 42Q: 3 clusters Score -1034421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1034424.562500 Penalty: 2936.579834
	Iteration 43Q: 3 clusters Score -1034425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1034425.375000 Penalty: 2936.579834
	Iteration 44Q: 3 clusters Score -1034425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1034430.250000 Penalty: 2936.579834
	Iteration 45Q: 3 clusters Score -1034430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1034429.375000 Penalty: 2936.579834
	Iteration 46Q: 3 clusters Score -1034429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1034431.500000 Penalty: 2936.579834
	Iteration 47Q: 3 clusters Score -1034432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1034432.500000 Penalty: 2936.579834
	Iteration 48Q: 3 clusters Score -1034432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1034434.375000 Penalty: 2936.579834
	Iteration 49Q: 3 clusters Score -1034434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1034433.812500 Penalty: 2936.579834
	Iteration 50Q: 3 clusters Score -1034434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1034434.500000 Penalty: 2936.579834
	Iteration 51Q: 3 clusters Score -1034434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1034434.500000 Penalty: 2936.579834
	Iteration 52F: 3 clusters Score -1034434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -797917.437500 Penalty: 1426.051758
	Iteration 0F: 2 clusters Score -797917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -792947.312500 Penalty: 2852.103516
	Iteration 0F: 3 clusters Score -792947.3 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -794427.625000 Penalty: 2852.103516
	Iteration 1F: 3 clusters Score -794427.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -794682.000000 Penalty: 2852.103516
	Iteration 2F: 3 clusters Score -794682 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -794901.937500 Penalty: 2852.103516
	Iteration 3F: 3 clusters Score -794901.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -795090.062500 Penalty: 2852.103516
	Iteration 4F: 3 clusters Score -795090.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -795249.812500 Penalty: 2852.103516
	Iteration 5Q: 3 clusters Score -795249.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -795376.937500 Penalty: 2852.103516
	Iteration 6Q: 3 clusters Score -795376.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -795508.875000 Penalty: 2852.103516
	Iteration 7Q: 3 clusters Score -795508.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -795619.875000 Penalty: 2852.103516
	Iteration 8Q: 3 clusters Score -795619.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -795733.937500 Penalty: 2852.103516
	Iteration 9Q: 3 clusters Score -795733.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -795845.125000 Penalty: 2852.103516
	Iteration 10Q: 3 clusters Score -795845.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -795942.687500 Penalty: 2852.103516
	Iteration 11Q: 3 clusters Score -795942.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -796035.687500 Penalty: 2852.103516
	Iteration 12Q: 3 clusters Score -796035.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -796112.500000 Penalty: 2852.103516
	Iteration 13Q: 3 clusters Score -796112.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -796173.625000 Penalty: 2852.103516
	Iteration 14Q: 3 clusters Score -796173.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -796222.000000 Penalty: 2852.103516
	Iteration 15Q: 3 clusters Score -796222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -796255.812500 Penalty: 2852.103516
	Iteration 16Q: 3 clusters Score -796255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -796279.875000 Penalty: 2852.103516
	Iteration 17Q: 3 clusters Score -796279.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -796297.312500 Penalty: 2852.103516
	Iteration 18Q: 3 clusters Score -796297.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -796306.625000 Penalty: 2852.103516
	Iteration 19Q: 3 clusters Score -796306.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -796315.062500 Penalty: 2852.103516
	Iteration 20F: 3 clusters Score -796315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -796323.062500 Penalty: 2852.103516
	Iteration 21Q: 3 clusters Score -796323.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -796329.562500 Penalty: 2852.103516
	Iteration 22Q: 3 clusters Score -796329.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -796332.875000 Penalty: 2852.103516
	Iteration 23Q: 3 clusters Score -796332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -796335.250000 Penalty: 2852.103516
	Iteration 24Q: 3 clusters Score -796335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -796337.625000 Penalty: 2852.103516
	Iteration 25Q: 3 clusters Score -796337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -796338.375000 Penalty: 2852.103516
	Iteration 26Q: 3 clusters Score -796338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -796339.000000 Penalty: 2852.103516
	Iteration 27Q: 3 clusters Score -796339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -796340.750000 Penalty: 2852.103516
	Iteration 28Q: 3 clusters Score -796340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -796341.000000 Penalty: 2852.103516
	Iteration 29Q: 3 clusters Score -796341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -796341.937500 Penalty: 2852.103516
	Iteration 30Q: 3 clusters Score -796341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -796342.375000 Penalty: 2852.103516
	Iteration 31Q: 3 clusters Score -796342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -796342.312500 Penalty: 2852.103516
	Iteration 32Q: 3 clusters Score -796342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -796343.500000 Penalty: 2852.103516
	Iteration 33Q: 3 clusters Score -796343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -796344.312500 Penalty: 2852.103516
	Iteration 34Q: 3 clusters Score -796344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -796343.312500 Penalty: 2852.103516
	Iteration 35Q: 3 clusters Score -796343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -796343.312500 Penalty: 2852.103516
	Iteration 36F: 3 clusters Score -796343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -162825.578125 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -162825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161108.531250 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -161108.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161448.375000 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -161448.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -161528.453125 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -161528.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161579.328125 Penalty: 2358.754883
	Iteration 3Q: 3 clusters Score -161579.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161607.125000 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -161607.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -161627.015625 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -161627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161643.718750 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -161643.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161655.593750 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -161655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161663.875000 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -161663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161668.031250 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -161668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161669.968750 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -161670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161672.109375 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -161672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161674.609375 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -161674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161675.296875 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -161675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161676.015625 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -161676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161676.640625 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -161676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161676.640625 Penalty: 2358.754883
	Iteration 16F: 3 clusters Score -161676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Entering Unmasked Estep 
Score: -927144.000000 Penalty: 1457.881104
	Iteration 0F: 2 clusters Score -927144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -921299.687500 Penalty: 2915.762207
	Iteration 0F: 3 clusters Score -921299.7 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -923015.187500 Penalty: 2915.762207
	Iteration 1F: 3 clusters Score -923015.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -923219.625000 Penalty: 2915.762207
	Iteration 2F: 3 clusters Score -923219.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -923367.125000 Penalty: 2915.762207
	Iteration 3Q: 3 clusters Score -923367.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -923482.750000 Penalty: 2915.762207
	Iteration 4Q: 3 clusters Score -923482.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -923596.000000 Penalty: 2915.762207
	Iteration 5Q: 3 clusters Score -923596 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -923691.312500 Penalty: 2915.762207
	Iteration 6Q: 3 clusters Score -923691.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -923766.000000 Penalty: 2915.762207
	Iteration 7Q: 3 clusters Score -923766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -923834.750000 Penalty: 2915.762207
	Iteration 8Q: 3 clusters Score -923834.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -923884.687500 Penalty: 2915.762207
	Iteration 9Q: 3 clusters Score -923884.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -923936.875000 Penalty: 2915.762207
	Iteration 10Q: 3 clusters Score -923936.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -923995.437500 Penalty: 2915.762207
	Iteration 11Q: 3 clusters Score -923995.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -924061.437500 Penalty: 2915.762207
	Iteration 12Q: 3 clusters Score -924061.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -924139.750000 Penalty: 2915.762207
	Iteration 13Q: 3 clusters Score -924139.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -924201.937500 Penalty: 2915.762207
	Iteration 14Q: 3 clusters Score -924201.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -924276.437500 Penalty: 2915.762207
	Iteration 15Q: 3 clusters Score -924276.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -924351.937500 Penalty: 2915.762207
	Iteration 16Q: 3 clusters Score -924351.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -924455.937500 Penalty: 2915.762207
	Iteration 17Q: 3 clusters Score -924455.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -924577.937500 Penalty: 2915.762207
	Iteration 18Q: 3 clusters Score -924577.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -924688.375000 Penalty: 2915.762207
	Iteration 19Q: 3 clusters Score -924688.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -924784.937500 Penalty: 2915.762207
	Iteration 20F: 3 clusters Score -924784.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -924841.125000 Penalty: 2915.762207
	Iteration 21Q: 3 clusters Score -924841.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -924878.625000 Penalty: 2915.762207
	Iteration 22Q: 3 clusters Score -924878.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -924916.750000 Penalty: 2915.762207
	Iteration 23Q: 3 clusters Score -924916.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -924954.250000 Penalty: 2915.762207
	Iteration 24Q: 3 clusters Score -924954.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -924992.875000 Penalty: 2915.762207
	Iteration 25Q: 3 clusters Score -924992.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -925043.500000 Penalty: 2915.762207
	Iteration 26Q: 3 clusters Score -925043.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -925095.375000 Penalty: 2915.762207
	Iteration 27Q: 3 clusters Score -925095.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -925147.687500 Penalty: 2915.762207
	Iteration 28Q: 3 clusters Score -925147.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -925188.625000 Penalty: 2915.762207
	Iteration 29Q: 3 clusters Score -925188.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -925221.187500 Penalty: 2915.762207
	Iteration 30Q: 3 clusters Score -925221.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -925256.062500 Penalty: 2915.762207
	Iteration 31Q: 3 clusters Score -925256.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -925290.000000 Penalty: 2915.762207
	Iteration 32Q: 3 clusters Score -925290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -925331.937500 Penalty: 2915.762207
	Iteration 33Q: 3 clusters Score -925331.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -925378.375000 Penalty: 2915.762207
	Iteration 34Q: 3 clusters Score -925378.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -925421.375000 Penalty: 2915.762207
	Iteration 35Q: 3 clusters Score -925421.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -925456.312500 Penalty: 2915.762207
	Iteration 36Q: 3 clusters Score -925456.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -925487.250000 Penalty: 2915.762207
	Iteration 37Q: 3 clusters Score -925487.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -925523.625000 Penalty: 2915.762207
	Iteration 38Q: 3 clusters Score -925523.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -925552.562500 Penalty: 2915.762207
	Iteration 39Q: 3 clusters Score -925552.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -925571.312500 Penalty: 2915.762207
	Iteration 40F: 3 clusters Score -925571.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -925592.562500 Penalty: 2915.762207
	Iteration 41Q: 3 clusters Score -925592.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -925616.250000 Penalty: 2915.762207
	Iteration 42Q: 3 clusters Score -925616.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -925642.687500 Penalty: 2915.762207
	Iteration 43Q: 3 clusters Score -925642.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -925666.562500 Penalty: 2915.762207
	Iteration 44Q: 3 clusters Score -925666.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -925687.187500 Penalty: 2915.762207
	Iteration 45Q: 3 clusters Score -925687.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -925704.250000 Penalty: 2915.762207
	Iteration 46Q: 3 clusters Score -925704.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -925713.625000 Penalty: 2915.762207
	Iteration 47Q: 3 clusters Score -925713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -925725.187500 Penalty: 2915.762207
	Iteration 48Q: 3 clusters Score -925725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -925737.687500 Penalty: 2915.762207
	Iteration 49Q: 3 clusters Score -925737.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -925745.750000 Penalty: 2915.762207
	Iteration 50Q: 3 clusters Score -925745.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -925756.375000 Penalty: 2915.762207
	Iteration 51Q: 3 clusters Score -925756.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -925772.250000 Penalty: 2915.762207
	Iteration 52Q: 3 clusters Score -925772.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -925786.937500 Penalty: 2915.762207
	Iteration 53Q: 3 clusters Score -925786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -925801.375000 Penalty: 2915.762207
	Iteration 54Q: 3 clusters Score -925801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -925818.500000 Penalty: 2915.762207
	Iteration 55Q: 3 clusters Score -925818.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -925837.562500 Penalty: 2915.762207
	Iteration 56Q: 3 clusters Score -925837.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -925852.062500 Penalty: 2915.762207
	Iteration 57Q: 3 clusters Score -925852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -925861.062500 Penalty: 2915.762207
	Iteration 58Q: 3 clusters Score -925861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -925871.062500 Penalty: 2915.762207
	Iteration 59Q: 3 clusters Score -925871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -925877.875000 Penalty: 2915.762207
	Iteration 60F: 3 clusters Score -925877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -925883.250000 Penalty: 2915.762207
	Iteration 61Q: 3 clusters Score -925883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -925884.312500 Penalty: 2915.762207
	Iteration 62Q: 3 clusters Score -925884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -925885.812500 Penalty: 2915.762207
	Iteration 63Q: 3 clusters Score -925885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -925887.000000 Penalty: 2915.762207
	Iteration 64Q: 3 clusters Score -925887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -925887.937500 Penalty: 2915.762207
	Iteration 65Q: 3 clusters Score -925887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -925890.375000 Penalty: 2915.762207
	Iteration 66Q: 3 clusters Score -925890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -925895.812500 Penalty: 2915.762207
	Iteration 67Q: 3 clusters Score -925895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -925902.500000 Penalty: 2915.762207
	Iteration 68Q: 3 clusters Score -925902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -925911.187500 Penalty: 2915.762207
	Iteration 69Q: 3 clusters Score -925911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -925916.375000 Penalty: 2915.762207
	Iteration 70Q: 3 clusters Score -925916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -925920.187500 Penalty: 2915.762207
	Iteration 71Q: 3 clusters Score -925920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -925922.062500 Penalty: 2915.762207
	Iteration 72Q: 3 clusters Score -925922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -925924.187500 Penalty: 2915.762207
	Iteration 73Q: 3 clusters Score -925924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -925925.750000 Penalty: 2915.762207
	Iteration 74Q: 3 clusters Score -925925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -925931.062500 Penalty: 2915.762207
	Iteration 75Q: 3 clusters Score -925931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -925938.187500 Penalty: 2915.762207
	Iteration 76Q: 3 clusters Score -925938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -925940.375000 Penalty: 2915.762207
	Iteration 77Q: 3 clusters Score -925940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -925942.375000 Penalty: 2915.762207
	Iteration 78Q: 3 clusters Score -925942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -925944.500000 Penalty: 2915.762207
	Iteration 79Q: 3 clusters Score -925944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -925944.500000 Penalty: 2915.762207
	Iteration 80F: 3 clusters Score -925944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -56537.566406 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -56537.57 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 225 members 
Entering Unmasked Estep 
Score: -55621.523438 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -55621.52 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56439.261719 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -56439.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57812.027344 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -57812.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -59262.898438 Penalty: 1958.406494
	Iteration 3F: 3 clusters Score -59262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -59419.199219 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -59419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -59429.617188 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -59429.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -59435.515625 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -59435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -59435.515625 Penalty: 1958.406494
	Iteration 7F: 3 clusters Score -59435.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 30249 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 158077 members 
Entering Unmasked Estep 
Score: -29432078.000000 Penalty: 30257.314453
Splitting cluster 19 changes total score from -29430042.000000 to -29432078.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 20 (30249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Entering Unmasked Estep 
Score: -3661152.500000 Penalty: 1676.548096
	Iteration 0F: 2 clusters Score -3661152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3640652.250000 Penalty: 3353.096191
	Iteration 0F: 3 clusters Score -3640652 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3649008.250000 Penalty: 3353.096191
	Iteration 1F: 3 clusters Score -3649008 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3649892.500000 Penalty: 3353.096191
	Iteration 2F: 3 clusters Score -3649892 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3651191.750000 Penalty: 3353.096191
	Iteration 3F: 3 clusters Score -3651192 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3653243.250000 Penalty: 3353.096191
	Iteration 4F: 3 clusters Score -3653243 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3656125.000000 Penalty: 3353.096191
	Iteration 5F: 3 clusters Score -3656125 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3658879.250000 Penalty: 3353.096191
	Iteration 6F: 3 clusters Score -3658879 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3660582.750000 Penalty: 3353.096191
	Iteration 7F: 3 clusters Score -3660583 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3661353.250000 Penalty: 3353.096191
	Iteration 8Q: 3 clusters Score -3661353 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3661683.000000 Penalty: 3353.096191
	Iteration 9Q: 3 clusters Score -3661683 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3661895.750000 Penalty: 3353.096191
	Iteration 10Q: 3 clusters Score -3661896 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3662056.500000 Penalty: 3353.096191
	Iteration 11Q: 3 clusters Score -3662056 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3662187.000000 Penalty: 3353.096191
	Iteration 12Q: 3 clusters Score -3662187 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3662268.750000 Penalty: 3353.096191
	Iteration 13Q: 3 clusters Score -3662269 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3662330.500000 Penalty: 3353.096191
	Iteration 14Q: 3 clusters Score -3662330 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3662382.750000 Penalty: 3353.096191
	Iteration 15Q: 3 clusters Score -3662383 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3662411.250000 Penalty: 3353.096191
	Iteration 16Q: 3 clusters Score -3662411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3662418.000000 Penalty: 3353.096191
	Iteration 17Q: 3 clusters Score -3662418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3662430.750000 Penalty: 3353.096191
	Iteration 18Q: 3 clusters Score -3662431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3662440.500000 Penalty: 3353.096191
	Iteration 19Q: 3 clusters Score -3662440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3662444.250000 Penalty: 3353.096191
	Iteration 20F: 3 clusters Score -3662444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3662459.750000 Penalty: 3353.096191
	Iteration 21Q: 3 clusters Score -3662460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3662462.750000 Penalty: 3353.096191
	Iteration 22Q: 3 clusters Score -3662463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3662480.250000 Penalty: 3353.096191
	Iteration 23Q: 3 clusters Score -3662480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3662483.500000 Penalty: 3353.096191
	Iteration 24Q: 3 clusters Score -3662484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3662501.000000 Penalty: 3353.096191
	Iteration 25Q: 3 clusters Score -3662501 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3662514.500000 Penalty: 3353.096191
	Iteration 26Q: 3 clusters Score -3662514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3662522.250000 Penalty: 3353.096191
	Iteration 27Q: 3 clusters Score -3662522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3662541.750000 Penalty: 3353.096191
	Iteration 28Q: 3 clusters Score -3662542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3662546.750000 Penalty: 3353.096191
	Iteration 29Q: 3 clusters Score -3662547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3662564.000000 Penalty: 3353.096191
	Iteration 30Q: 3 clusters Score -3662564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3662587.250000 Penalty: 3353.096191
	Iteration 31Q: 3 clusters Score -3662587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3662644.500000 Penalty: 3353.096191
	Iteration 32Q: 3 clusters Score -3662644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3662674.500000 Penalty: 3353.096191
	Iteration 33Q: 3 clusters Score -3662674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3662710.250000 Penalty: 3353.096191
	Iteration 34Q: 3 clusters Score -3662710 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3662753.000000 Penalty: 3353.096191
	Iteration 35Q: 3 clusters Score -3662753 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3662789.750000 Penalty: 3353.096191
	Iteration 36Q: 3 clusters Score -3662790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3662821.250000 Penalty: 3353.096191
	Iteration 37Q: 3 clusters Score -3662821 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3662847.000000 Penalty: 3353.096191
	Iteration 38Q: 3 clusters Score -3662847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3662856.750000 Penalty: 3353.096191
	Iteration 39Q: 3 clusters Score -3662857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3662865.000000 Penalty: 3353.096191
	Iteration 40F: 3 clusters Score -3662865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3662870.250000 Penalty: 3353.096191
	Iteration 41Q: 3 clusters Score -3662870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3662881.500000 Penalty: 3353.096191
	Iteration 42Q: 3 clusters Score -3662882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3662875.750000 Penalty: 3353.096191
	Iteration 43Q: 3 clusters Score -3662876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3662889.500000 Penalty: 3353.096191
	Iteration 44Q: 3 clusters Score -3662890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3662900.250000 Penalty: 3353.096191
	Iteration 45Q: 3 clusters Score -3662900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3662904.500000 Penalty: 3353.096191
	Iteration 46Q: 3 clusters Score -3662904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3662898.500000 Penalty: 3353.096191
	Iteration 47Q: 3 clusters Score -3662898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3662911.250000 Penalty: 3353.096191
	Iteration 48Q: 3 clusters Score -3662911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3662905.500000 Penalty: 3353.096191
	Iteration 49Q: 3 clusters Score -3662906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3662912.750000 Penalty: 3353.096191
	Iteration 50Q: 3 clusters Score -3662913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3662923.000000 Penalty: 3353.096191
	Iteration 51Q: 3 clusters Score -3662923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3662929.500000 Penalty: 3353.096191
	Iteration 52Q: 3 clusters Score -3662930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3662936.750000 Penalty: 3353.096191
	Iteration 53Q: 3 clusters Score -3662937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3662930.750000 Penalty: 3353.096191
	Iteration 54Q: 3 clusters Score -3662931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3662926.000000 Penalty: 3353.096191
	Iteration 55Q: 3 clusters Score -3662926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3662924.000000 Penalty: 3353.096191
	Iteration 56Q: 3 clusters Score -3662924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3662927.250000 Penalty: 3353.096191
	Iteration 57Q: 3 clusters Score -3662927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3662928.250000 Penalty: 3353.096191
	Iteration 58Q: 3 clusters Score -3662928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3662933.000000 Penalty: 3353.096191
	Iteration 59Q: 3 clusters Score -3662933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3662927.500000 Penalty: 3353.096191
	Iteration 60F: 3 clusters Score -3662928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3662928.250000 Penalty: 3353.096191
	Iteration 61Q: 3 clusters Score -3662928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3662926.250000 Penalty: 3353.096191
	Iteration 62Q: 3 clusters Score -3662926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3662931.000000 Penalty: 3353.096191
	Iteration 63Q: 3 clusters Score -3662931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3662932.000000 Penalty: 3353.096191
	Iteration 64Q: 3 clusters Score -3662932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3662934.000000 Penalty: 3353.096191
	Iteration 65Q: 3 clusters Score -3662934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3662936.500000 Penalty: 3353.096191
	Iteration 66Q: 3 clusters Score -3662936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3662933.000000 Penalty: 3353.096191
	Iteration 67Q: 3 clusters Score -3662933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3662931.750000 Penalty: 3353.096191
	Iteration 68Q: 3 clusters Score -3662932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3662930.750000 Penalty: 3353.096191
	Iteration 69Q: 3 clusters Score -3662931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3662930.500000 Penalty: 3353.096191
	Iteration 70Q: 3 clusters Score -3662930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3662930.500000 Penalty: 3353.096191
	Iteration 71F: 3 clusters Score -3662930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 12707 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 158077 members 
Entering Unmasked Estep 
Score: -29433550.000000 Penalty: 32274.470703
Splitting cluster 20 changes total score from -29430042.000000 to -29433550.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 23 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -1130793.750000 Penalty: 1484.029175
	Iteration 0F: 2 clusters Score -1130794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1124153.625000 Penalty: 2968.058350
	Iteration 0F: 3 clusters Score -1124154 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1126269.250000 Penalty: 2968.058350
	Iteration 1F: 3 clusters Score -1126269 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1126440.125000 Penalty: 2968.058350
	Iteration 2F: 3 clusters Score -1126440 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1126555.125000 Penalty: 2968.058350
	Iteration 3Q: 3 clusters Score -1126555 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1126619.500000 Penalty: 2968.058350
	Iteration 4Q: 3 clusters Score -1126620 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1126666.875000 Penalty: 2968.058350
	Iteration 5Q: 3 clusters Score -1126667 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1126713.000000 Penalty: 2968.058350
	Iteration 6Q: 3 clusters Score -1126713 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1126741.375000 Penalty: 2968.058350
	Iteration 7Q: 3 clusters Score -1126741 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1126774.625000 Penalty: 2968.058350
	Iteration 8Q: 3 clusters Score -1126775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1126801.250000 Penalty: 2968.058350
	Iteration 9Q: 3 clusters Score -1126801 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1126825.375000 Penalty: 2968.058350
	Iteration 10Q: 3 clusters Score -1126825 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1126849.375000 Penalty: 2968.058350
	Iteration 11Q: 3 clusters Score -1126849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1126870.500000 Penalty: 2968.058350
	Iteration 12Q: 3 clusters Score -1126870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1126887.875000 Penalty: 2968.058350
	Iteration 13Q: 3 clusters Score -1126888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1126905.375000 Penalty: 2968.058350
	Iteration 14Q: 3 clusters Score -1126905 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1126922.000000 Penalty: 2968.058350
	Iteration 15Q: 3 clusters Score -1126922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1126934.250000 Penalty: 2968.058350
	Iteration 16Q: 3 clusters Score -1126934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1126946.125000 Penalty: 2968.058350
	Iteration 17Q: 3 clusters Score -1126946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1126955.625000 Penalty: 2968.058350
	Iteration 18Q: 3 clusters Score -1126956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1126970.625000 Penalty: 2968.058350
	Iteration 19Q: 3 clusters Score -1126971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1126986.750000 Penalty: 2968.058350
	Iteration 20F: 3 clusters Score -1126987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1126998.125000 Penalty: 2968.058350
	Iteration 21Q: 3 clusters Score -1126998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1127018.875000 Penalty: 2968.058350
	Iteration 22Q: 3 clusters Score -1127019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1127036.500000 Penalty: 2968.058350
	Iteration 23Q: 3 clusters Score -1127036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1127055.000000 Penalty: 2968.058350
	Iteration 24Q: 3 clusters Score -1127055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1127075.250000 Penalty: 2968.058350
	Iteration 25Q: 3 clusters Score -1127075 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1127097.625000 Penalty: 2968.058350
	Iteration 26Q: 3 clusters Score -1127098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1127127.500000 Penalty: 2968.058350
	Iteration 27Q: 3 clusters Score -1127128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1127156.375000 Penalty: 2968.058350
	Iteration 28Q: 3 clusters Score -1127156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1127188.375000 Penalty: 2968.058350
	Iteration 29Q: 3 clusters Score -1127188 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1127226.125000 Penalty: 2968.058350
	Iteration 30Q: 3 clusters Score -1127226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1127274.500000 Penalty: 2968.058350
	Iteration 31Q: 3 clusters Score -1127274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1127347.250000 Penalty: 2968.058350
	Iteration 32Q: 3 clusters Score -1127347 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1127453.250000 Penalty: 2968.058350
	Iteration 33Q: 3 clusters Score -1127453 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1127599.000000 Penalty: 2968.058350
	Iteration 34Q: 3 clusters Score -1127599 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1127792.250000 Penalty: 2968.058350
	Iteration 35Q: 3 clusters Score -1127792 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1128015.250000 Penalty: 2968.058350
	Iteration 36Q: 3 clusters Score -1128015 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1128251.250000 Penalty: 2968.058350
	Iteration 37Q: 3 clusters Score -1128251 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1128509.625000 Penalty: 2968.058350
	Iteration 38Q: 3 clusters Score -1128510 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1128756.875000 Penalty: 2968.058350
	Iteration 39Q: 3 clusters Score -1128757 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1128962.375000 Penalty: 2968.058350
	Iteration 40F: 3 clusters Score -1128962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1129108.875000 Penalty: 2968.058350
	Iteration 41Q: 3 clusters Score -1129109 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1129238.125000 Penalty: 2968.058350
	Iteration 42Q: 3 clusters Score -1129238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1129313.750000 Penalty: 2968.058350
	Iteration 43Q: 3 clusters Score -1129314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1129378.750000 Penalty: 2968.058350
	Iteration 44Q: 3 clusters Score -1129379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1129415.625000 Penalty: 2968.058350
	Iteration 45Q: 3 clusters Score -1129416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1129458.500000 Penalty: 2968.058350
	Iteration 46Q: 3 clusters Score -1129458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1129480.750000 Penalty: 2968.058350
	Iteration 47Q: 3 clusters Score -1129481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1129496.000000 Penalty: 2968.058350
	Iteration 48Q: 3 clusters Score -1129496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1129507.250000 Penalty: 2968.058350
	Iteration 49Q: 3 clusters Score -1129507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1129515.000000 Penalty: 2968.058350
	Iteration 50Q: 3 clusters Score -1129515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1129515.500000 Penalty: 2968.058350
	Iteration 51Q: 3 clusters Score -1129516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1129515.500000 Penalty: 2968.058350
	Iteration 52F: 3 clusters Score -1129516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (158077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Entering Unmasked Estep 
Score: -19148422.000000 Penalty: 1945.261108
	Iteration 0F: 2 clusters Score -1.914842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -19052386.000000 Penalty: 3890.522217
	Iteration 0F: 3 clusters Score -1.905239e+07 nChanged 76319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -19098430.000000 Penalty: 3890.522217
	Iteration 1F: 3 clusters Score -1.909843e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -19100678.000000 Penalty: 3890.522217
	Iteration 2Q: 3 clusters Score -1.910068e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -19103754.000000 Penalty: 3890.522217
	Iteration 3Q: 3 clusters Score -1.910375e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -19107884.000000 Penalty: 3890.522217
	Iteration 4F: 3 clusters Score -1.910788e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -19113350.000000 Penalty: 3890.522217
	Iteration 5F: 3 clusters Score -1.911335e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -19120496.000000 Penalty: 3890.522217
	Iteration 6F: 3 clusters Score -1.91205e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -19127716.000000 Penalty: 3890.522217
	Iteration 7F: 3 clusters Score -1.912772e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -19133122.000000 Penalty: 3890.522217
	Iteration 8F: 3 clusters Score -1.913312e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -19135788.000000 Penalty: 3890.522217
	Iteration 9Q: 3 clusters Score -1.913579e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112463 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -19137212.000000 Penalty: 3890.522217
	Iteration 10Q: 3 clusters Score -1.913721e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -19137908.000000 Penalty: 3890.522217
	Iteration 11Q: 3 clusters Score -1.913791e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -19138436.000000 Penalty: 3890.522217
	Iteration 12Q: 3 clusters Score -1.913844e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -19138954.000000 Penalty: 3890.522217
	Iteration 13Q: 3 clusters Score -1.913895e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120503 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -19139486.000000 Penalty: 3890.522217
	Iteration 14Q: 3 clusters Score -1.913949e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -19139976.000000 Penalty: 3890.522217
	Iteration 15Q: 3 clusters Score -1.913998e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124203 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -19140520.000000 Penalty: 3890.522217
	Iteration 16Q: 3 clusters Score -1.914052e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126060 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -19141082.000000 Penalty: 3890.522217
	Iteration 17Q: 3 clusters Score -1.914108e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -19141630.000000 Penalty: 3890.522217
	Iteration 18Q: 3 clusters Score -1.914163e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -19142324.000000 Penalty: 3890.522217
	Iteration 19Q: 3 clusters Score -1.914232e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131952 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -19142870.000000 Penalty: 3890.522217
	Iteration 20F: 3 clusters Score -1.914287e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -19143612.000000 Penalty: 3890.522217
	Iteration 21Q: 3 clusters Score -1.914361e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135959 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -19144376.000000 Penalty: 3890.522217
	Iteration 22Q: 3 clusters Score -1.914438e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -19145198.000000 Penalty: 3890.522217
	Iteration 23Q: 3 clusters Score -1.91452e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139793 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -19145876.000000 Penalty: 3890.522217
	Iteration 24Q: 3 clusters Score -1.914588e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -19146508.000000 Penalty: 3890.522217
	Iteration 25Q: 3 clusters Score -1.914651e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -19147308.000000 Penalty: 3890.522217
	Iteration 26Q: 3 clusters Score -1.914731e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -19147956.000000 Penalty: 3890.522217
	Iteration 27Q: 3 clusters Score -1.914796e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -19148362.000000 Penalty: 3890.522217
	Iteration 28Q: 3 clusters Score -1.914836e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -19148624.000000 Penalty: 3890.522217
	Iteration 29Q: 3 clusters Score -1.914862e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147734 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -19148950.000000 Penalty: 3890.522217
	Iteration 30Q: 3 clusters Score -1.914895e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -19149100.000000 Penalty: 3890.522217
	Iteration 31Q: 3 clusters Score -1.91491e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -19149278.000000 Penalty: 3890.522217
	Iteration 32Q: 3 clusters Score -1.914928e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -19149352.000000 Penalty: 3890.522217
	Iteration 33Q: 3 clusters Score -1.914935e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -19149378.000000 Penalty: 3890.522217
	Iteration 34Q: 3 clusters Score -1.914938e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -19149304.000000 Penalty: 3890.522217
	Iteration 35Q: 3 clusters Score -1.91493e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -19149352.000000 Penalty: 3890.522217
	Iteration 36Q: 3 clusters Score -1.914935e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -19149370.000000 Penalty: 3890.522217
	Iteration 37Q: 3 clusters Score -1.914937e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -19149362.000000 Penalty: 3890.522217
	Iteration 38Q: 3 clusters Score -1.914936e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -19149336.000000 Penalty: 3890.522217
	Iteration 39Q: 3 clusters Score -1.914934e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151988 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -19149350.000000 Penalty: 3890.522217
	Iteration 40F: 3 clusters Score -1.914935e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -19149344.000000 Penalty: 3890.522217
	Iteration 41Q: 3 clusters Score -1.914934e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -19149300.000000 Penalty: 3890.522217
	Iteration 42Q: 3 clusters Score -1.91493e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -19149324.000000 Penalty: 3890.522217
	Iteration 43Q: 3 clusters Score -1.914932e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -19149338.000000 Penalty: 3890.522217
	Iteration 44Q: 3 clusters Score -1.914934e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -19149356.000000 Penalty: 3890.522217
	Iteration 45Q: 3 clusters Score -1.914936e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -19149354.000000 Penalty: 3890.522217
	Iteration 46Q: 3 clusters Score -1.914935e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -19149346.000000 Penalty: 3890.522217
	Iteration 47Q: 3 clusters Score -1.914935e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -19149322.000000 Penalty: 3890.522217
	Iteration 48Q: 3 clusters Score -1.914932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -19149338.000000 Penalty: 3890.522217
	Iteration 49Q: 3 clusters Score -1.914934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -19149338.000000 Penalty: 3890.522217
	Iteration 50Q: 3 clusters Score -1.914934e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -19149356.000000 Penalty: 3890.522217
	Iteration 51Q: 3 clusters Score -1.914936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -19149380.000000 Penalty: 3890.522217
	Iteration 52Q: 3 clusters Score -1.914938e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -19149372.000000 Penalty: 3890.522217
	Iteration 53Q: 3 clusters Score -1.914937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -19149392.000000 Penalty: 3890.522217
	Iteration 54Q: 3 clusters Score -1.914939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -19149384.000000 Penalty: 3890.522217
	Iteration 55Q: 3 clusters Score -1.914938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -19149398.000000 Penalty: 3890.522217
	Iteration 56Q: 3 clusters Score -1.91494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -19149388.000000 Penalty: 3890.522217
	Iteration 57Q: 3 clusters Score -1.914939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -19149398.000000 Penalty: 3890.522217
	Iteration 58Q: 3 clusters Score -1.91494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -19149400.000000 Penalty: 3890.522217
	Iteration 59Q: 3 clusters Score -1.91494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -19149406.000000 Penalty: 3890.522217
	Iteration 60F: 3 clusters Score -1.914941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -19149410.000000 Penalty: 3890.522217
	Iteration 61Q: 3 clusters Score -1.914941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19149418.000000 Penalty: 3890.522217
	Iteration 62Q: 3 clusters Score -1.914942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -19149390.000000 Penalty: 3890.522217
	Iteration 63Q: 3 clusters Score -1.914939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -19149382.000000 Penalty: 3890.522217
	Iteration 64Q: 3 clusters Score -1.914938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153809 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19149384.000000 Penalty: 3890.522217
	Iteration 65Q: 3 clusters Score -1.914938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -19149380.000000 Penalty: 3890.522217
	Iteration 66Q: 3 clusters Score -1.914938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -19149394.000000 Penalty: 3890.522217
	Iteration 67Q: 3 clusters Score -1.914939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -19149398.000000 Penalty: 3890.522217
	Iteration 68Q: 3 clusters Score -1.91494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -19149406.000000 Penalty: 3890.522217
	Iteration 69Q: 3 clusters Score -1.914941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19149424.000000 Penalty: 3890.522217
	Iteration 70Q: 3 clusters Score -1.914942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19149412.000000 Penalty: 3890.522217
	Iteration 71Q: 3 clusters Score -1.914941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -19149414.000000 Penalty: 3890.522217
	Iteration 72Q: 3 clusters Score -1.914941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19149402.000000 Penalty: 3890.522217
	Iteration 73Q: 3 clusters Score -1.91494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19149422.000000 Penalty: 3890.522217
	Iteration 74Q: 3 clusters Score -1.914942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -19149426.000000 Penalty: 3890.522217
	Iteration 75Q: 3 clusters Score -1.914943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -19149426.000000 Penalty: 3890.522217
	Iteration 76Q: 3 clusters Score -1.914943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -19149424.000000 Penalty: 3890.522217
	Iteration 77Q: 3 clusters Score -1.914942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -19149426.000000 Penalty: 3890.522217
	Iteration 78Q: 3 clusters Score -1.914943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -19149434.000000 Penalty: 3890.522217
	Iteration 79Q: 3 clusters Score -1.914943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19149444.000000 Penalty: 3890.522217
	Iteration 80F: 3 clusters Score -1.914944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -19149438.000000 Penalty: 3890.522217
	Iteration 81Q: 3 clusters Score -1.914944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -19149436.000000 Penalty: 3890.522217
	Iteration 82Q: 3 clusters Score -1.914944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19149432.000000 Penalty: 3890.522217
	Iteration 83Q: 3 clusters Score -1.914943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -19149434.000000 Penalty: 3890.522217
	Iteration 84Q: 3 clusters Score -1.914943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -19149434.000000 Penalty: 3890.522217
	Iteration 85F: 3 clusters Score -1.914943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 12707 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 153882 members 
Entering Unmasked Estep 
Score: -29434764.000000 Penalty: 34291.625000
Splitting cluster 24 changes total score from -29430042.000000 to -29434764.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17542 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 153882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29436310.000000 Penalty: 34291.625000
Iteration 39Q: 18 clusters Score -2.943631e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 11857 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 3137 members 
Mstep: Class 10 contains 10928 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 8546 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 8015 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 154673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29437730.000000 Penalty: 34291.625000
Iteration 40F: 18 clusters Score -2.943773e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 3048 members 
Mstep: Class 10 contains 10822 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 8648 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 8111 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17751 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 154298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438370.000000 Penalty: 34291.625000
Iteration 41Q: 18 clusters Score -2.943837e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 6537 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 17900 members 
Mstep: Class 23 contains 9232 members 
Mstep: Class 24 contains 154009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438746.000000 Penalty: 34291.625000
Iteration 42Q: 18 clusters Score -2.943875e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18017 members 
Mstep: Class 23 contains 9257 members 
Mstep: Class 24 contains 153798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29438998.000000 Penalty: 34291.625000
Iteration 43Q: 18 clusters Score -2.9439e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 153660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439068.000000 Penalty: 34291.625000
Iteration 44Q: 18 clusters Score -2.943907e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 15 contains 8938 members 
Mstep: Class 16 contains 6545 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 8508 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18199 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 153524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439198.000000 Penalty: 34291.625000
Iteration 45Q: 18 clusters Score -2.94392e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12277 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 10 contains 10486 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 8593 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18284 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 153391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439252.000000 Penalty: 34291.625000
Iteration 46Q: 18 clusters Score -2.943925e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12313 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 10 contains 10451 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18346 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 153275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439390.000000 Penalty: 34291.625000
Iteration 47Q: 18 clusters Score -2.943939e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 8758 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18414 members 
Mstep: Class 23 contains 9305 members 
Mstep: Class 24 contains 153184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439454.000000 Penalty: 34291.625000
Iteration 48Q: 18 clusters Score -2.943945e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9056 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18476 members 
Mstep: Class 23 contains 9312 members 
Mstep: Class 24 contains 153121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439520.000000 Penalty: 34291.625000
Iteration 49Q: 18 clusters Score -2.943952e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12383 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18533 members 
Mstep: Class 23 contains 9312 members 
Mstep: Class 24 contains 153066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439546.000000 Penalty: 34291.625000
Iteration 50Q: 18 clusters Score -2.943955e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 10 contains 10303 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18589 members 
Mstep: Class 23 contains 9311 members 
Mstep: Class 24 contains 153014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439638.000000 Penalty: 34291.625000
Iteration 51Q: 18 clusters Score -2.943964e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 152967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439576.000000 Penalty: 34291.625000
Iteration 52Q: 18 clusters Score -2.943958e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9075 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 152927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439590.000000 Penalty: 34291.625000
Iteration 53Q: 18 clusters Score -2.943959e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12411 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 2467 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 1398 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 152896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439582.000000 Penalty: 34291.625000
Iteration 54Q: 18 clusters Score -2.943958e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12417 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 9097 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18788 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 152870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439622.000000 Penalty: 34291.625000
Iteration 55Q: 18 clusters Score -2.943962e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12424 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 10 contains 10151 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 9147 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18824 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 152851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439596.000000 Penalty: 34291.625000
Iteration 56Q: 18 clusters Score -2.94396e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12427 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 2404 members 
Mstep: Class 10 contains 10120 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9203 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18858 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 152850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439650.000000 Penalty: 34291.625000
Iteration 57Q: 18 clusters Score -2.943965e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12430 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3191 members 
Mstep: Class 7 contains 2382 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9053 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18886 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 152846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439602.000000 Penalty: 34291.625000
Iteration 58Q: 18 clusters Score -2.94396e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9045 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 9305 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 152834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439684.000000 Penalty: 34291.625000
Iteration 59Q: 18 clusters Score -2.943968e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12446 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 10 contains 10050 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9038 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9345 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18938 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 152834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439622.000000 Penalty: 34291.625000
Iteration 60F: 18 clusters Score -2.943962e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12451 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 9374 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18966 members 
Mstep: Class 23 contains 9317 members 
Mstep: Class 24 contains 152825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439666.000000 Penalty: 34291.625000
Iteration 61Q: 18 clusters Score -2.943967e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 152824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439666.000000 Penalty: 34291.625000
Iteration 62Q: 18 clusters Score -2.943967e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12460 members 
Mstep: Class 4 contains 2255 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9449 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19012 members 
Mstep: Class 23 contains 9306 members 
Mstep: Class 24 contains 152807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439666.000000 Penalty: 34291.625000
Iteration 63Q: 18 clusters Score -2.943967e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19036 members 
Mstep: Class 23 contains 9305 members 
Mstep: Class 24 contains 152798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439714.000000 Penalty: 34291.625000
Iteration 64Q: 18 clusters Score -2.943971e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12468 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 9519 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19058 members 
Mstep: Class 23 contains 9304 members 
Mstep: Class 24 contains 152788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439734.000000 Penalty: 34291.625000
Iteration 65Q: 18 clusters Score -2.943973e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12467 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19087 members 
Mstep: Class 23 contains 9299 members 
Mstep: Class 24 contains 152782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439730.000000 Penalty: 34291.625000
Iteration 66Q: 18 clusters Score -2.943973e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19116 members 
Mstep: Class 23 contains 9292 members 
Mstep: Class 24 contains 152782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439738.000000 Penalty: 34291.625000
Iteration 67Q: 18 clusters Score -2.943974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12463 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 10 contains 9898 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19139 members 
Mstep: Class 23 contains 9288 members 
Mstep: Class 24 contains 152786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439728.000000 Penalty: 34291.625000
Iteration 68Q: 18 clusters Score -2.943973e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12464 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9024 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19157 members 
Mstep: Class 23 contains 9282 members 
Mstep: Class 24 contains 152785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439740.000000 Penalty: 34291.625000
Iteration 69Q: 18 clusters Score -2.943974e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19185 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 152785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439790.000000 Penalty: 34291.625000
Iteration 70Q: 18 clusters Score -2.943979e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9662 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19213 members 
Mstep: Class 23 contains 9270 members 
Mstep: Class 24 contains 152784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439830.000000 Penalty: 34291.625000
Iteration 71Q: 18 clusters Score -2.943983e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12454 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 10 contains 9840 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19234 members 
Mstep: Class 23 contains 9266 members 
Mstep: Class 24 contains 152783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439830.000000 Penalty: 34291.625000
Iteration 72Q: 18 clusters Score -2.943983e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 9703 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19252 members 
Mstep: Class 23 contains 9257 members 
Mstep: Class 24 contains 152794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439850.000000 Penalty: 34291.625000
Iteration 73Q: 18 clusters Score -2.943985e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 10 contains 9812 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 9726 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 23 contains 9253 members 
Mstep: Class 24 contains 152799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439814.000000 Penalty: 34291.625000
Iteration 74Q: 18 clusters Score -2.943981e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12443 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 10 contains 9796 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 23 contains 9245 members 
Mstep: Class 24 contains 152778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439826.000000 Penalty: 34291.625000
Iteration 75Q: 18 clusters Score -2.943983e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 10 contains 9786 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 23 contains 9242 members 
Mstep: Class 24 contains 152740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439802.000000 Penalty: 34291.625000
Iteration 76Q: 18 clusters Score -2.94398e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9805 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19386 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 152699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439736.000000 Penalty: 34291.625000
Iteration 77Q: 18 clusters Score -2.943974e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9824 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19427 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 152664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439768.000000 Penalty: 34291.625000
Iteration 78Q: 18 clusters Score -2.943977e+07 nChanged 120
Entering ConstructFrom: 
Score: -29439768.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -339779.687500 Penalty: 1294.118774
	Iteration 0F: 2 clusters Score -339779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -337151.250000 Penalty: 2588.237549
	Iteration 0F: 3 clusters Score -337151.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -337754.250000 Penalty: 2588.237549
	Iteration 1F: 3 clusters Score -337754.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -337865.406250 Penalty: 2588.237549
	Iteration 2F: 3 clusters Score -337865.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -337939.250000 Penalty: 2588.237549
	Iteration 3Q: 3 clusters Score -337939.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337990.781250 Penalty: 2588.237549
	Iteration 4Q: 3 clusters Score -337990.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -338031.875000 Penalty: 2588.237549
	Iteration 5Q: 3 clusters Score -338031.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -338065.687500 Penalty: 2588.237549
	Iteration 6Q: 3 clusters Score -338065.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338088.593750 Penalty: 2588.237549
	Iteration 7Q: 3 clusters Score -338088.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -338116.468750 Penalty: 2588.237549
	Iteration 8Q: 3 clusters Score -338116.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -338144.312500 Penalty: 2588.237549
	Iteration 9Q: 3 clusters Score -338144.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -338166.343750 Penalty: 2588.237549
	Iteration 10Q: 3 clusters Score -338166.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338181.281250 Penalty: 2588.237549
	Iteration 11Q: 3 clusters Score -338181.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -338191.531250 Penalty: 2588.237549
	Iteration 12Q: 3 clusters Score -338191.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -338200.000000 Penalty: 2588.237549
	Iteration 13Q: 3 clusters Score -338200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -338207.187500 Penalty: 2588.237549
	Iteration 14Q: 3 clusters Score -338207.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -338215.312500 Penalty: 2588.237549
	Iteration 15Q: 3 clusters Score -338215.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -338224.312500 Penalty: 2588.237549
	Iteration 16Q: 3 clusters Score -338224.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -338233.593750 Penalty: 2588.237549
	Iteration 17Q: 3 clusters Score -338233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -338241.281250 Penalty: 2588.237549
	Iteration 18Q: 3 clusters Score -338241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -338251.562500 Penalty: 2588.237549
	Iteration 19Q: 3 clusters Score -338251.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338260.468750 Penalty: 2588.237549
	Iteration 20F: 3 clusters Score -338260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338269.031250 Penalty: 2588.237549
	Iteration 21Q: 3 clusters Score -338269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -338273.906250 Penalty: 2588.237549
	Iteration 22Q: 3 clusters Score -338273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -338277.031250 Penalty: 2588.237549
	Iteration 23Q: 3 clusters Score -338277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -338281.593750 Penalty: 2588.237549
	Iteration 24Q: 3 clusters Score -338281.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -338286.875000 Penalty: 2588.237549
	Iteration 25Q: 3 clusters Score -338286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338293.031250 Penalty: 2588.237549
	Iteration 26Q: 3 clusters Score -338293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -338298.031250 Penalty: 2588.237549
	Iteration 27Q: 3 clusters Score -338298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -338303.437500 Penalty: 2588.237549
	Iteration 28Q: 3 clusters Score -338303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -338305.812500 Penalty: 2588.237549
	Iteration 29Q: 3 clusters Score -338305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -338309.968750 Penalty: 2588.237549
	Iteration 30Q: 3 clusters Score -338310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -338311.937500 Penalty: 2588.237549
	Iteration 31Q: 3 clusters Score -338311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -338313.625000 Penalty: 2588.237549
	Iteration 32Q: 3 clusters Score -338313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -338316.312500 Penalty: 2588.237549
	Iteration 33Q: 3 clusters Score -338316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338316.937500 Penalty: 2588.237549
	Iteration 34Q: 3 clusters Score -338316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -338318.562500 Penalty: 2588.237549
	Iteration 35Q: 3 clusters Score -338318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -338320.312500 Penalty: 2588.237549
	Iteration 36Q: 3 clusters Score -338320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -338322.093750 Penalty: 2588.237549
	Iteration 37Q: 3 clusters Score -338322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -338325.406250 Penalty: 2588.237549
	Iteration 38Q: 3 clusters Score -338325.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -338328.468750 Penalty: 2588.237549
	Iteration 39Q: 3 clusters Score -338328.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -338331.687500 Penalty: 2588.237549
	Iteration 40F: 3 clusters Score -338331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -338334.843750 Penalty: 2588.237549
	Iteration 41Q: 3 clusters Score -338334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -338337.718750 Penalty: 2588.237549
	Iteration 42Q: 3 clusters Score -338337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -338339.500000 Penalty: 2588.237549
	Iteration 43Q: 3 clusters Score -338339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -338339.687500 Penalty: 2588.237549
	Iteration 44Q: 3 clusters Score -338339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -338340.718750 Penalty: 2588.237549
	Iteration 45Q: 3 clusters Score -338340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -338342.406250 Penalty: 2588.237549
	Iteration 46Q: 3 clusters Score -338342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -338343.031250 Penalty: 2588.237549
	Iteration 47Q: 3 clusters Score -338343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -338344.437500 Penalty: 2588.237549
	Iteration 48Q: 3 clusters Score -338344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -338345.437500 Penalty: 2588.237549
	Iteration 49Q: 3 clusters Score -338345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -338344.687500 Penalty: 2588.237549
	Iteration 50Q: 3 clusters Score -338344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -338344.687500 Penalty: 2588.237549
	Iteration 51F: 3 clusters Score -338344.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16519.736328 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16519.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16545.937500 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -16545.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16555.388672 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -16555.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16559.583984 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -16559.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16559.583984 Penalty: 1536.401123
	Iteration 4F: 3 clusters Score -16559.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1532378.750000 Penalty: 1532.146118
	Iteration 0F: 2 clusters Score -1532379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1523639.500000 Penalty: 3064.292236
	Iteration 0F: 3 clusters Score -1523640 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1526646.875000 Penalty: 3064.292236
	Iteration 1F: 3 clusters Score -1526647 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1526896.750000 Penalty: 3064.292236
	Iteration 2F: 3 clusters Score -1526897 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1527122.125000 Penalty: 3064.292236
	Iteration 3Q: 3 clusters Score -1527122 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1527332.750000 Penalty: 3064.292236
	Iteration 4Q: 3 clusters Score -1527333 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1527576.375000 Penalty: 3064.292236
	Iteration 5Q: 3 clusters Score -1527576 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1527862.000000 Penalty: 3064.292236
	Iteration 6Q: 3 clusters Score -1527862 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1528205.000000 Penalty: 3064.292236
	Iteration 7Q: 3 clusters Score -1528205 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1528640.500000 Penalty: 3064.292236
	Iteration 8F: 3 clusters Score -1528640 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1529164.750000 Penalty: 3064.292236
	Iteration 9F: 3 clusters Score -1529165 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1529688.375000 Penalty: 3064.292236
	Iteration 10F: 3 clusters Score -1529688 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1530078.250000 Penalty: 3064.292236
	Iteration 11Q: 3 clusters Score -1530078 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1530341.000000 Penalty: 3064.292236
	Iteration 12Q: 3 clusters Score -1530341 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1530566.125000 Penalty: 3064.292236
	Iteration 13Q: 3 clusters Score -1530566 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1530695.750000 Penalty: 3064.292236
	Iteration 14Q: 3 clusters Score -1530696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1530810.500000 Penalty: 3064.292236
	Iteration 15Q: 3 clusters Score -1530810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1530898.750000 Penalty: 3064.292236
	Iteration 16Q: 3 clusters Score -1530899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1530945.250000 Penalty: 3064.292236
	Iteration 17Q: 3 clusters Score -1530945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1530970.625000 Penalty: 3064.292236
	Iteration 18Q: 3 clusters Score -1530971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1530989.875000 Penalty: 3064.292236
	Iteration 19Q: 3 clusters Score -1530990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1531006.375000 Penalty: 3064.292236
	Iteration 20F: 3 clusters Score -1531006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1531021.125000 Penalty: 3064.292236
	Iteration 21Q: 3 clusters Score -1531021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1531033.875000 Penalty: 3064.292236
	Iteration 22Q: 3 clusters Score -1531034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1531053.875000 Penalty: 3064.292236
	Iteration 23Q: 3 clusters Score -1531054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1531073.625000 Penalty: 3064.292236
	Iteration 24Q: 3 clusters Score -1531074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1531083.250000 Penalty: 3064.292236
	Iteration 25Q: 3 clusters Score -1531083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1531088.125000 Penalty: 3064.292236
	Iteration 26Q: 3 clusters Score -1531088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1531092.625000 Penalty: 3064.292236
	Iteration 27Q: 3 clusters Score -1531093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1531099.250000 Penalty: 3064.292236
	Iteration 28Q: 3 clusters Score -1531099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1531104.000000 Penalty: 3064.292236
	Iteration 29Q: 3 clusters Score -1531104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1531110.625000 Penalty: 3064.292236
	Iteration 30Q: 3 clusters Score -1531111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1531113.625000 Penalty: 3064.292236
	Iteration 31Q: 3 clusters Score -1531114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1531117.500000 Penalty: 3064.292236
	Iteration 32Q: 3 clusters Score -1531118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1531118.250000 Penalty: 3064.292236
	Iteration 33Q: 3 clusters Score -1531118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1531120.375000 Penalty: 3064.292236
	Iteration 34Q: 3 clusters Score -1531120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1531122.500000 Penalty: 3064.292236
	Iteration 35Q: 3 clusters Score -1531122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1531124.750000 Penalty: 3064.292236
	Iteration 36Q: 3 clusters Score -1531125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1531127.250000 Penalty: 3064.292236
	Iteration 37Q: 3 clusters Score -1531127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1531130.000000 Penalty: 3064.292236
	Iteration 38Q: 3 clusters Score -1531130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1531131.625000 Penalty: 3064.292236
	Iteration 39Q: 3 clusters Score -1531132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1531135.000000 Penalty: 3064.292236
	Iteration 40F: 3 clusters Score -1531135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1531144.000000 Penalty: 3064.292236
	Iteration 41Q: 3 clusters Score -1531144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1531148.375000 Penalty: 3064.292236
	Iteration 42Q: 3 clusters Score -1531148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1531151.875000 Penalty: 3064.292236
	Iteration 43Q: 3 clusters Score -1531152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1531159.000000 Penalty: 3064.292236
	Iteration 44Q: 3 clusters Score -1531159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1531160.250000 Penalty: 3064.292236
	Iteration 45Q: 3 clusters Score -1531160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1531160.875000 Penalty: 3064.292236
	Iteration 46Q: 3 clusters Score -1531161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1531165.000000 Penalty: 3064.292236
	Iteration 47Q: 3 clusters Score -1531165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1531167.375000 Penalty: 3064.292236
	Iteration 48Q: 3 clusters Score -1531167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1531168.500000 Penalty: 3064.292236
	Iteration 49Q: 3 clusters Score -1531168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1531168.625000 Penalty: 3064.292236
	Iteration 50Q: 3 clusters Score -1531169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1531169.250000 Penalty: 3064.292236
	Iteration 51Q: 3 clusters Score -1531169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1531170.500000 Penalty: 3064.292236
	Iteration 52Q: 3 clusters Score -1531170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1531170.500000 Penalty: 3064.292236
	Iteration 53F: 3 clusters Score -1531170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -269704.500000 Penalty: 1255.078857
	Iteration 0F: 2 clusters Score -269704.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -267457.562500 Penalty: 2510.157715
	Iteration 0F: 3 clusters Score -267457.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -267937.718750 Penalty: 2510.157715
	Iteration 1F: 3 clusters Score -267937.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268031.625000 Penalty: 2510.157715
	Iteration 2F: 3 clusters Score -268031.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -268083.937500 Penalty: 2510.157715
	Iteration 3Q: 3 clusters Score -268083.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -268110.437500 Penalty: 2510.157715
	Iteration 4Q: 3 clusters Score -268110.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268132.093750 Penalty: 2510.157715
	Iteration 5Q: 3 clusters Score -268132.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -268156.250000 Penalty: 2510.157715
	Iteration 6Q: 3 clusters Score -268156.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268180.406250 Penalty: 2510.157715
	Iteration 7Q: 3 clusters Score -268180.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -268197.156250 Penalty: 2510.157715
	Iteration 8Q: 3 clusters Score -268197.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268210.562500 Penalty: 2510.157715
	Iteration 9Q: 3 clusters Score -268210.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268224.531250 Penalty: 2510.157715
	Iteration 10Q: 3 clusters Score -268224.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -268242.312500 Penalty: 2510.157715
	Iteration 11Q: 3 clusters Score -268242.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268254.500000 Penalty: 2510.157715
	Iteration 12Q: 3 clusters Score -268254.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -268263.781250 Penalty: 2510.157715
	Iteration 13Q: 3 clusters Score -268263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268266.812500 Penalty: 2510.157715
	Iteration 14Q: 3 clusters Score -268266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -268269.000000 Penalty: 2510.157715
	Iteration 15Q: 3 clusters Score -268269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268271.781250 Penalty: 2510.157715
	Iteration 16Q: 3 clusters Score -268271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268273.656250 Penalty: 2510.157715
	Iteration 17Q: 3 clusters Score -268273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -268274.093750 Penalty: 2510.157715
	Iteration 18Q: 3 clusters Score -268274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268276.218750 Penalty: 2510.157715
	Iteration 19Q: 3 clusters Score -268276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268279.656250 Penalty: 2510.157715
	Iteration 20F: 3 clusters Score -268279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268282.843750 Penalty: 2510.157715
	Iteration 21Q: 3 clusters Score -268282.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268290.593750 Penalty: 2510.157715
	Iteration 22Q: 3 clusters Score -268290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -268296.031250 Penalty: 2510.157715
	Iteration 23Q: 3 clusters Score -268296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -268307.906250 Penalty: 2510.157715
	Iteration 24Q: 3 clusters Score -268307.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268325.343750 Penalty: 2510.157715
	Iteration 25Q: 3 clusters Score -268325.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -268343.656250 Penalty: 2510.157715
	Iteration 26Q: 3 clusters Score -268343.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268366.562500 Penalty: 2510.157715
	Iteration 27Q: 3 clusters Score -268366.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -268387.406250 Penalty: 2510.157715
	Iteration 28Q: 3 clusters Score -268387.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -268409.312500 Penalty: 2510.157715
	Iteration 29Q: 3 clusters Score -268409.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -268426.031250 Penalty: 2510.157715
	Iteration 30Q: 3 clusters Score -268426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268438.750000 Penalty: 2510.157715
	Iteration 31Q: 3 clusters Score -268438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268447.812500 Penalty: 2510.157715
	Iteration 32Q: 3 clusters Score -268447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -268451.687500 Penalty: 2510.157715
	Iteration 33Q: 3 clusters Score -268451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268453.937500 Penalty: 2510.157715
	Iteration 34Q: 3 clusters Score -268453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268458.125000 Penalty: 2510.157715
	Iteration 35Q: 3 clusters Score -268458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268466.000000 Penalty: 2510.157715
	Iteration 36Q: 3 clusters Score -268466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -268473.406250 Penalty: 2510.157715
	Iteration 37Q: 3 clusters Score -268473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -268483.062500 Penalty: 2510.157715
	Iteration 38Q: 3 clusters Score -268483.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -268497.218750 Penalty: 2510.157715
	Iteration 39Q: 3 clusters Score -268497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -268511.125000 Penalty: 2510.157715
	Iteration 40F: 3 clusters Score -268511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -268520.625000 Penalty: 2510.157715
	Iteration 41Q: 3 clusters Score -268520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -268528.218750 Penalty: 2510.157715
	Iteration 42Q: 3 clusters Score -268528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -268537.625000 Penalty: 2510.157715
	Iteration 43Q: 3 clusters Score -268537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -268544.750000 Penalty: 2510.157715
	Iteration 44Q: 3 clusters Score -268544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -268550.062500 Penalty: 2510.157715
	Iteration 45Q: 3 clusters Score -268550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268556.562500 Penalty: 2510.157715
	Iteration 46Q: 3 clusters Score -268556.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -268569.625000 Penalty: 2510.157715
	Iteration 47Q: 3 clusters Score -268569.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -268585.250000 Penalty: 2510.157715
	Iteration 48Q: 3 clusters Score -268585.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -268607.500000 Penalty: 2510.157715
	Iteration 49Q: 3 clusters Score -268607.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268630.062500 Penalty: 2510.157715
	Iteration 50Q: 3 clusters Score -268630.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -268655.375000 Penalty: 2510.157715
	Iteration 51Q: 3 clusters Score -268655.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -268684.562500 Penalty: 2510.157715
	Iteration 52Q: 3 clusters Score -268684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -268707.125000 Penalty: 2510.157715
	Iteration 53Q: 3 clusters Score -268707.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -268736.187500 Penalty: 2510.157715
	Iteration 54Q: 3 clusters Score -268736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -268765.468750 Penalty: 2510.157715
	Iteration 55Q: 3 clusters Score -268765.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -268790.593750 Penalty: 2510.157715
	Iteration 56Q: 3 clusters Score -268790.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -268813.687500 Penalty: 2510.157715
	Iteration 57Q: 3 clusters Score -268813.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -268831.687500 Penalty: 2510.157715
	Iteration 58Q: 3 clusters Score -268831.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -268841.031250 Penalty: 2510.157715
	Iteration 59Q: 3 clusters Score -268841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -268851.687500 Penalty: 2510.157715
	Iteration 60F: 3 clusters Score -268851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268860.625000 Penalty: 2510.157715
	Iteration 61Q: 3 clusters Score -268860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -268868.625000 Penalty: 2510.157715
	Iteration 62Q: 3 clusters Score -268868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -268875.750000 Penalty: 2510.157715
	Iteration 63Q: 3 clusters Score -268875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268881.718750 Penalty: 2510.157715
	Iteration 64Q: 3 clusters Score -268881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268885.031250 Penalty: 2510.157715
	Iteration 65Q: 3 clusters Score -268885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -268887.187500 Penalty: 2510.157715
	Iteration 66Q: 3 clusters Score -268887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268887.562500 Penalty: 2510.157715
	Iteration 67Q: 3 clusters Score -268887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -268888.000000 Penalty: 2510.157715
	Iteration 68Q: 3 clusters Score -268888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268888.343750 Penalty: 2510.157715
	Iteration 69Q: 3 clusters Score -268888.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -268889.312500 Penalty: 2510.157715
	Iteration 70Q: 3 clusters Score -268889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -268890.375000 Penalty: 2510.157715
	Iteration 71Q: 3 clusters Score -268890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -268890.375000 Penalty: 2510.157715
	Iteration 72F: 3 clusters Score -268890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -534254.125000 Penalty: 1361.338989
	Iteration 0F: 2 clusters Score -534254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -530680.437500 Penalty: 2722.677979
	Iteration 0F: 3 clusters Score -530680.4 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -531658.500000 Penalty: 2722.677979
	Iteration 1F: 3 clusters Score -531658.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -531818.062500 Penalty: 2722.677979
	Iteration 2F: 3 clusters Score -531818.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -531933.375000 Penalty: 2722.677979
	Iteration 3F: 3 clusters Score -531933.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -532017.750000 Penalty: 2722.677979
	Iteration 4Q: 3 clusters Score -532017.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -532098.250000 Penalty: 2722.677979
	Iteration 5Q: 3 clusters Score -532098.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -532183.437500 Penalty: 2722.677979
	Iteration 6Q: 3 clusters Score -532183.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -532269.375000 Penalty: 2722.677979
	Iteration 7Q: 3 clusters Score -532269.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -532357.937500 Penalty: 2722.677979
	Iteration 8Q: 3 clusters Score -532357.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -532452.750000 Penalty: 2722.677979
	Iteration 9Q: 3 clusters Score -532452.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -532543.562500 Penalty: 2722.677979
	Iteration 10Q: 3 clusters Score -532543.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -532632.750000 Penalty: 2722.677979
	Iteration 11Q: 3 clusters Score -532632.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -532716.000000 Penalty: 2722.677979
	Iteration 12Q: 3 clusters Score -532716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -532791.312500 Penalty: 2722.677979
	Iteration 13Q: 3 clusters Score -532791.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -532865.187500 Penalty: 2722.677979
	Iteration 14Q: 3 clusters Score -532865.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -532914.500000 Penalty: 2722.677979
	Iteration 15Q: 3 clusters Score -532914.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -532944.187500 Penalty: 2722.677979
	Iteration 16Q: 3 clusters Score -532944.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -532969.250000 Penalty: 2722.677979
	Iteration 17Q: 3 clusters Score -532969.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -532987.000000 Penalty: 2722.677979
	Iteration 18Q: 3 clusters Score -532987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -532997.187500 Penalty: 2722.677979
	Iteration 19Q: 3 clusters Score -532997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -533005.500000 Penalty: 2722.677979
	Iteration 20F: 3 clusters Score -533005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -533012.062500 Penalty: 2722.677979
	Iteration 21Q: 3 clusters Score -533012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -533015.687500 Penalty: 2722.677979
	Iteration 22Q: 3 clusters Score -533015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -533019.500000 Penalty: 2722.677979
	Iteration 23Q: 3 clusters Score -533019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -533022.375000 Penalty: 2722.677979
	Iteration 24Q: 3 clusters Score -533022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -533022.875000 Penalty: 2722.677979
	Iteration 25Q: 3 clusters Score -533022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -533022.875000 Penalty: 2722.677979
	Iteration 26F: 3 clusters Score -533022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -381326.968750 Penalty: 1312.837280
	Iteration 0F: 2 clusters Score -381327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378526.531250 Penalty: 2625.674561
	Iteration 0F: 3 clusters Score -378526.5 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -379157.218750 Penalty: 2625.674561
	Iteration 1F: 3 clusters Score -379157.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -379279.562500 Penalty: 2625.674561
	Iteration 2F: 3 clusters Score -379279.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -379350.156250 Penalty: 2625.674561
	Iteration 3Q: 3 clusters Score -379350.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -379407.156250 Penalty: 2625.674561
	Iteration 4Q: 3 clusters Score -379407.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -379443.187500 Penalty: 2625.674561
	Iteration 5Q: 3 clusters Score -379443.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -379468.781250 Penalty: 2625.674561
	Iteration 6Q: 3 clusters Score -379468.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -379488.531250 Penalty: 2625.674561
	Iteration 7Q: 3 clusters Score -379488.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -379506.093750 Penalty: 2625.674561
	Iteration 8Q: 3 clusters Score -379506.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -379520.500000 Penalty: 2625.674561
	Iteration 9Q: 3 clusters Score -379520.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -379534.093750 Penalty: 2625.674561
	Iteration 10Q: 3 clusters Score -379534.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -379547.437500 Penalty: 2625.674561
	Iteration 11Q: 3 clusters Score -379547.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -379558.812500 Penalty: 2625.674561
	Iteration 12Q: 3 clusters Score -379558.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -379567.843750 Penalty: 2625.674561
	Iteration 13Q: 3 clusters Score -379567.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -379582.343750 Penalty: 2625.674561
	Iteration 14Q: 3 clusters Score -379582.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -379592.593750 Penalty: 2625.674561
	Iteration 15Q: 3 clusters Score -379592.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -379601.593750 Penalty: 2625.674561
	Iteration 16Q: 3 clusters Score -379601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -379607.687500 Penalty: 2625.674561
	Iteration 17Q: 3 clusters Score -379607.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -379615.218750 Penalty: 2625.674561
	Iteration 18Q: 3 clusters Score -379615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -379625.468750 Penalty: 2625.674561
	Iteration 19Q: 3 clusters Score -379625.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -379634.406250 Penalty: 2625.674561
	Iteration 20F: 3 clusters Score -379634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -379642.843750 Penalty: 2625.674561
	Iteration 21Q: 3 clusters Score -379642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -379649.218750 Penalty: 2625.674561
	Iteration 22Q: 3 clusters Score -379649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -379654.843750 Penalty: 2625.674561
	Iteration 23Q: 3 clusters Score -379654.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -379661.625000 Penalty: 2625.674561
	Iteration 24Q: 3 clusters Score -379661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -379664.531250 Penalty: 2625.674561
	Iteration 25Q: 3 clusters Score -379664.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -379667.812500 Penalty: 2625.674561
	Iteration 26Q: 3 clusters Score -379667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -379672.250000 Penalty: 2625.674561
	Iteration 27Q: 3 clusters Score -379672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -379677.281250 Penalty: 2625.674561
	Iteration 28Q: 3 clusters Score -379677.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -379684.281250 Penalty: 2625.674561
	Iteration 29Q: 3 clusters Score -379684.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -379695.281250 Penalty: 2625.674561
	Iteration 30Q: 3 clusters Score -379695.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -379702.937500 Penalty: 2625.674561
	Iteration 31Q: 3 clusters Score -379702.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -379716.000000 Penalty: 2625.674561
	Iteration 32Q: 3 clusters Score -379716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -379737.218750 Penalty: 2625.674561
	Iteration 33Q: 3 clusters Score -379737.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -379761.062500 Penalty: 2625.674561
	Iteration 34Q: 3 clusters Score -379761.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -379789.062500 Penalty: 2625.674561
	Iteration 35Q: 3 clusters Score -379789.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -379819.625000 Penalty: 2625.674561
	Iteration 36Q: 3 clusters Score -379819.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -379858.843750 Penalty: 2625.674561
	Iteration 37Q: 3 clusters Score -379858.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -379903.531250 Penalty: 2625.674561
	Iteration 38Q: 3 clusters Score -379903.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -379947.000000 Penalty: 2625.674561
	Iteration 39Q: 3 clusters Score -379947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -379976.718750 Penalty: 2625.674561
	Iteration 40F: 3 clusters Score -379976.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -380002.687500 Penalty: 2625.674561
	Iteration 41Q: 3 clusters Score -380002.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -380032.906250 Penalty: 2625.674561
	Iteration 42Q: 3 clusters Score -380032.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -380049.906250 Penalty: 2625.674561
	Iteration 43Q: 3 clusters Score -380049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -380062.125000 Penalty: 2625.674561
	Iteration 44Q: 3 clusters Score -380062.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -380075.687500 Penalty: 2625.674561
	Iteration 45Q: 3 clusters Score -380075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -380085.562500 Penalty: 2625.674561
	Iteration 46Q: 3 clusters Score -380085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -380092.343750 Penalty: 2625.674561
	Iteration 47Q: 3 clusters Score -380092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -380099.937500 Penalty: 2625.674561
	Iteration 48Q: 3 clusters Score -380099.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -380104.687500 Penalty: 2625.674561
	Iteration 49Q: 3 clusters Score -380104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -380112.406250 Penalty: 2625.674561
	Iteration 50Q: 3 clusters Score -380112.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -380119.156250 Penalty: 2625.674561
	Iteration 51Q: 3 clusters Score -380119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -380125.250000 Penalty: 2625.674561
	Iteration 52Q: 3 clusters Score -380125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -380128.843750 Penalty: 2625.674561
	Iteration 53Q: 3 clusters Score -380128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -380131.281250 Penalty: 2625.674561
	Iteration 54Q: 3 clusters Score -380131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -380134.250000 Penalty: 2625.674561
	Iteration 55Q: 3 clusters Score -380134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -380142.687500 Penalty: 2625.674561
	Iteration 56Q: 3 clusters Score -380142.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -380150.000000 Penalty: 2625.674561
	Iteration 57Q: 3 clusters Score -380150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -380153.500000 Penalty: 2625.674561
	Iteration 58Q: 3 clusters Score -380153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -380157.718750 Penalty: 2625.674561
	Iteration 59Q: 3 clusters Score -380157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -380160.156250 Penalty: 2625.674561
	Iteration 60F: 3 clusters Score -380160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -380162.906250 Penalty: 2625.674561
	Iteration 61Q: 3 clusters Score -380162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -380164.500000 Penalty: 2625.674561
	Iteration 62Q: 3 clusters Score -380164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -380164.812500 Penalty: 2625.674561
	Iteration 63Q: 3 clusters Score -380164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -380166.656250 Penalty: 2625.674561
	Iteration 64Q: 3 clusters Score -380166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -380167.937500 Penalty: 2625.674561
	Iteration 65Q: 3 clusters Score -380167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -380170.718750 Penalty: 2625.674561
	Iteration 66Q: 3 clusters Score -380170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -380172.000000 Penalty: 2625.674561
	Iteration 67Q: 3 clusters Score -380172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -380173.250000 Penalty: 2625.674561
	Iteration 68Q: 3 clusters Score -380173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -380175.812500 Penalty: 2625.674561
	Iteration 69Q: 3 clusters Score -380175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -380176.218750 Penalty: 2625.674561
	Iteration 70Q: 3 clusters Score -380176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -380178.843750 Penalty: 2625.674561
	Iteration 71Q: 3 clusters Score -380178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -380184.531250 Penalty: 2625.674561
	Iteration 72Q: 3 clusters Score -380184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -380191.187500 Penalty: 2625.674561
	Iteration 73Q: 3 clusters Score -380191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -380198.406250 Penalty: 2625.674561
	Iteration 74Q: 3 clusters Score -380198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -380199.593750 Penalty: 2625.674561
	Iteration 75Q: 3 clusters Score -380199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -380200.781250 Penalty: 2625.674561
	Iteration 76Q: 3 clusters Score -380200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -380204.343750 Penalty: 2625.674561
	Iteration 77Q: 3 clusters Score -380204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -380208.375000 Penalty: 2625.674561
	Iteration 78Q: 3 clusters Score -380208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -380209.812500 Penalty: 2625.674561
	Iteration 79Q: 3 clusters Score -380209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -380212.781250 Penalty: 2625.674561
	Iteration 80F: 3 clusters Score -380212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -380216.687500 Penalty: 2625.674561
	Iteration 81Q: 3 clusters Score -380216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -380218.875000 Penalty: 2625.674561
	Iteration 82Q: 3 clusters Score -380218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -380220.812500 Penalty: 2625.674561
	Iteration 83Q: 3 clusters Score -380220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -380223.187500 Penalty: 2625.674561
	Iteration 84Q: 3 clusters Score -380223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -380225.875000 Penalty: 2625.674561
	Iteration 85Q: 3 clusters Score -380225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -380226.843750 Penalty: 2625.674561
	Iteration 86Q: 3 clusters Score -380226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -380230.937500 Penalty: 2625.674561
	Iteration 87Q: 3 clusters Score -380230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -380239.281250 Penalty: 2625.674561
	Iteration 88Q: 3 clusters Score -380239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -380252.750000 Penalty: 2625.674561
	Iteration 89Q: 3 clusters Score -380252.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -380285.218750 Penalty: 2625.674561
	Iteration 90Q: 3 clusters Score -380285.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -380325.906250 Penalty: 2625.674561
	Iteration 91Q: 3 clusters Score -380325.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -380381.218750 Penalty: 2625.674561
	Iteration 92Q: 3 clusters Score -380381.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -380409.375000 Penalty: 2625.674561
	Iteration 93Q: 3 clusters Score -380409.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -380439.937500 Penalty: 2625.674561
	Iteration 94Q: 3 clusters Score -380439.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -380464.437500 Penalty: 2625.674561
	Iteration 95Q: 3 clusters Score -380464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -380489.000000 Penalty: 2625.674561
	Iteration 96Q: 3 clusters Score -380489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -380507.937500 Penalty: 2625.674561
	Iteration 97Q: 3 clusters Score -380507.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -380519.937500 Penalty: 2625.674561
	Iteration 98Q: 3 clusters Score -380519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -380539.156250 Penalty: 2625.674561
	Iteration 99Q: 3 clusters Score -380539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -380554.718750 Penalty: 2625.674561
	Iteration 100F: 3 clusters Score -380554.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -380565.312500 Penalty: 2625.674561
	Iteration 101Q: 3 clusters Score -380565.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -380578.031250 Penalty: 2625.674561
	Iteration 102Q: 3 clusters Score -380578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -380584.812500 Penalty: 2625.674561
	Iteration 103Q: 3 clusters Score -380584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -380591.250000 Penalty: 2625.674561
	Iteration 104Q: 3 clusters Score -380591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -380599.437500 Penalty: 2625.674561
	Iteration 105Q: 3 clusters Score -380599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -380606.125000 Penalty: 2625.674561
	Iteration 106Q: 3 clusters Score -380606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -380607.656250 Penalty: 2625.674561
	Iteration 107Q: 3 clusters Score -380607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -380610.375000 Penalty: 2625.674561
	Iteration 108Q: 3 clusters Score -380610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -380610.375000 Penalty: 2625.674561
	Iteration 109F: 3 clusters Score -380610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -242453.859375 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -242453.9 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 1069 members 
Entering Unmasked Estep 
Score: -240269.281250 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -240269.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -240778.937500 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -240778.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240902.656250 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -240902.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240962.500000 Penalty: 2496.057129
	Iteration 3Q: 3 clusters Score -240962.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -240997.218750 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -240997.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -241027.734375 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -241027.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -241054.250000 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -241054.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -241083.093750 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -241083.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241101.500000 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -241101.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -241120.578125 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -241120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -241135.656250 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -241135.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241153.015625 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -241153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -241167.609375 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -241167.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241177.546875 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -241177.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241190.406250 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -241190.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -241205.953125 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -241206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -241218.921875 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -241218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -241227.203125 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -241227.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241238.468750 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -241238.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -241250.218750 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -241250.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -241260.671875 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -241260.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241268.281250 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -241268.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -241276.843750 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -241276.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -241287.015625 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -241287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241296.515625 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -241296.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -241307.906250 Penalty: 2496.057129
	Iteration 25Q: 3 clusters Score -241307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -241313.859375 Penalty: 2496.057129
	Iteration 26Q: 3 clusters Score -241313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -241318.265625 Penalty: 2496.057129
	Iteration 27Q: 3 clusters Score -241318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241321.890625 Penalty: 2496.057129
	Iteration 28Q: 3 clusters Score -241321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241325.812500 Penalty: 2496.057129
	Iteration 29Q: 3 clusters Score -241325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241329.531250 Penalty: 2496.057129
	Iteration 30Q: 3 clusters Score -241329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241331.640625 Penalty: 2496.057129
	Iteration 31Q: 3 clusters Score -241331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241333.468750 Penalty: 2496.057129
	Iteration 32Q: 3 clusters Score -241333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241335.125000 Penalty: 2496.057129
	Iteration 33Q: 3 clusters Score -241335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -241335.828125 Penalty: 2496.057129
	Iteration 34Q: 3 clusters Score -241335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -241336.593750 Penalty: 2496.057129
	Iteration 35Q: 3 clusters Score -241336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -241336.500000 Penalty: 2496.057129
	Iteration 36Q: 3 clusters Score -241336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241337.703125 Penalty: 2496.057129
	Iteration 37Q: 3 clusters Score -241337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241338.390625 Penalty: 2496.057129
	Iteration 38Q: 3 clusters Score -241338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -241339.812500 Penalty: 2496.057129
	Iteration 39Q: 3 clusters Score -241339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241341.546875 Penalty: 2496.057129
	Iteration 40F: 3 clusters Score -241341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -241343.562500 Penalty: 2496.057129
	Iteration 41Q: 3 clusters Score -241343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241344.078125 Penalty: 2496.057129
	Iteration 42Q: 3 clusters Score -241344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -241345.750000 Penalty: 2496.057129
	Iteration 43Q: 3 clusters Score -241345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -241346.484375 Penalty: 2496.057129
	Iteration 44Q: 3 clusters Score -241346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241346.656250 Penalty: 2496.057129
	Iteration 45Q: 3 clusters Score -241346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241346.656250 Penalty: 2496.057129
	Iteration 46F: 3 clusters Score -241346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Entering Unmasked Estep 
Score: -1209882.375000 Penalty: 1492.582886
	Iteration 0F: 2 clusters Score -1209882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1202878.750000 Penalty: 2985.165771
	Iteration 0F: 3 clusters Score -1202879 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1205044.125000 Penalty: 2985.165771
	Iteration 1F: 3 clusters Score -1205044 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1205282.500000 Penalty: 2985.165771
	Iteration 2F: 3 clusters Score -1205282 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1205466.500000 Penalty: 2985.165771
	Iteration 3Q: 3 clusters Score -1205466 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1205654.375000 Penalty: 2985.165771
	Iteration 4Q: 3 clusters Score -1205654 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1205828.875000 Penalty: 2985.165771
	Iteration 5Q: 3 clusters Score -1205829 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1206025.625000 Penalty: 2985.165771
	Iteration 6Q: 3 clusters Score -1206026 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1206261.375000 Penalty: 2985.165771
	Iteration 7Q: 3 clusters Score -1206261 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1206553.750000 Penalty: 2985.165771
	Iteration 8Q: 3 clusters Score -1206554 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1206914.875000 Penalty: 2985.165771
	Iteration 9F: 3 clusters Score -1206915 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1207315.875000 Penalty: 2985.165771
	Iteration 10F: 3 clusters Score -1207316 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1207696.250000 Penalty: 2985.165771
	Iteration 11Q: 3 clusters Score -1207696 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1208002.250000 Penalty: 2985.165771
	Iteration 12Q: 3 clusters Score -1208002 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1208231.625000 Penalty: 2985.165771
	Iteration 13Q: 3 clusters Score -1208232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1208373.000000 Penalty: 2985.165771
	Iteration 14Q: 3 clusters Score -1208373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1208440.250000 Penalty: 2985.165771
	Iteration 15Q: 3 clusters Score -1208440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1208486.625000 Penalty: 2985.165771
	Iteration 16Q: 3 clusters Score -1208487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1208516.625000 Penalty: 2985.165771
	Iteration 17Q: 3 clusters Score -1208517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1208544.625000 Penalty: 2985.165771
	Iteration 18Q: 3 clusters Score -1208545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1208562.375000 Penalty: 2985.165771
	Iteration 19Q: 3 clusters Score -1208562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1208576.000000 Penalty: 2985.165771
	Iteration 20F: 3 clusters Score -1208576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1208584.750000 Penalty: 2985.165771
	Iteration 21Q: 3 clusters Score -1208585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1208595.000000 Penalty: 2985.165771
	Iteration 22Q: 3 clusters Score -1208595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1208596.875000 Penalty: 2985.165771
	Iteration 23Q: 3 clusters Score -1208597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1208603.500000 Penalty: 2985.165771
	Iteration 24Q: 3 clusters Score -1208604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1208605.250000 Penalty: 2985.165771
	Iteration 25Q: 3 clusters Score -1208605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1208605.875000 Penalty: 2985.165771
	Iteration 26Q: 3 clusters Score -1208606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1208609.000000 Penalty: 2985.165771
	Iteration 27Q: 3 clusters Score -1208609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1208613.125000 Penalty: 2985.165771
	Iteration 28Q: 3 clusters Score -1208613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1208618.250000 Penalty: 2985.165771
	Iteration 29Q: 3 clusters Score -1208618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1208620.375000 Penalty: 2985.165771
	Iteration 30Q: 3 clusters Score -1208620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1208623.125000 Penalty: 2985.165771
	Iteration 31Q: 3 clusters Score -1208623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1208625.125000 Penalty: 2985.165771
	Iteration 32Q: 3 clusters Score -1208625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1208625.125000 Penalty: 2985.165771
	Iteration 33F: 3 clusters Score -1208625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -36912.457031 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -36912.46 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 200 members 
Entering Unmasked Estep 
Score: -36110.601562 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -36110.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36332.195312 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -36332.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36430.121094 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -36430.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36480.644531 Penalty: 1921.888550
	Iteration 3Q: 3 clusters Score -36480.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36503.253906 Penalty: 1921.888550
	Iteration 4Q: 3 clusters Score -36503.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36525.171875 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -36525.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36529.625000 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -36529.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36533.378906 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -36533.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36533.378906 Penalty: 1921.888550
	Iteration 8F: 3 clusters Score -36533.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -1111006.875000 Penalty: 1479.865845
	Iteration 0F: 2 clusters Score -1111007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1104438.500000 Penalty: 2959.731689
	Iteration 0F: 3 clusters Score -1104438 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1106585.750000 Penalty: 2959.731689
	Iteration 1F: 3 clusters Score -1106586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1106816.750000 Penalty: 2959.731689
	Iteration 2F: 3 clusters Score -1106817 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1106993.125000 Penalty: 2959.731689
	Iteration 3Q: 3 clusters Score -1106993 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1107166.625000 Penalty: 2959.731689
	Iteration 4Q: 3 clusters Score -1107167 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1107347.875000 Penalty: 2959.731689
	Iteration 5Q: 3 clusters Score -1107348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1107533.875000 Penalty: 2959.731689
	Iteration 6Q: 3 clusters Score -1107534 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1107737.875000 Penalty: 2959.731689
	Iteration 7Q: 3 clusters Score -1107738 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1107978.625000 Penalty: 2959.731689
	Iteration 8Q: 3 clusters Score -1107979 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1108244.500000 Penalty: 2959.731689
	Iteration 9Q: 3 clusters Score -1108244 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1108568.000000 Penalty: 2959.731689
	Iteration 10Q: 3 clusters Score -1108568 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1108948.375000 Penalty: 2959.731689
	Iteration 11Q: 3 clusters Score -1108948 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1109328.875000 Penalty: 2959.731689
	Iteration 12Q: 3 clusters Score -1109329 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1109557.875000 Penalty: 2959.731689
	Iteration 13Q: 3 clusters Score -1109558 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1109689.375000 Penalty: 2959.731689
	Iteration 14Q: 3 clusters Score -1109689 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1109759.500000 Penalty: 2959.731689
	Iteration 15Q: 3 clusters Score -1109760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1109793.000000 Penalty: 2959.731689
	Iteration 16Q: 3 clusters Score -1109793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1109824.375000 Penalty: 2959.731689
	Iteration 17Q: 3 clusters Score -1109824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1109841.750000 Penalty: 2959.731689
	Iteration 18Q: 3 clusters Score -1109842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1109852.500000 Penalty: 2959.731689
	Iteration 19Q: 3 clusters Score -1109852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1109861.625000 Penalty: 2959.731689
	Iteration 20F: 3 clusters Score -1109862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1109866.125000 Penalty: 2959.731689
	Iteration 21Q: 3 clusters Score -1109866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1109870.500000 Penalty: 2959.731689
	Iteration 22Q: 3 clusters Score -1109870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1109875.000000 Penalty: 2959.731689
	Iteration 23Q: 3 clusters Score -1109875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1109875.750000 Penalty: 2959.731689
	Iteration 24Q: 3 clusters Score -1109876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1109880.000000 Penalty: 2959.731689
	Iteration 25Q: 3 clusters Score -1109880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1109881.750000 Penalty: 2959.731689
	Iteration 26Q: 3 clusters Score -1109882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1109884.375000 Penalty: 2959.731689
	Iteration 27Q: 3 clusters Score -1109884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1109887.000000 Penalty: 2959.731689
	Iteration 28Q: 3 clusters Score -1109887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1109887.625000 Penalty: 2959.731689
	Iteration 29Q: 3 clusters Score -1109888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1109892.875000 Penalty: 2959.731689
	Iteration 30Q: 3 clusters Score -1109893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1109897.250000 Penalty: 2959.731689
	Iteration 31Q: 3 clusters Score -1109897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1109901.875000 Penalty: 2959.731689
	Iteration 32Q: 3 clusters Score -1109902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1109907.125000 Penalty: 2959.731689
	Iteration 33Q: 3 clusters Score -1109907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1109913.625000 Penalty: 2959.731689
	Iteration 34Q: 3 clusters Score -1109914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1109913.250000 Penalty: 2959.731689
	Iteration 35Q: 3 clusters Score -1109913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1109915.250000 Penalty: 2959.731689
	Iteration 36Q: 3 clusters Score -1109915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1109916.500000 Penalty: 2959.731689
	Iteration 37Q: 3 clusters Score -1109916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1109919.875000 Penalty: 2959.731689
	Iteration 38Q: 3 clusters Score -1109920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1109923.375000 Penalty: 2959.731689
	Iteration 39Q: 3 clusters Score -1109923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1109923.750000 Penalty: 2959.731689
	Iteration 40F: 3 clusters Score -1109924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1109923.625000 Penalty: 2959.731689
	Iteration 41Q: 3 clusters Score -1109924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1109925.500000 Penalty: 2959.731689
	Iteration 42Q: 3 clusters Score -1109926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1109925.750000 Penalty: 2959.731689
	Iteration 43Q: 3 clusters Score -1109926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1109931.000000 Penalty: 2959.731689
	Iteration 44Q: 3 clusters Score -1109931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1109935.125000 Penalty: 2959.731689
	Iteration 45Q: 3 clusters Score -1109935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1109939.125000 Penalty: 2959.731689
	Iteration 46Q: 3 clusters Score -1109939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1109939.500000 Penalty: 2959.731689
	Iteration 47Q: 3 clusters Score -1109940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1109941.875000 Penalty: 2959.731689
	Iteration 48Q: 3 clusters Score -1109942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1109941.000000 Penalty: 2959.731689
	Iteration 49Q: 3 clusters Score -1109941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1109944.375000 Penalty: 2959.731689
	Iteration 50Q: 3 clusters Score -1109944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1109950.625000 Penalty: 2959.731689
	Iteration 51Q: 3 clusters Score -1109951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1109959.375000 Penalty: 2959.731689
	Iteration 52Q: 3 clusters Score -1109959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1109962.500000 Penalty: 2959.731689
	Iteration 53Q: 3 clusters Score -1109962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1109960.750000 Penalty: 2959.731689
	Iteration 54Q: 3 clusters Score -1109961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1109965.750000 Penalty: 2959.731689
	Iteration 55Q: 3 clusters Score -1109966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1109971.500000 Penalty: 2959.731689
	Iteration 56Q: 3 clusters Score -1109972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1109977.375000 Penalty: 2959.731689
	Iteration 57Q: 3 clusters Score -1109977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1109982.750000 Penalty: 2959.731689
	Iteration 58Q: 3 clusters Score -1109983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1109995.750000 Penalty: 2959.731689
	Iteration 59Q: 3 clusters Score -1109996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1110007.000000 Penalty: 2959.731689
	Iteration 60F: 3 clusters Score -1110007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1110018.875000 Penalty: 2959.731689
	Iteration 61Q: 3 clusters Score -1110019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1110031.875000 Penalty: 2959.731689
	Iteration 62Q: 3 clusters Score -1110032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1110043.250000 Penalty: 2959.731689
	Iteration 63Q: 3 clusters Score -1110043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1110049.250000 Penalty: 2959.731689
	Iteration 64Q: 3 clusters Score -1110049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1110057.625000 Penalty: 2959.731689
	Iteration 65Q: 3 clusters Score -1110058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1110062.750000 Penalty: 2959.731689
	Iteration 66Q: 3 clusters Score -1110063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1110071.750000 Penalty: 2959.731689
	Iteration 67Q: 3 clusters Score -1110072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1110080.625000 Penalty: 2959.731689
	Iteration 68Q: 3 clusters Score -1110081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1110089.000000 Penalty: 2959.731689
	Iteration 69Q: 3 clusters Score -1110089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1110093.250000 Penalty: 2959.731689
	Iteration 70Q: 3 clusters Score -1110093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1110102.875000 Penalty: 2959.731689
	Iteration 71Q: 3 clusters Score -1110103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1110111.375000 Penalty: 2959.731689
	Iteration 72Q: 3 clusters Score -1110111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1110125.875000 Penalty: 2959.731689
	Iteration 73Q: 3 clusters Score -1110126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1110136.000000 Penalty: 2959.731689
	Iteration 74Q: 3 clusters Score -1110136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1110150.250000 Penalty: 2959.731689
	Iteration 75Q: 3 clusters Score -1110150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1110165.250000 Penalty: 2959.731689
	Iteration 76Q: 3 clusters Score -1110165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1110181.125000 Penalty: 2959.731689
	Iteration 77Q: 3 clusters Score -1110181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1110197.000000 Penalty: 2959.731689
	Iteration 78Q: 3 clusters Score -1110197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1110210.750000 Penalty: 2959.731689
	Iteration 79Q: 3 clusters Score -1110211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1110222.750000 Penalty: 2959.731689
	Iteration 80F: 3 clusters Score -1110223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1110240.875000 Penalty: 2959.731689
	Iteration 81Q: 3 clusters Score -1110241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1110264.000000 Penalty: 2959.731689
	Iteration 82Q: 3 clusters Score -1110264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1110291.375000 Penalty: 2959.731689
	Iteration 83Q: 3 clusters Score -1110291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1110320.375000 Penalty: 2959.731689
	Iteration 84Q: 3 clusters Score -1110320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1110359.875000 Penalty: 2959.731689
	Iteration 85Q: 3 clusters Score -1110360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1110396.000000 Penalty: 2959.731689
	Iteration 86Q: 3 clusters Score -1110396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1110433.125000 Penalty: 2959.731689
	Iteration 87Q: 3 clusters Score -1110433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1110470.000000 Penalty: 2959.731689
	Iteration 88Q: 3 clusters Score -1110470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1110501.250000 Penalty: 2959.731689
	Iteration 89Q: 3 clusters Score -1110501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1110534.500000 Penalty: 2959.731689
	Iteration 90Q: 3 clusters Score -1110534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1110563.125000 Penalty: 2959.731689
	Iteration 91Q: 3 clusters Score -1110563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1110582.500000 Penalty: 2959.731689
	Iteration 92Q: 3 clusters Score -1110582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1110604.375000 Penalty: 2959.731689
	Iteration 93Q: 3 clusters Score -1110604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1110618.625000 Penalty: 2959.731689
	Iteration 94Q: 3 clusters Score -1110619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1110627.625000 Penalty: 2959.731689
	Iteration 95Q: 3 clusters Score -1110628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1110633.125000 Penalty: 2959.731689
	Iteration 96Q: 3 clusters Score -1110633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1110636.500000 Penalty: 2959.731689
	Iteration 97Q: 3 clusters Score -1110636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1110640.875000 Penalty: 2959.731689
	Iteration 98Q: 3 clusters Score -1110641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1110641.625000 Penalty: 2959.731689
	Iteration 99Q: 3 clusters Score -1110642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1110647.750000 Penalty: 2959.731689
	Iteration 100F: 3 clusters Score -1110648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1110651.750000 Penalty: 2959.731689
	Iteration 101Q: 3 clusters Score -1110652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1110651.250000 Penalty: 2959.731689
	Iteration 102Q: 3 clusters Score -1110651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1110654.500000 Penalty: 2959.731689
	Iteration 103Q: 3 clusters Score -1110654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1110656.250000 Penalty: 2959.731689
	Iteration 104Q: 3 clusters Score -1110656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1110660.000000 Penalty: 2959.731689
	Iteration 105Q: 3 clusters Score -1110660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1110664.125000 Penalty: 2959.731689
	Iteration 106Q: 3 clusters Score -1110664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1110664.875000 Penalty: 2959.731689
	Iteration 107Q: 3 clusters Score -1110665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1110669.125000 Penalty: 2959.731689
	Iteration 108Q: 3 clusters Score -1110669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1110668.750000 Penalty: 2959.731689
	Iteration 109Q: 3 clusters Score -1110669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1110674.875000 Penalty: 2959.731689
	Iteration 110Q: 3 clusters Score -1110675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1110677.250000 Penalty: 2959.731689
	Iteration 111Q: 3 clusters Score -1110677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1110679.000000 Penalty: 2959.731689
	Iteration 112Q: 3 clusters Score -1110679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1110680.375000 Penalty: 2959.731689
	Iteration 113Q: 3 clusters Score -1110680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1110683.750000 Penalty: 2959.731689
	Iteration 114Q: 3 clusters Score -1110684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1110684.750000 Penalty: 2959.731689
	Iteration 115Q: 3 clusters Score -1110685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1110686.750000 Penalty: 2959.731689
	Iteration 116Q: 3 clusters Score -1110687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1110686.375000 Penalty: 2959.731689
	Iteration 117Q: 3 clusters Score -1110686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1110690.000000 Penalty: 2959.731689
	Iteration 118Q: 3 clusters Score -1110690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1110690.375000 Penalty: 2959.731689
	Iteration 119Q: 3 clusters Score -1110690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1110691.875000 Penalty: 2959.731689
	Iteration 120F: 3 clusters Score -1110692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1110692.375000 Penalty: 2959.731689
	Iteration 121Q: 3 clusters Score -1110692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1110692.250000 Penalty: 2959.731689
	Iteration 122Q: 3 clusters Score -1110692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1110692.500000 Penalty: 2959.731689
	Iteration 123Q: 3 clusters Score -1110692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1110691.875000 Penalty: 2959.731689
	Iteration 124Q: 3 clusters Score -1110692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1110692.000000 Penalty: 2959.731689
	Iteration 125Q: 3 clusters Score -1110692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1110691.375000 Penalty: 2959.731689
	Iteration 126Q: 3 clusters Score -1110691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1110691.375000 Penalty: 2959.731689
	Iteration 127F: 3 clusters Score -1110691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -808415.937500 Penalty: 1428.319824
	Iteration 0F: 2 clusters Score -808415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -803495.125000 Penalty: 2856.639648
	Iteration 0F: 3 clusters Score -803495.1 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -804926.250000 Penalty: 2856.639648
	Iteration 1F: 3 clusters Score -804926.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -805178.062500 Penalty: 2856.639648
	Iteration 2F: 3 clusters Score -805178.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -805420.312500 Penalty: 2856.639648
	Iteration 3F: 3 clusters Score -805420.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -805696.875000 Penalty: 2856.639648
	Iteration 4F: 3 clusters Score -805696.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -805992.125000 Penalty: 2856.639648
	Iteration 5F: 3 clusters Score -805992.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -806267.562500 Penalty: 2856.639648
	Iteration 6F: 3 clusters Score -806267.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -806514.250000 Penalty: 2856.639648
	Iteration 7F: 3 clusters Score -806514.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -806678.937500 Penalty: 2856.639648
	Iteration 8Q: 3 clusters Score -806678.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -806802.562500 Penalty: 2856.639648
	Iteration 9Q: 3 clusters Score -806802.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -806877.875000 Penalty: 2856.639648
	Iteration 10Q: 3 clusters Score -806877.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -806926.312500 Penalty: 2856.639648
	Iteration 11Q: 3 clusters Score -806926.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -806951.937500 Penalty: 2856.639648
	Iteration 12Q: 3 clusters Score -806951.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -806969.312500 Penalty: 2856.639648
	Iteration 13Q: 3 clusters Score -806969.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -806982.250000 Penalty: 2856.639648
	Iteration 14Q: 3 clusters Score -806982.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -806991.937500 Penalty: 2856.639648
	Iteration 15Q: 3 clusters Score -806991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -807001.937500 Penalty: 2856.639648
	Iteration 16Q: 3 clusters Score -807001.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -807014.250000 Penalty: 2856.639648
	Iteration 17Q: 3 clusters Score -807014.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -807018.875000 Penalty: 2856.639648
	Iteration 18Q: 3 clusters Score -807018.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -807027.187500 Penalty: 2856.639648
	Iteration 19Q: 3 clusters Score -807027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -807030.500000 Penalty: 2856.639648
	Iteration 20F: 3 clusters Score -807030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -807032.375000 Penalty: 2856.639648
	Iteration 21Q: 3 clusters Score -807032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -807037.125000 Penalty: 2856.639648
	Iteration 22Q: 3 clusters Score -807037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -807037.687500 Penalty: 2856.639648
	Iteration 23Q: 3 clusters Score -807037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -807041.375000 Penalty: 2856.639648
	Iteration 24Q: 3 clusters Score -807041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -807043.125000 Penalty: 2856.639648
	Iteration 25Q: 3 clusters Score -807043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -807042.937500 Penalty: 2856.639648
	Iteration 26Q: 3 clusters Score -807042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -807046.812500 Penalty: 2856.639648
	Iteration 27Q: 3 clusters Score -807046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -807049.687500 Penalty: 2856.639648
	Iteration 28Q: 3 clusters Score -807049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -807051.437500 Penalty: 2856.639648
	Iteration 29Q: 3 clusters Score -807051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -807052.937500 Penalty: 2856.639648
	Iteration 30Q: 3 clusters Score -807052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -807054.125000 Penalty: 2856.639648
	Iteration 31Q: 3 clusters Score -807054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -807055.625000 Penalty: 2856.639648
	Iteration 32Q: 3 clusters Score -807055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -807055.000000 Penalty: 2856.639648
	Iteration 33Q: 3 clusters Score -807055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -807058.687500 Penalty: 2856.639648
	Iteration 34Q: 3 clusters Score -807058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -807058.312500 Penalty: 2856.639648
	Iteration 35Q: 3 clusters Score -807058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -807061.000000 Penalty: 2856.639648
	Iteration 36Q: 3 clusters Score -807061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -807063.125000 Penalty: 2856.639648
	Iteration 37Q: 3 clusters Score -807063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -807063.062500 Penalty: 2856.639648
	Iteration 38Q: 3 clusters Score -807063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -807064.062500 Penalty: 2856.639648
	Iteration 39Q: 3 clusters Score -807064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -807066.562500 Penalty: 2856.639648
	Iteration 40F: 3 clusters Score -807066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -807066.875000 Penalty: 2856.639648
	Iteration 41Q: 3 clusters Score -807066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -807069.187500 Penalty: 2856.639648
	Iteration 42Q: 3 clusters Score -807069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -807069.437500 Penalty: 2856.639648
	Iteration 43Q: 3 clusters Score -807069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -807072.562500 Penalty: 2856.639648
	Iteration 44Q: 3 clusters Score -807072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -807074.250000 Penalty: 2856.639648
	Iteration 45Q: 3 clusters Score -807074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -807073.687500 Penalty: 2856.639648
	Iteration 46Q: 3 clusters Score -807073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -807074.250000 Penalty: 2856.639648
	Iteration 47Q: 3 clusters Score -807074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -807076.125000 Penalty: 2856.639648
	Iteration 48Q: 3 clusters Score -807076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -807077.000000 Penalty: 2856.639648
	Iteration 49Q: 3 clusters Score -807077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -807077.437500 Penalty: 2856.639648
	Iteration 50Q: 3 clusters Score -807077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -807077.500000 Penalty: 2856.639648
	Iteration 51Q: 3 clusters Score -807077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -807078.812500 Penalty: 2856.639648
	Iteration 52Q: 3 clusters Score -807078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -807079.250000 Penalty: 2856.639648
	Iteration 53Q: 3 clusters Score -807079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -807078.125000 Penalty: 2856.639648
	Iteration 54Q: 3 clusters Score -807078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -807078.125000 Penalty: 2856.639648
	Iteration 55F: 3 clusters Score -807078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -159504.671875 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -159504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157812.718750 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -157812.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158135.875000 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -158135.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158226.390625 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -158226.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158282.343750 Penalty: 2352.044189
	Iteration 3F: 3 clusters Score -158282.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158321.468750 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -158321.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158344.375000 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -158344.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158360.078125 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -158360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -158369.406250 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -158369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -158377.046875 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -158377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -158387.781250 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -158387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -158393.359375 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -158393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -158394.218750 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -158394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -158394.625000 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -158394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -158394.625000 Penalty: 2352.044189
	Iteration 13F: 3 clusters Score -158394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Entering Unmasked Estep 
Score: -1155923.625000 Penalty: 1494.257324
	Iteration 0F: 2 clusters Score -1155924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1148849.125000 Penalty: 2988.514648
	Iteration 0F: 3 clusters Score -1148849 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1151065.250000 Penalty: 2988.514648
	Iteration 1F: 3 clusters Score -1151065 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1151319.875000 Penalty: 2988.514648
	Iteration 2F: 3 clusters Score -1151320 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1151536.250000 Penalty: 2988.514648
	Iteration 3Q: 3 clusters Score -1151536 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1151703.625000 Penalty: 2988.514648
	Iteration 4Q: 3 clusters Score -1151704 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1151887.000000 Penalty: 2988.514648
	Iteration 5Q: 3 clusters Score -1151887 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1152053.125000 Penalty: 2988.514648
	Iteration 6Q: 3 clusters Score -1152053 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1152248.750000 Penalty: 2988.514648
	Iteration 7Q: 3 clusters Score -1152249 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1152492.875000 Penalty: 2988.514648
	Iteration 8Q: 3 clusters Score -1152493 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1152760.375000 Penalty: 2988.514648
	Iteration 9Q: 3 clusters Score -1152760 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1153086.875000 Penalty: 2988.514648
	Iteration 10Q: 3 clusters Score -1153087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1153421.125000 Penalty: 2988.514648
	Iteration 11Q: 3 clusters Score -1153421 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1153732.875000 Penalty: 2988.514648
	Iteration 12Q: 3 clusters Score -1153733 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1153992.125000 Penalty: 2988.514648
	Iteration 13Q: 3 clusters Score -1153992 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1154163.625000 Penalty: 2988.514648
	Iteration 14Q: 3 clusters Score -1154164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1154304.375000 Penalty: 2988.514648
	Iteration 15Q: 3 clusters Score -1154304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1154410.625000 Penalty: 2988.514648
	Iteration 16Q: 3 clusters Score -1154411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1154480.500000 Penalty: 2988.514648
	Iteration 17Q: 3 clusters Score -1154480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1154516.625000 Penalty: 2988.514648
	Iteration 18Q: 3 clusters Score -1154517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1154548.750000 Penalty: 2988.514648
	Iteration 19Q: 3 clusters Score -1154549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1154568.875000 Penalty: 2988.514648
	Iteration 20F: 3 clusters Score -1154569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1154581.625000 Penalty: 2988.514648
	Iteration 21Q: 3 clusters Score -1154582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1154597.500000 Penalty: 2988.514648
	Iteration 22Q: 3 clusters Score -1154598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1154610.625000 Penalty: 2988.514648
	Iteration 23Q: 3 clusters Score -1154611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1154616.250000 Penalty: 2988.514648
	Iteration 24Q: 3 clusters Score -1154616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1154619.625000 Penalty: 2988.514648
	Iteration 25Q: 3 clusters Score -1154620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1154621.000000 Penalty: 2988.514648
	Iteration 26Q: 3 clusters Score -1154621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1154622.250000 Penalty: 2988.514648
	Iteration 27Q: 3 clusters Score -1154622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1154626.875000 Penalty: 2988.514648
	Iteration 28Q: 3 clusters Score -1154627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1154626.875000 Penalty: 2988.514648
	Iteration 29F: 3 clusters Score -1154627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 159 members 
Entering Unmasked Estep 
Score: -42842.742188 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42842.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42938.507812 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42938.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42970.406250 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -42970.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Entering Unmasked Estep 
Score: -2352160.000000 Penalty: 1604.935791
	Iteration 0F: 2 clusters Score -2352160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2338808.250000 Penalty: 3209.871582
	Iteration 0F: 3 clusters Score -2338808 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2344009.000000 Penalty: 3209.871582
	Iteration 1F: 3 clusters Score -2344009 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2344892.500000 Penalty: 3209.871582
	Iteration 2F: 3 clusters Score -2344892 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2345937.000000 Penalty: 3209.871582
	Iteration 3F: 3 clusters Score -2345937 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2347164.500000 Penalty: 3209.871582
	Iteration 4F: 3 clusters Score -2347164 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2348315.500000 Penalty: 3209.871582
	Iteration 5F: 3 clusters Score -2348316 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2349214.500000 Penalty: 3209.871582
	Iteration 6F: 3 clusters Score -2349214 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2349845.500000 Penalty: 3209.871582
	Iteration 7F: 3 clusters Score -2349846 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2350257.500000 Penalty: 3209.871582
	Iteration 8Q: 3 clusters Score -2350258 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2350505.500000 Penalty: 3209.871582
	Iteration 9Q: 3 clusters Score -2350506 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2350645.250000 Penalty: 3209.871582
	Iteration 10Q: 3 clusters Score -2350645 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2350711.750000 Penalty: 3209.871582
	Iteration 11Q: 3 clusters Score -2350712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2350742.750000 Penalty: 3209.871582
	Iteration 12Q: 3 clusters Score -2350743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2350762.750000 Penalty: 3209.871582
	Iteration 13Q: 3 clusters Score -2350763 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2350778.750000 Penalty: 3209.871582
	Iteration 14Q: 3 clusters Score -2350779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2350791.500000 Penalty: 3209.871582
	Iteration 15Q: 3 clusters Score -2350792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2350793.750000 Penalty: 3209.871582
	Iteration 16Q: 3 clusters Score -2350794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2350789.000000 Penalty: 3209.871582
	Iteration 17Q: 3 clusters Score -2350789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2350793.250000 Penalty: 3209.871582
	Iteration 18Q: 3 clusters Score -2350793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2350798.250000 Penalty: 3209.871582
	Iteration 19Q: 3 clusters Score -2350798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2350796.000000 Penalty: 3209.871582
	Iteration 20F: 3 clusters Score -2350796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2350796.750000 Penalty: 3209.871582
	Iteration 21Q: 3 clusters Score -2350797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2350793.750000 Penalty: 3209.871582
	Iteration 22Q: 3 clusters Score -2350794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2350795.750000 Penalty: 3209.871582
	Iteration 23Q: 3 clusters Score -2350796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2350795.250000 Penalty: 3209.871582
	Iteration 24Q: 3 clusters Score -2350795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2350795.250000 Penalty: 3209.871582
	Iteration 25F: 3 clusters Score -2350795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1133218.000000 Penalty: 1484.116943
	Iteration 0F: 2 clusters Score -1133218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1126566.500000 Penalty: 2968.233887
	Iteration 0F: 3 clusters Score -1126566 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1128642 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1128866.250000 Penalty: 2968.233887
	Iteration 2F: 3 clusters Score -1128866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1129022 nChanged 326
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Mstep: Class 1 contains 4503 members 
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Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1129120 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1129194 nChanged 219
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Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1129252 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1129300 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1129347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1129376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1129404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1129433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1129456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1129486.750000 Penalty: 2968.233887
	Iteration 13Q: 3 clusters Score -1129487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1129517.125000 Penalty: 2968.233887
	Iteration 14Q: 3 clusters Score -1129517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1129561.125000 Penalty: 2968.233887
	Iteration 15Q: 3 clusters Score -1129561 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1129620.125000 Penalty: 2968.233887
	Iteration 16Q: 3 clusters Score -1129620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1129699.875000 Penalty: 2968.233887
	Iteration 17Q: 3 clusters Score -1129700 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1129787.875000 Penalty: 2968.233887
	Iteration 18Q: 3 clusters Score -1129788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1129884.250000 Penalty: 2968.233887
	Iteration 19Q: 3 clusters Score -1129884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1129983.125000 Penalty: 2968.233887
	Iteration 20F: 3 clusters Score -1129983 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1130087.500000 Penalty: 2968.233887
	Iteration 21Q: 3 clusters Score -1130088 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1130192.125000 Penalty: 2968.233887
	Iteration 22Q: 3 clusters Score -1130192 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1130301.125000 Penalty: 2968.233887
	Iteration 23Q: 3 clusters Score -1130301 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1130426.250000 Penalty: 2968.233887
	Iteration 24Q: 3 clusters Score -1130426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1130536.500000 Penalty: 2968.233887
	Iteration 25Q: 3 clusters Score -1130536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1130638.750000 Penalty: 2968.233887
	Iteration 26Q: 3 clusters Score -1130639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1130716.125000 Penalty: 2968.233887
	Iteration 27Q: 3 clusters Score -1130716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1130791.000000 Penalty: 2968.233887
	Iteration 28Q: 3 clusters Score -1130791 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1130874.000000 Penalty: 2968.233887
	Iteration 29Q: 3 clusters Score -1130874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1130949.000000 Penalty: 2968.233887
	Iteration 30Q: 3 clusters Score -1130949 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1131022.500000 Penalty: 2968.233887
	Iteration 31Q: 3 clusters Score -1131022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1131106.250000 Penalty: 2968.233887
	Iteration 32Q: 3 clusters Score -1131106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1131178.000000 Penalty: 2968.233887
	Iteration 33Q: 3 clusters Score -1131178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1131255.375000 Penalty: 2968.233887
	Iteration 34Q: 3 clusters Score -1131255 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1131317.375000 Penalty: 2968.233887
	Iteration 35Q: 3 clusters Score -1131317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1131366.375000 Penalty: 2968.233887
	Iteration 36Q: 3 clusters Score -1131366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1131411.875000 Penalty: 2968.233887
	Iteration 37Q: 3 clusters Score -1131412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1131457.125000 Penalty: 2968.233887
	Iteration 38Q: 3 clusters Score -1131457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1131497.875000 Penalty: 2968.233887
	Iteration 39Q: 3 clusters Score -1131498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1131539.375000 Penalty: 2968.233887
	Iteration 40F: 3 clusters Score -1131539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1131583.500000 Penalty: 2968.233887
	Iteration 41Q: 3 clusters Score -1131584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1131628.125000 Penalty: 2968.233887
	Iteration 42Q: 3 clusters Score -1131628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1131660.250000 Penalty: 2968.233887
	Iteration 43Q: 3 clusters Score -1131660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1131691.000000 Penalty: 2968.233887
	Iteration 44Q: 3 clusters Score -1131691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1131716.625000 Penalty: 2968.233887
	Iteration 45Q: 3 clusters Score -1131717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1131732.625000 Penalty: 2968.233887
	Iteration 46Q: 3 clusters Score -1131733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1131757.375000 Penalty: 2968.233887
	Iteration 47Q: 3 clusters Score -1131757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1131771.875000 Penalty: 2968.233887
	Iteration 48Q: 3 clusters Score -1131772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1131780.000000 Penalty: 2968.233887
	Iteration 49Q: 3 clusters Score -1131780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1131790.125000 Penalty: 2968.233887
	Iteration 50Q: 3 clusters Score -1131790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1131796.875000 Penalty: 2968.233887
	Iteration 51Q: 3 clusters Score -1131797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1131802.250000 Penalty: 2968.233887
	Iteration 52Q: 3 clusters Score -1131802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1131806.750000 Penalty: 2968.233887
	Iteration 53Q: 3 clusters Score -1131807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1131812.500000 Penalty: 2968.233887
	Iteration 54Q: 3 clusters Score -1131812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1131815.750000 Penalty: 2968.233887
	Iteration 55Q: 3 clusters Score -1131816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1131817.875000 Penalty: 2968.233887
	Iteration 56Q: 3 clusters Score -1131818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1131823.000000 Penalty: 2968.233887
	Iteration 57Q: 3 clusters Score -1131823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1131828.000000 Penalty: 2968.233887
	Iteration 58Q: 3 clusters Score -1131828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1131832.625000 Penalty: 2968.233887
	Iteration 59Q: 3 clusters Score -1131833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1131837.250000 Penalty: 2968.233887
	Iteration 60F: 3 clusters Score -1131837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1131843.250000 Penalty: 2968.233887
	Iteration 61Q: 3 clusters Score -1131843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1131850.875000 Penalty: 2968.233887
	Iteration 62Q: 3 clusters Score -1131851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1131853.500000 Penalty: 2968.233887
	Iteration 63Q: 3 clusters Score -1131854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1131858.000000 Penalty: 2968.233887
	Iteration 64Q: 3 clusters Score -1131858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1131861.125000 Penalty: 2968.233887
	Iteration 65Q: 3 clusters Score -1131861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1131861.375000 Penalty: 2968.233887
	Iteration 66Q: 3 clusters Score -1131861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1131863.000000 Penalty: 2968.233887
	Iteration 67Q: 3 clusters Score -1131863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1131864.125000 Penalty: 2968.233887
	Iteration 68Q: 3 clusters Score -1131864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1131865.375000 Penalty: 2968.233887
	Iteration 69Q: 3 clusters Score -1131865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1131868.750000 Penalty: 2968.233887
	Iteration 70Q: 3 clusters Score -1131869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1131870.750000 Penalty: 2968.233887
	Iteration 71Q: 3 clusters Score -1131871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1131872.750000 Penalty: 2968.233887
	Iteration 72Q: 3 clusters Score -1131873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1131880.500000 Penalty: 2968.233887
	Iteration 73Q: 3 clusters Score -1131880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1131885.000000 Penalty: 2968.233887
	Iteration 74Q: 3 clusters Score -1131885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1131887.125000 Penalty: 2968.233887
	Iteration 75Q: 3 clusters Score -1131887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1131889.750000 Penalty: 2968.233887
	Iteration 76Q: 3 clusters Score -1131890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1131891.500000 Penalty: 2968.233887
	Iteration 77Q: 3 clusters Score -1131892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1131894.875000 Penalty: 2968.233887
	Iteration 78Q: 3 clusters Score -1131895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1131897.625000 Penalty: 2968.233887
	Iteration 79Q: 3 clusters Score -1131898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1131899.000000 Penalty: 2968.233887
	Iteration 80F: 3 clusters Score -1131899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1131901.250000 Penalty: 2968.233887
	Iteration 81Q: 3 clusters Score -1131901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1131902.125000 Penalty: 2968.233887
	Iteration 82Q: 3 clusters Score -1131902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1131901.500000 Penalty: 2968.233887
	Iteration 83Q: 3 clusters Score -1131902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1131900.750000 Penalty: 2968.233887
	Iteration 84Q: 3 clusters Score -1131901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1131904.750000 Penalty: 2968.233887
	Iteration 85Q: 3 clusters Score -1131905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1131906.000000 Penalty: 2968.233887
	Iteration 86Q: 3 clusters Score -1131906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1131906.000000 Penalty: 2968.233887
	Iteration 87F: 3 clusters Score -1131906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Entering Unmasked Estep 
Score: -18508184.000000 Penalty: 1939.566162
	Iteration 0F: 2 clusters Score -1.850818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -18413442.000000 Penalty: 3879.132324
	Iteration 0F: 3 clusters Score -1.841344e+07 nChanged 73965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -18457828.000000 Penalty: 3879.132324
	Iteration 1F: 3 clusters Score -1.845783e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -18459086.000000 Penalty: 3879.132324
	Iteration 2Q: 3 clusters Score -1.845909e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -18460998.000000 Penalty: 3879.132324
	Iteration 3Q: 3 clusters Score -1.8461e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -18464206.000000 Penalty: 3879.132324
	Iteration 4Q: 3 clusters Score -1.846421e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -18469112.000000 Penalty: 3879.132324
	Iteration 5F: 3 clusters Score -1.846911e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -18476176.000000 Penalty: 3879.132324
	Iteration 6F: 3 clusters Score -1.847618e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 121653 members 
Entering Unmasked Estep 
Score: -18484178.000000 Penalty: 3879.132324
	Iteration 7F: 3 clusters Score -1.848418e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -18491612.000000 Penalty: 3879.132324
	Iteration 8F: 3 clusters Score -1.849161e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -18496832.000000 Penalty: 3879.132324
	Iteration 9Q: 3 clusters Score -1.849683e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -18500182.000000 Penalty: 3879.132324
	Iteration 10Q: 3 clusters Score -1.850018e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -18502532.000000 Penalty: 3879.132324
	Iteration 11Q: 3 clusters Score -1.850253e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -18504152.000000 Penalty: 3879.132324
	Iteration 12Q: 3 clusters Score -1.850415e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -18505586.000000 Penalty: 3879.132324
	Iteration 13Q: 3 clusters Score -1.850559e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -18506238.000000 Penalty: 3879.132324
	Iteration 14Q: 3 clusters Score -1.850624e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -18506612.000000 Penalty: 3879.132324
	Iteration 15Q: 3 clusters Score -1.850661e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -18506836.000000 Penalty: 3879.132324
	Iteration 16Q: 3 clusters Score -1.850684e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -18506928.000000 Penalty: 3879.132324
	Iteration 17Q: 3 clusters Score -1.850693e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 150377 members 
Entering Unmasked Estep 
Score: -18506958.000000 Penalty: 3879.132324
	Iteration 18Q: 3 clusters Score -1.850696e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -18506982.000000 Penalty: 3879.132324
	Iteration 19Q: 3 clusters Score -1.850698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -18506994.000000 Penalty: 3879.132324
	Iteration 20F: 3 clusters Score -1.850699e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 150562 members 
Entering Unmasked Estep 
Score: -18507028.000000 Penalty: 3879.132324
	Iteration 21Q: 3 clusters Score -1.850703e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 150597 members 
Entering Unmasked Estep 
Score: -18507090.000000 Penalty: 3879.132324
	Iteration 22Q: 3 clusters Score -1.850709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -18507108.000000 Penalty: 3879.132324
	Iteration 23Q: 3 clusters Score -1.850711e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507108.000000 Penalty: 3879.132324
	Iteration 24Q: 3 clusters Score -1.850711e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507126.000000 Penalty: 3879.132324
	Iteration 25Q: 3 clusters Score -1.850713e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 150634 members 
Entering Unmasked Estep 
Score: -18507130.000000 Penalty: 3879.132324
	Iteration 26Q: 3 clusters Score -1.850713e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 150639 members 
Entering Unmasked Estep 
Score: -18507144.000000 Penalty: 3879.132324
	Iteration 27Q: 3 clusters Score -1.850714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -18507136.000000 Penalty: 3879.132324
	Iteration 28Q: 3 clusters Score -1.850714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -18507170.000000 Penalty: 3879.132324
	Iteration 29Q: 3 clusters Score -1.850717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -18507184.000000 Penalty: 3879.132324
	Iteration 30Q: 3 clusters Score -1.850718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -18507202.000000 Penalty: 3879.132324
	Iteration 31Q: 3 clusters Score -1.85072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -18507202.000000 Penalty: 3879.132324
	Iteration 32Q: 3 clusters Score -1.85072e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -18507198.000000 Penalty: 3879.132324
	Iteration 33Q: 3 clusters Score -1.85072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -18507214.000000 Penalty: 3879.132324
	Iteration 34Q: 3 clusters Score -1.850721e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -18507196.000000 Penalty: 3879.132324
	Iteration 35Q: 3 clusters Score -1.85072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -18507204.000000 Penalty: 3879.132324
	Iteration 36Q: 3 clusters Score -1.85072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -18507216.000000 Penalty: 3879.132324
	Iteration 37Q: 3 clusters Score -1.850722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -18507212.000000 Penalty: 3879.132324
	Iteration 38Q: 3 clusters Score -1.850721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -18507238.000000 Penalty: 3879.132324
	Iteration 39Q: 3 clusters Score -1.850724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507224.000000 Penalty: 3879.132324
	Iteration 40F: 3 clusters Score -1.850722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -18507216.000000 Penalty: 3879.132324
	Iteration 41Q: 3 clusters Score -1.850722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507236.000000 Penalty: 3879.132324
	Iteration 42Q: 3 clusters Score -1.850724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -18507230.000000 Penalty: 3879.132324
	Iteration 43Q: 3 clusters Score -1.850723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -18507238.000000 Penalty: 3879.132324
	Iteration 44Q: 3 clusters Score -1.850724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -18507242.000000 Penalty: 3879.132324
	Iteration 45Q: 3 clusters Score -1.850724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -18507248.000000 Penalty: 3879.132324
	Iteration 46Q: 3 clusters Score -1.850725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -18507230.000000 Penalty: 3879.132324
	Iteration 47Q: 3 clusters Score -1.850723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -18507244.000000 Penalty: 3879.132324
	Iteration 48Q: 3 clusters Score -1.850724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -18507248.000000 Penalty: 3879.132324
	Iteration 49Q: 3 clusters Score -1.850725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -18507254.000000 Penalty: 3879.132324
	Iteration 50Q: 3 clusters Score -1.850725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507260.000000 Penalty: 3879.132324
	Iteration 51Q: 3 clusters Score -1.850726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -18507256.000000 Penalty: 3879.132324
	Iteration 52Q: 3 clusters Score -1.850726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 150634 members 
Entering Unmasked Estep 
Score: -18507250.000000 Penalty: 3879.132324
	Iteration 53Q: 3 clusters Score -1.850725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507248.000000 Penalty: 3879.132324
	Iteration 54Q: 3 clusters Score -1.850725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18507258.000000 Penalty: 3879.132324
	Iteration 55Q: 3 clusters Score -1.850726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -18507246.000000 Penalty: 3879.132324
	Iteration 56Q: 3 clusters Score -1.850725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -18507254.000000 Penalty: 3879.132324
	Iteration 57Q: 3 clusters Score -1.850725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -18507264.000000 Penalty: 3879.132324
	Iteration 58Q: 3 clusters Score -1.850726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 150644 members 
Entering Unmasked Estep 
Score: -18507256.000000 Penalty: 3879.132324
	Iteration 59Q: 3 clusters Score -1.850726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -18507250.000000 Penalty: 3879.132324
	Iteration 60F: 3 clusters Score -1.850725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -18507244.000000 Penalty: 3879.132324
	Iteration 61Q: 3 clusters Score -1.850724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -18507242.000000 Penalty: 3879.132324
	Iteration 62Q: 3 clusters Score -1.850724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -18507254.000000 Penalty: 3879.132324
	Iteration 63Q: 3 clusters Score -1.850725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -18507270.000000 Penalty: 3879.132324
	Iteration 64Q: 3 clusters Score -1.850727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -18507258.000000 Penalty: 3879.132324
	Iteration 65Q: 3 clusters Score -1.850726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 150647 members 
Entering Unmasked Estep 
Score: -18507264.000000 Penalty: 3879.132324
	Iteration 66Q: 3 clusters Score -1.850726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -18507260.000000 Penalty: 3879.132324
	Iteration 67Q: 3 clusters Score -1.850726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -18507264.000000 Penalty: 3879.132324
	Iteration 68Q: 3 clusters Score -1.850726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -18507262.000000 Penalty: 3879.132324
	Iteration 69Q: 3 clusters Score -1.850726e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -18507266.000000 Penalty: 3879.132324
	Iteration 70Q: 3 clusters Score -1.850727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -18507246.000000 Penalty: 3879.132324
	Iteration 71Q: 3 clusters Score -1.850725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -18507260.000000 Penalty: 3879.132324
	Iteration 72Q: 3 clusters Score -1.850726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -18507276.000000 Penalty: 3879.132324
	Iteration 73Q: 3 clusters Score -1.850728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3879.132324
	Iteration 74Q: 3 clusters Score -1.850727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -18507252.000000 Penalty: 3879.132324
	Iteration 75Q: 3 clusters Score -1.850725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3879.132324
	Iteration 76Q: 3 clusters Score -1.850727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -18507274.000000 Penalty: 3879.132324
	Iteration 77Q: 3 clusters Score -1.850727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -18507272.000000 Penalty: 3879.132324
	Iteration 78Q: 3 clusters Score -1.850727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3879.132324
	Iteration 79Q: 3 clusters Score -1.850727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -18507272.000000 Penalty: 3879.132324
	Iteration 80F: 3 clusters Score -1.850727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -18507268.000000 Penalty: 3879.132324
	Iteration 81Q: 3 clusters Score -1.850727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -18507274.000000 Penalty: 3879.132324
	Iteration 82Q: 3 clusters Score -1.850727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -18507278.000000 Penalty: 3879.132324
	Iteration 83Q: 3 clusters Score -1.850728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -18507282.000000 Penalty: 3879.132324
	Iteration 84Q: 3 clusters Score -1.850728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -18507270.000000 Penalty: 3879.132324
	Iteration 85Q: 3 clusters Score -1.850727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -18507282.000000 Penalty: 3879.132324
	Iteration 86Q: 3 clusters Score -1.850728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -18507278.000000 Penalty: 3879.132324
	Iteration 87Q: 3 clusters Score -1.850728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -18507286.000000 Penalty: 3879.132324
	Iteration 88Q: 3 clusters Score -1.850729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150635 members 
Entering Unmasked Estep 
Score: -18507290.000000 Penalty: 3879.132324
	Iteration 89Q: 3 clusters Score -1.850729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -18507280.000000 Penalty: 3879.132324
	Iteration 90Q: 3 clusters Score -1.850728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -18507274.000000 Penalty: 3879.132324
	Iteration 91Q: 3 clusters Score -1.850727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -18507278.000000 Penalty: 3879.132324
	Iteration 92Q: 3 clusters Score -1.850728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 150626 members 
Entering Unmasked Estep 
Score: -18507280.000000 Penalty: 3879.132324
	Iteration 93Q: 3 clusters Score -1.850728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -18507280.000000 Penalty: 3879.132324
	Iteration 94Q: 3 clusters Score -1.850728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 150623 members 
Entering Unmasked Estep 
Score: -18507284.000000 Penalty: 3879.132324
	Iteration 95Q: 3 clusters Score -1.850728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 150622 members 
Entering Unmasked Estep 
Score: -18507280.000000 Penalty: 3879.132324
	Iteration 96Q: 3 clusters Score -1.850728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -18507288.000000 Penalty: 3879.132324
	Iteration 97Q: 3 clusters Score -1.850729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 150622 members 
Entering Unmasked Estep 
Score: -18507288.000000 Penalty: 3879.132324
	Iteration 98Q: 3 clusters Score -1.850729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 150619 members 
Entering Unmasked Estep 
Score: -18507296.000000 Penalty: 3879.132324
	Iteration 99Q: 3 clusters Score -1.85073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -18507284.000000 Penalty: 3879.132324
	Iteration 100F: 3 clusters Score -1.850728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -18507294.000000 Penalty: 3879.132324
	Iteration 101Q: 3 clusters Score -1.850729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 3879.132324
	Iteration 102Q: 3 clusters Score -1.85073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 103Q: 3 clusters Score -1.850731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 3879.132324
	Iteration 104Q: 3 clusters Score -1.85073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 105Q: 3 clusters Score -1.850731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 150589 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 3879.132324
	Iteration 106Q: 3 clusters Score -1.85073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 150580 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 107Q: 3 clusters Score -1.850731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 150575 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 108Q: 3 clusters Score -1.850731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 150572 members 
Entering Unmasked Estep 
Score: -18507306.000000 Penalty: 3879.132324
	Iteration 109Q: 3 clusters Score -1.850731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 150568 members 
Entering Unmasked Estep 
Score: -18507296.000000 Penalty: 3879.132324
	Iteration 110Q: 3 clusters Score -1.85073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 111Q: 3 clusters Score -1.850731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 150558 members 
Entering Unmasked Estep 
Score: -18507308.000000 Penalty: 3879.132324
	Iteration 112Q: 3 clusters Score -1.850731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 150555 members 
Entering Unmasked Estep 
Score: -18507312.000000 Penalty: 3879.132324
	Iteration 113Q: 3 clusters Score -1.850731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -18507300.000000 Penalty: 3879.132324
	Iteration 114Q: 3 clusters Score -1.85073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -18507302.000000 Penalty: 3879.132324
	Iteration 115Q: 3 clusters Score -1.85073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -18507290.000000 Penalty: 3879.132324
	Iteration 116Q: 3 clusters Score -1.850729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -18507282.000000 Penalty: 3879.132324
	Iteration 117Q: 3 clusters Score -1.850728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -18507300.000000 Penalty: 3879.132324
	Iteration 118Q: 3 clusters Score -1.85073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 150551 members 
Entering Unmasked Estep 
Score: -18507298.000000 Penalty: 3879.132324
	Iteration 119Q: 3 clusters Score -1.85073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -18507294.000000 Penalty: 3879.132324
	Iteration 120F: 3 clusters Score -1.850729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 150548 members 
Entering Unmasked Estep 
Score: -18507306.000000 Penalty: 3879.132324
	Iteration 121Q: 3 clusters Score -1.850731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 150548 members 
Entering Unmasked Estep 
Score: -18507300.000000 Penalty: 3879.132324
	Iteration 122Q: 3 clusters Score -1.85073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 150548 members 
Entering Unmasked Estep 
Score: -18507300.000000 Penalty: 3879.132324
	Iteration 123F: 3 clusters Score -1.85073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9852 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19468 members 
Mstep: Class 23 contains 9256 members 
Mstep: Class 24 contains 152633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439812.000000 Penalty: 34291.625000
Iteration 79Q: 18 clusters Score -2.943981e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12431 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 2159 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19515 members 
Mstep: Class 23 contains 9261 members 
Mstep: Class 24 contains 152605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439884.000000 Penalty: 34291.625000
Iteration 80F: 18 clusters Score -2.943988e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12424 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 10 contains 9712 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19562 members 
Mstep: Class 23 contains 9263 members 
Mstep: Class 24 contains 152579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439900.000000 Penalty: 34291.625000
Iteration 81Q: 18 clusters Score -2.94399e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12427 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 10 contains 9689 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 6567 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19607 members 
Mstep: Class 23 contains 9260 members 
Mstep: Class 24 contains 152559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439916.000000 Penalty: 34291.625000
Iteration 82Q: 18 clusters Score -2.943992e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12428 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 6568 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9960 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 23 contains 9258 members 
Mstep: Class 24 contains 152541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439956.000000 Penalty: 34291.625000
Iteration 83Q: 18 clusters Score -2.943996e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19699 members 
Mstep: Class 23 contains 9266 members 
Mstep: Class 24 contains 152518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29439954.000000 Penalty: 34291.625000
Iteration 84Q: 18 clusters Score -2.943995e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12435 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9024 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10026 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19742 members 
Mstep: Class 23 contains 9259 members 
Mstep: Class 24 contains 152500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440004.000000 Penalty: 34291.625000
Iteration 85Q: 18 clusters Score -2.944e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10073 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19784 members 
Mstep: Class 23 contains 9248 members 
Mstep: Class 24 contains 152482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440034.000000 Penalty: 34291.625000
Iteration 86Q: 18 clusters Score -2.944003e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12431 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9028 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10119 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19827 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 152450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440066.000000 Penalty: 34291.625000
Iteration 87Q: 18 clusters Score -2.944007e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12426 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10165 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 23 contains 9238 members 
Mstep: Class 24 contains 152433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440030.000000 Penalty: 34291.625000
Iteration 88Q: 18 clusters Score -2.944003e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9024 members 
Mstep: Class 16 contains 6560 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 23 contains 9231 members 
Mstep: Class 24 contains 152412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440076.000000 Penalty: 34291.625000
Iteration 89Q: 18 clusters Score -2.944008e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2088 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 6556 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 19973 members 
Mstep: Class 23 contains 9229 members 
Mstep: Class 24 contains 152400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440086.000000 Penalty: 34291.625000
Iteration 90Q: 18 clusters Score -2.944009e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 3281 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9016 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20000 members 
Mstep: Class 23 contains 9218 members 
Mstep: Class 24 contains 152390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440056.000000 Penalty: 34291.625000
Iteration 91Q: 18 clusters Score -2.944006e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12407 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9016 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20026 members 
Mstep: Class 23 contains 9207 members 
Mstep: Class 24 contains 152383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440074.000000 Penalty: 34291.625000
Iteration 92Q: 18 clusters Score -2.944007e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 3291 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 10366 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20052 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 152366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440110.000000 Penalty: 34291.625000
Iteration 93Q: 18 clusters Score -2.944011e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20077 members 
Mstep: Class 23 contains 9185 members 
Mstep: Class 24 contains 152352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440134.000000 Penalty: 34291.625000
Iteration 94Q: 18 clusters Score -2.944013e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 3285 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9015 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 10418 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20098 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 152340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440120.000000 Penalty: 34291.625000
Iteration 95Q: 18 clusters Score -2.944012e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 3280 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 10 contains 9432 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 10453 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20116 members 
Mstep: Class 23 contains 9165 members 
Mstep: Class 24 contains 152333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440162.000000 Penalty: 34291.625000
Iteration 96Q: 18 clusters Score -2.944016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 23 contains 9166 members 
Mstep: Class 24 contains 152318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440160.000000 Penalty: 34291.625000
Iteration 97Q: 18 clusters Score -2.944016e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 6546 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20145 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 152317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440176.000000 Penalty: 34291.625000
Iteration 98Q: 18 clusters Score -2.944018e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 2250 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 6546 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 10614 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20159 members 
Mstep: Class 23 contains 9142 members 
Mstep: Class 24 contains 152313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440214.000000 Penalty: 34291.625000
Iteration 99Q: 18 clusters Score -2.944021e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 6545 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20177 members 
Mstep: Class 23 contains 9124 members 
Mstep: Class 24 contains 152300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440236.000000 Penalty: 34291.625000
Iteration 100F: 18 clusters Score -2.944024e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9016 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10785 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20196 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 152296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440304.000000 Penalty: 34291.625000
Iteration 101Q: 18 clusters Score -2.94403e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12392 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 6539 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 10879 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20207 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 152291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440294.000000 Penalty: 34291.625000
Iteration 102Q: 18 clusters Score -2.944029e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20218 members 
Mstep: Class 23 contains 9066 members 
Mstep: Class 24 contains 152276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440316.000000 Penalty: 34291.625000
Iteration 103Q: 18 clusters Score -2.944032e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12392 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20223 members 
Mstep: Class 23 contains 9040 members 
Mstep: Class 24 contains 152275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440362.000000 Penalty: 34291.625000
Iteration 104Q: 18 clusters Score -2.944036e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 10 contains 9394 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 6508 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20228 members 
Mstep: Class 23 contains 9006 members 
Mstep: Class 24 contains 152277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440428.000000 Penalty: 34291.625000
Iteration 105Q: 18 clusters Score -2.944043e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 11372 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20236 members 
Mstep: Class 23 contains 8969 members 
Mstep: Class 24 contains 152264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440572.000000 Penalty: 34291.625000
Iteration 106Q: 18 clusters Score -2.944057e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20241 members 
Mstep: Class 23 contains 8933 members 
Mstep: Class 24 contains 152238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440648.000000 Penalty: 34291.625000
Iteration 107Q: 18 clusters Score -2.944065e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9040 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11623 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20244 members 
Mstep: Class 23 contains 8903 members 
Mstep: Class 24 contains 152214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440664.000000 Penalty: 34291.625000
Iteration 108Q: 18 clusters Score -2.944066e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 6446 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20248 members 
Mstep: Class 23 contains 8886 members 
Mstep: Class 24 contains 152197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440664.000000 Penalty: 34291.625000
Iteration 109Q: 18 clusters Score -2.944066e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 10 contains 9379 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20251 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 152172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440696.000000 Penalty: 34291.625000
Iteration 110Q: 18 clusters Score -2.94407e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20259 members 
Mstep: Class 23 contains 8849 members 
Mstep: Class 24 contains 152150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440752.000000 Penalty: 34291.625000
Iteration 111Q: 18 clusters Score -2.944075e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9057 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 11922 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20264 members 
Mstep: Class 23 contains 8836 members 
Mstep: Class 24 contains 152144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440730.000000 Penalty: 34291.625000
Iteration 112Q: 18 clusters Score -2.944073e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 10 contains 9379 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20260 members 
Mstep: Class 23 contains 8818 members 
Mstep: Class 24 contains 152141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440760.000000 Penalty: 34291.625000
Iteration 113Q: 18 clusters Score -2.944076e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 10 contains 9379 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 12011 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20260 members 
Mstep: Class 23 contains 8809 members 
Mstep: Class 24 contains 152133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440776.000000 Penalty: 34291.625000
Iteration 114Q: 18 clusters Score -2.944078e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12039 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20264 members 
Mstep: Class 23 contains 8794 members 
Mstep: Class 24 contains 152127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440816.000000 Penalty: 34291.625000
Iteration 115Q: 18 clusters Score -2.944082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12068 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20264 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 152112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440804.000000 Penalty: 34291.625000
Iteration 116Q: 18 clusters Score -2.94408e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20268 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 152097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440856.000000 Penalty: 34291.625000
Iteration 117Q: 18 clusters Score -2.944086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9078 members 
Mstep: Class 16 contains 6312 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12109 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20274 members 
Mstep: Class 23 contains 8776 members 
Mstep: Class 24 contains 152090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440832.000000 Penalty: 34291.625000
Iteration 118Q: 18 clusters Score -2.944083e+07 nChanged 76
Entering ConstructFrom: 
Score: -29440832.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -214686.218750 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -214686.2 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 939 members 
Entering Unmasked Estep 
Score: -212708.968750 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -212709 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213071.562500 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -213071.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213171.796875 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -213171.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -213245.515625 Penalty: 2436.952637
	Iteration 3Q: 3 clusters Score -213245.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -213292.187500 Penalty: 2436.952637
	Iteration 4Q: 3 clusters Score -213292.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213328.328125 Penalty: 2436.952637
	Iteration 5Q: 3 clusters Score -213328.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213360.968750 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -213361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -213375.968750 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -213376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213396.921875 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -213396.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213407.375000 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -213407.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -213416.656250 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -213416.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213427.031250 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -213427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213432.500000 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -213432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -213437.546875 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -213437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213439.765625 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -213439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213441.375000 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -213441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213441.937500 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -213441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213443.281250 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -213443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213444.375000 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -213444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213445.000000 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -213445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213446.281250 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -213446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213449.296875 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -213449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213450.671875 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -213450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -213453.921875 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -213453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213457.468750 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -213457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213463.203125 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -213463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -213469.671875 Penalty: 2436.952637
	Iteration 26Q: 3 clusters Score -213469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213476.000000 Penalty: 2436.952637
	Iteration 27Q: 3 clusters Score -213476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -213481.625000 Penalty: 2436.952637
	Iteration 28Q: 3 clusters Score -213481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -213488.359375 Penalty: 2436.952637
	Iteration 29Q: 3 clusters Score -213488.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -213496.453125 Penalty: 2436.952637
	Iteration 30Q: 3 clusters Score -213496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -213505.421875 Penalty: 2436.952637
	Iteration 31Q: 3 clusters Score -213505.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -213514.250000 Penalty: 2436.952637
	Iteration 32Q: 3 clusters Score -213514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -213520.906250 Penalty: 2436.952637
	Iteration 33Q: 3 clusters Score -213520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -213529.062500 Penalty: 2436.952637
	Iteration 34Q: 3 clusters Score -213529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -213535.218750 Penalty: 2436.952637
	Iteration 35Q: 3 clusters Score -213535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -213538.937500 Penalty: 2436.952637
	Iteration 36Q: 3 clusters Score -213538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -213545.312500 Penalty: 2436.952637
	Iteration 37Q: 3 clusters Score -213545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -213553.031250 Penalty: 2436.952637
	Iteration 38Q: 3 clusters Score -213553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -213557.843750 Penalty: 2436.952637
	Iteration 39Q: 3 clusters Score -213557.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -213564.343750 Penalty: 2436.952637
	Iteration 40F: 3 clusters Score -213564.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213575.234375 Penalty: 2436.952637
	Iteration 41Q: 3 clusters Score -213575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213587.578125 Penalty: 2436.952637
	Iteration 42Q: 3 clusters Score -213587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -213596.218750 Penalty: 2436.952637
	Iteration 43Q: 3 clusters Score -213596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -213604.156250 Penalty: 2436.952637
	Iteration 44Q: 3 clusters Score -213604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -213613.203125 Penalty: 2436.952637
	Iteration 45Q: 3 clusters Score -213613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -213616.234375 Penalty: 2436.952637
	Iteration 46Q: 3 clusters Score -213616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -213619.609375 Penalty: 2436.952637
	Iteration 47Q: 3 clusters Score -213619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -213620.890625 Penalty: 2436.952637
	Iteration 48Q: 3 clusters Score -213620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -213621.203125 Penalty: 2436.952637
	Iteration 49Q: 3 clusters Score -213621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -213624.703125 Penalty: 2436.952637
	Iteration 50Q: 3 clusters Score -213624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -213627.890625 Penalty: 2436.952637
	Iteration 51Q: 3 clusters Score -213627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -213630.500000 Penalty: 2436.952637
	Iteration 52Q: 3 clusters Score -213630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -213633.875000 Penalty: 2436.952637
	Iteration 53Q: 3 clusters Score -213633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -213636.687500 Penalty: 2436.952637
	Iteration 54Q: 3 clusters Score -213636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -213638.328125 Penalty: 2436.952637
	Iteration 55Q: 3 clusters Score -213638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -213639.062500 Penalty: 2436.952637
	Iteration 56Q: 3 clusters Score -213639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -213639.796875 Penalty: 2436.952637
	Iteration 57Q: 3 clusters Score -213639.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -213639.796875 Penalty: 2436.952637
	Iteration 58F: 3 clusters Score -213639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16498.464844 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16498.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16525.888672 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -16525.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Entering Unmasked Estep 
Score: -1528457.125000 Penalty: 1531.688354
	Iteration 0F: 2 clusters Score -1528457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1519835.875000 Penalty: 3063.376709
	Iteration 0F: 3 clusters Score -1519836 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1522587.125000 Penalty: 3063.376709
	Iteration 1F: 3 clusters Score -1522587 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1522857.000000 Penalty: 3063.376709
	Iteration 2F: 3 clusters Score -1522857 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1523083.750000 Penalty: 3063.376709
	Iteration 3Q: 3 clusters Score -1523084 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1523276.500000 Penalty: 3063.376709
	Iteration 4Q: 3 clusters Score -1523276 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1523479.250000 Penalty: 3063.376709
	Iteration 5Q: 3 clusters Score -1523479 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1523696.625000 Penalty: 3063.376709
	Iteration 6Q: 3 clusters Score -1523697 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1523939.125000 Penalty: 3063.376709
	Iteration 7Q: 3 clusters Score -1523939 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1524219.000000 Penalty: 3063.376709
	Iteration 8Q: 3 clusters Score -1524219 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1524520.375000 Penalty: 3063.376709
	Iteration 9Q: 3 clusters Score -1524520 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1524858.875000 Penalty: 3063.376709
	Iteration 10Q: 3 clusters Score -1524859 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1525201.875000 Penalty: 3063.376709
	Iteration 11Q: 3 clusters Score -1525202 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1525558.250000 Penalty: 3063.376709
	Iteration 12Q: 3 clusters Score -1525558 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1525905.000000 Penalty: 3063.376709
	Iteration 13Q: 3 clusters Score -1525905 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1526187.125000 Penalty: 3063.376709
	Iteration 14Q: 3 clusters Score -1526187 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1526345.000000 Penalty: 3063.376709
	Iteration 15Q: 3 clusters Score -1526345 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1526453.250000 Penalty: 3063.376709
	Iteration 16Q: 3 clusters Score -1526453 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1526532.750000 Penalty: 3063.376709
	Iteration 17Q: 3 clusters Score -1526533 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1526607.125000 Penalty: 3063.376709
	Iteration 18Q: 3 clusters Score -1526607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1526670.500000 Penalty: 3063.376709
	Iteration 19Q: 3 clusters Score -1526670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1526716.375000 Penalty: 3063.376709
	Iteration 20F: 3 clusters Score -1526716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1526752.875000 Penalty: 3063.376709
	Iteration 21Q: 3 clusters Score -1526753 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1526782.750000 Penalty: 3063.376709
	Iteration 22Q: 3 clusters Score -1526783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1526808.500000 Penalty: 3063.376709
	Iteration 23Q: 3 clusters Score -1526808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1526828.500000 Penalty: 3063.376709
	Iteration 24Q: 3 clusters Score -1526828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1526848.875000 Penalty: 3063.376709
	Iteration 25Q: 3 clusters Score -1526849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1526870.125000 Penalty: 3063.376709
	Iteration 26Q: 3 clusters Score -1526870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1526895.625000 Penalty: 3063.376709
	Iteration 27Q: 3 clusters Score -1526896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1526918.000000 Penalty: 3063.376709
	Iteration 28Q: 3 clusters Score -1526918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1526937.500000 Penalty: 3063.376709
	Iteration 29Q: 3 clusters Score -1526938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1526960.125000 Penalty: 3063.376709
	Iteration 30Q: 3 clusters Score -1526960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1526988.750000 Penalty: 3063.376709
	Iteration 31Q: 3 clusters Score -1526989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1527015.750000 Penalty: 3063.376709
	Iteration 32Q: 3 clusters Score -1527016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1527040.750000 Penalty: 3063.376709
	Iteration 33Q: 3 clusters Score -1527041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1527063.875000 Penalty: 3063.376709
	Iteration 34Q: 3 clusters Score -1527064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1527085.375000 Penalty: 3063.376709
	Iteration 35Q: 3 clusters Score -1527085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1527095.125000 Penalty: 3063.376709
	Iteration 36Q: 3 clusters Score -1527095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1527108.500000 Penalty: 3063.376709
	Iteration 37Q: 3 clusters Score -1527108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1527129.625000 Penalty: 3063.376709
	Iteration 38Q: 3 clusters Score -1527130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1527150.000000 Penalty: 3063.376709
	Iteration 39Q: 3 clusters Score -1527150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1527170.875000 Penalty: 3063.376709
	Iteration 40F: 3 clusters Score -1527171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1527193.625000 Penalty: 3063.376709
	Iteration 41Q: 3 clusters Score -1527194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1527217.125000 Penalty: 3063.376709
	Iteration 42Q: 3 clusters Score -1527217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1527243.625000 Penalty: 3063.376709
	Iteration 43Q: 3 clusters Score -1527244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1527260.375000 Penalty: 3063.376709
	Iteration 44Q: 3 clusters Score -1527260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1527273.375000 Penalty: 3063.376709
	Iteration 45Q: 3 clusters Score -1527273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1527284.000000 Penalty: 3063.376709
	Iteration 46Q: 3 clusters Score -1527284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1527299.500000 Penalty: 3063.376709
	Iteration 47Q: 3 clusters Score -1527300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1527319.500000 Penalty: 3063.376709
	Iteration 48Q: 3 clusters Score -1527320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1527333.250000 Penalty: 3063.376709
	Iteration 49Q: 3 clusters Score -1527333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1527345.375000 Penalty: 3063.376709
	Iteration 50Q: 3 clusters Score -1527345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1527350.750000 Penalty: 3063.376709
	Iteration 51Q: 3 clusters Score -1527351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1527356.125000 Penalty: 3063.376709
	Iteration 52Q: 3 clusters Score -1527356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1527360.000000 Penalty: 3063.376709
	Iteration 53Q: 3 clusters Score -1527360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1527364.375000 Penalty: 3063.376709
	Iteration 54Q: 3 clusters Score -1527364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1527368.625000 Penalty: 3063.376709
	Iteration 55Q: 3 clusters Score -1527369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1527368.000000 Penalty: 3063.376709
	Iteration 56Q: 3 clusters Score -1527368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1527368.375000 Penalty: 3063.376709
	Iteration 57Q: 3 clusters Score -1527368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1527369.125000 Penalty: 3063.376709
	Iteration 58Q: 3 clusters Score -1527369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1527369.500000 Penalty: 3063.376709
	Iteration 59Q: 3 clusters Score -1527370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1527372.250000 Penalty: 3063.376709
	Iteration 60F: 3 clusters Score -1527372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -262107.500000 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -262107.5 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 1085 members 
Entering Unmasked Estep 
Score: -259898.734375 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -259898.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -260369.921875 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -260369.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -260470.843750 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -260470.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260528.031250 Penalty: 2500.677734
	Iteration 3Q: 3 clusters Score -260528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -260564.031250 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -260564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260592.031250 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -260592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -260613.000000 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -260613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -260625.109375 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -260625.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -260635.921875 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -260635.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -260647.062500 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -260647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -260659.421875 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -260659.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -260677.453125 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -260677.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260687.906250 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -260687.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -260698.531250 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -260698.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -260703.953125 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -260704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -260708.828125 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -260708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -260712.484375 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -260712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -260718.296875 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -260718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -260724.078125 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -260724.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -260733.578125 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -260733.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260742.375000 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -260742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -260748.843750 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -260748.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260761.000000 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -260761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260770.734375 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -260770.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -260780.406250 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -260780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -260785.546875 Penalty: 2500.677734
	Iteration 25Q: 3 clusters Score -260785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -260790.375000 Penalty: 2500.677734
	Iteration 26Q: 3 clusters Score -260790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -260797.578125 Penalty: 2500.677734
	Iteration 27Q: 3 clusters Score -260797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -260804.921875 Penalty: 2500.677734
	Iteration 28Q: 3 clusters Score -260804.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260812.718750 Penalty: 2500.677734
	Iteration 29Q: 3 clusters Score -260812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -260817.265625 Penalty: 2500.677734
	Iteration 30Q: 3 clusters Score -260817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -260821.000000 Penalty: 2500.677734
	Iteration 31Q: 3 clusters Score -260821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -260822.546875 Penalty: 2500.677734
	Iteration 32Q: 3 clusters Score -260822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -260825.796875 Penalty: 2500.677734
	Iteration 33Q: 3 clusters Score -260825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -260828.109375 Penalty: 2500.677734
	Iteration 34Q: 3 clusters Score -260828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -260830.015625 Penalty: 2500.677734
	Iteration 35Q: 3 clusters Score -260830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -260831.328125 Penalty: 2500.677734
	Iteration 36Q: 3 clusters Score -260831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -260832.468750 Penalty: 2500.677734
	Iteration 37Q: 3 clusters Score -260832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -260834.218750 Penalty: 2500.677734
	Iteration 38Q: 3 clusters Score -260834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -260836.906250 Penalty: 2500.677734
	Iteration 39Q: 3 clusters Score -260836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -260838.812500 Penalty: 2500.677734
	Iteration 40F: 3 clusters Score -260838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -260840.359375 Penalty: 2500.677734
	Iteration 41Q: 3 clusters Score -260840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -260840.781250 Penalty: 2500.677734
	Iteration 42Q: 3 clusters Score -260840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -260842.656250 Penalty: 2500.677734
	Iteration 43Q: 3 clusters Score -260842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -260846.359375 Penalty: 2500.677734
	Iteration 44Q: 3 clusters Score -260846.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -260849.937500 Penalty: 2500.677734
	Iteration 45Q: 3 clusters Score -260849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -260852.765625 Penalty: 2500.677734
	Iteration 46Q: 3 clusters Score -260852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -260856.312500 Penalty: 2500.677734
	Iteration 47Q: 3 clusters Score -260856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -260863.593750 Penalty: 2500.677734
	Iteration 48Q: 3 clusters Score -260863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -260870.921875 Penalty: 2500.677734
	Iteration 49Q: 3 clusters Score -260870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -260877.296875 Penalty: 2500.677734
	Iteration 50Q: 3 clusters Score -260877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -260881.750000 Penalty: 2500.677734
	Iteration 51Q: 3 clusters Score -260881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -260885.171875 Penalty: 2500.677734
	Iteration 52Q: 3 clusters Score -260885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -260889.281250 Penalty: 2500.677734
	Iteration 53Q: 3 clusters Score -260889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -260892.359375 Penalty: 2500.677734
	Iteration 54Q: 3 clusters Score -260892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -260894.625000 Penalty: 2500.677734
	Iteration 55Q: 3 clusters Score -260894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -260896.093750 Penalty: 2500.677734
	Iteration 56Q: 3 clusters Score -260896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -260896.640625 Penalty: 2500.677734
	Iteration 57Q: 3 clusters Score -260896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -260897.593750 Penalty: 2500.677734
	Iteration 58Q: 3 clusters Score -260897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -260898.421875 Penalty: 2500.677734
	Iteration 59Q: 3 clusters Score -260898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -260898.765625 Penalty: 2500.677734
	Iteration 60F: 3 clusters Score -260898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -260899.343750 Penalty: 2500.677734
	Iteration 61Q: 3 clusters Score -260899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -260899.343750 Penalty: 2500.677734
	Iteration 62F: 3 clusters Score -260899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -532784.687500 Penalty: 1360.852417
	Iteration 0F: 2 clusters Score -532784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -529250.812500 Penalty: 2721.704834
	Iteration 0F: 3 clusters Score -529250.8 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -530189.500000 Penalty: 2721.704834
	Iteration 1F: 3 clusters Score -530189.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -530340.250000 Penalty: 2721.704834
	Iteration 2F: 3 clusters Score -530340.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -530441.937500 Penalty: 2721.704834
	Iteration 3Q: 3 clusters Score -530441.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -530529.937500 Penalty: 2721.704834
	Iteration 4Q: 3 clusters Score -530529.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -530614.000000 Penalty: 2721.704834
	Iteration 5Q: 3 clusters Score -530614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -530679.875000 Penalty: 2721.704834
	Iteration 6Q: 3 clusters Score -530679.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -530751.187500 Penalty: 2721.704834
	Iteration 7Q: 3 clusters Score -530751.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -530812.312500 Penalty: 2721.704834
	Iteration 8Q: 3 clusters Score -530812.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -530885.125000 Penalty: 2721.704834
	Iteration 9Q: 3 clusters Score -530885.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -530957.937500 Penalty: 2721.704834
	Iteration 10Q: 3 clusters Score -530957.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -531027.125000 Penalty: 2721.704834
	Iteration 11Q: 3 clusters Score -531027.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -531091.500000 Penalty: 2721.704834
	Iteration 12Q: 3 clusters Score -531091.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -531162.125000 Penalty: 2721.704834
	Iteration 13Q: 3 clusters Score -531162.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -531230.187500 Penalty: 2721.704834
	Iteration 14Q: 3 clusters Score -531230.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -531288.312500 Penalty: 2721.704834
	Iteration 15Q: 3 clusters Score -531288.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -531333.062500 Penalty: 2721.704834
	Iteration 16Q: 3 clusters Score -531333.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -531373.500000 Penalty: 2721.704834
	Iteration 17Q: 3 clusters Score -531373.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -531409.187500 Penalty: 2721.704834
	Iteration 18Q: 3 clusters Score -531409.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -531445.625000 Penalty: 2721.704834
	Iteration 19Q: 3 clusters Score -531445.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -531483.187500 Penalty: 2721.704834
	Iteration 20F: 3 clusters Score -531483.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -531510.437500 Penalty: 2721.704834
	Iteration 21Q: 3 clusters Score -531510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -531535.375000 Penalty: 2721.704834
	Iteration 22Q: 3 clusters Score -531535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -531553.750000 Penalty: 2721.704834
	Iteration 23Q: 3 clusters Score -531553.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -531567.375000 Penalty: 2721.704834
	Iteration 24Q: 3 clusters Score -531567.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -531573.000000 Penalty: 2721.704834
	Iteration 25Q: 3 clusters Score -531573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -531579.500000 Penalty: 2721.704834
	Iteration 26Q: 3 clusters Score -531579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -531582.562500 Penalty: 2721.704834
	Iteration 27Q: 3 clusters Score -531582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -531584.687500 Penalty: 2721.704834
	Iteration 28Q: 3 clusters Score -531584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -531584.500000 Penalty: 2721.704834
	Iteration 29Q: 3 clusters Score -531584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -531584.500000 Penalty: 2721.704834
	Iteration 30F: 3 clusters Score -531584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -383915.375000 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -383915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -381007.000000 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -381007 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -381715.875000 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -381715.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -381860.031250 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -381860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -381956.843750 Penalty: 2627.682861
	Iteration 3F: 3 clusters Score -381956.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -382037.218750 Penalty: 2627.682861
	Iteration 4Q: 3 clusters Score -382037.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -382126.750000 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -382126.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -382228.531250 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -382228.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -382308.000000 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -382308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -382369.281250 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -382369.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -382413.187500 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -382413.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -382446.781250 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -382446.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -382480.968750 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -382481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -382518.093750 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -382518.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -382554.656250 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -382554.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -382579.375000 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -382579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -382598.812500 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -382598.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -382617.968750 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -382618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -382637.343750 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -382637.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -382656.156250 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -382656.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -382674.062500 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -382674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -382690.875000 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -382690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -382705.093750 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -382705.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -382713.093750 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -382713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -382719.031250 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -382719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -382724.812500 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -382724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -382728.281250 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -382728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -382733.531250 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -382733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -382738.281250 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -382738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -382740.625000 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -382740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -382743.218750 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -382743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -382744.593750 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -382744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -382744.937500 Penalty: 2627.682861
	Iteration 31Q: 3 clusters Score -382744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -382747.093750 Penalty: 2627.682861
	Iteration 32Q: 3 clusters Score -382747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -382751.000000 Penalty: 2627.682861
	Iteration 33Q: 3 clusters Score -382751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -382755.125000 Penalty: 2627.682861
	Iteration 34Q: 3 clusters Score -382755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -382759.375000 Penalty: 2627.682861
	Iteration 35Q: 3 clusters Score -382759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -382761.718750 Penalty: 2627.682861
	Iteration 36Q: 3 clusters Score -382761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -382762.281250 Penalty: 2627.682861
	Iteration 37Q: 3 clusters Score -382762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -382762.281250 Penalty: 2627.682861
	Iteration 38F: 3 clusters Score -382762.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -210168.890625 Penalty: 1225.091919
	Iteration 0F: 2 clusters Score -210168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -208159.000000 Penalty: 2450.183838
	Iteration 0F: 3 clusters Score -208159 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -208571.250000 Penalty: 2450.183838
	Iteration 1F: 3 clusters Score -208571.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208703.500000 Penalty: 2450.183838
	Iteration 2F: 3 clusters Score -208703.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -208781.093750 Penalty: 2450.183838
	Iteration 3F: 3 clusters Score -208781.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208831.718750 Penalty: 2450.183838
	Iteration 4Q: 3 clusters Score -208831.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -208881.437500 Penalty: 2450.183838
	Iteration 5Q: 3 clusters Score -208881.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -208917.015625 Penalty: 2450.183838
	Iteration 6Q: 3 clusters Score -208917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208944.781250 Penalty: 2450.183838
	Iteration 7Q: 3 clusters Score -208944.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208964.921875 Penalty: 2450.183838
	Iteration 8Q: 3 clusters Score -208964.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208981.578125 Penalty: 2450.183838
	Iteration 9Q: 3 clusters Score -208981.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209002.000000 Penalty: 2450.183838
	Iteration 10Q: 3 clusters Score -209002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -209019.765625 Penalty: 2450.183838
	Iteration 11Q: 3 clusters Score -209019.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -209036.500000 Penalty: 2450.183838
	Iteration 12Q: 3 clusters Score -209036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209048.406250 Penalty: 2450.183838
	Iteration 13Q: 3 clusters Score -209048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209059.515625 Penalty: 2450.183838
	Iteration 14Q: 3 clusters Score -209059.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -209078.390625 Penalty: 2450.183838
	Iteration 15Q: 3 clusters Score -209078.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209092.828125 Penalty: 2450.183838
	Iteration 16Q: 3 clusters Score -209092.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -209108.656250 Penalty: 2450.183838
	Iteration 17Q: 3 clusters Score -209108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209119.734375 Penalty: 2450.183838
	Iteration 18Q: 3 clusters Score -209119.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -209126.953125 Penalty: 2450.183838
	Iteration 19Q: 3 clusters Score -209127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -209132.921875 Penalty: 2450.183838
	Iteration 20F: 3 clusters Score -209132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -209137.421875 Penalty: 2450.183838
	Iteration 21Q: 3 clusters Score -209137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -209142.484375 Penalty: 2450.183838
	Iteration 22Q: 3 clusters Score -209142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -209145.640625 Penalty: 2450.183838
	Iteration 23Q: 3 clusters Score -209145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209149.421875 Penalty: 2450.183838
	Iteration 24Q: 3 clusters Score -209149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209151.015625 Penalty: 2450.183838
	Iteration 25Q: 3 clusters Score -209151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -209153.890625 Penalty: 2450.183838
	Iteration 26Q: 3 clusters Score -209153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209158.343750 Penalty: 2450.183838
	Iteration 27Q: 3 clusters Score -209158.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209161.703125 Penalty: 2450.183838
	Iteration 28Q: 3 clusters Score -209161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -209164.687500 Penalty: 2450.183838
	Iteration 29Q: 3 clusters Score -209164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209169.375000 Penalty: 2450.183838
	Iteration 30Q: 3 clusters Score -209169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -209175.546875 Penalty: 2450.183838
	Iteration 31Q: 3 clusters Score -209175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -209180.359375 Penalty: 2450.183838
	Iteration 32Q: 3 clusters Score -209180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209182.734375 Penalty: 2450.183838
	Iteration 33Q: 3 clusters Score -209182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209184.359375 Penalty: 2450.183838
	Iteration 34Q: 3 clusters Score -209184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -209186.703125 Penalty: 2450.183838
	Iteration 35Q: 3 clusters Score -209186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209190.453125 Penalty: 2450.183838
	Iteration 36Q: 3 clusters Score -209190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -209195.015625 Penalty: 2450.183838
	Iteration 37Q: 3 clusters Score -209195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -209199.468750 Penalty: 2450.183838
	Iteration 38Q: 3 clusters Score -209199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209202.109375 Penalty: 2450.183838
	Iteration 39Q: 3 clusters Score -209202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209203.437500 Penalty: 2450.183838
	Iteration 40F: 3 clusters Score -209203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -209203.890625 Penalty: 2450.183838
	Iteration 41Q: 3 clusters Score -209203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -209205.125000 Penalty: 2450.183838
	Iteration 42Q: 3 clusters Score -209205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -209207.031250 Penalty: 2450.183838
	Iteration 43Q: 3 clusters Score -209207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -209208.765625 Penalty: 2450.183838
	Iteration 44Q: 3 clusters Score -209208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -209210.531250 Penalty: 2450.183838
	Iteration 45Q: 3 clusters Score -209210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -209211.984375 Penalty: 2450.183838
	Iteration 46Q: 3 clusters Score -209212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -209214.250000 Penalty: 2450.183838
	Iteration 47Q: 3 clusters Score -209214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209217.609375 Penalty: 2450.183838
	Iteration 48Q: 3 clusters Score -209217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -209223.031250 Penalty: 2450.183838
	Iteration 49Q: 3 clusters Score -209223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -209226.671875 Penalty: 2450.183838
	Iteration 50Q: 3 clusters Score -209226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -209230.796875 Penalty: 2450.183838
	Iteration 51Q: 3 clusters Score -209230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209233.703125 Penalty: 2450.183838
	Iteration 52Q: 3 clusters Score -209233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -209236.156250 Penalty: 2450.183838
	Iteration 53Q: 3 clusters Score -209236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -209239.312500 Penalty: 2450.183838
	Iteration 54Q: 3 clusters Score -209239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -209240.312500 Penalty: 2450.183838
	Iteration 55Q: 3 clusters Score -209240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -209241.640625 Penalty: 2450.183838
	Iteration 56Q: 3 clusters Score -209241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -209242.468750 Penalty: 2450.183838
	Iteration 57Q: 3 clusters Score -209242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -209243.640625 Penalty: 2450.183838
	Iteration 58Q: 3 clusters Score -209243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -209244.937500 Penalty: 2450.183838
	Iteration 59Q: 3 clusters Score -209244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209246.328125 Penalty: 2450.183838
	Iteration 60F: 3 clusters Score -209246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -1163996.500000 Penalty: 1486.123535
	Iteration 0F: 2 clusters Score -1163996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1157206.000000 Penalty: 2972.247070
	Iteration 0F: 3 clusters Score -1157206 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1159511.875000 Penalty: 2972.247070
	Iteration 1F: 3 clusters Score -1159512 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1159822.375000 Penalty: 2972.247070
	Iteration 2F: 3 clusters Score -1159822 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1160092.375000 Penalty: 2972.247070
	Iteration 3F: 3 clusters Score -1160092 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1160362.125000 Penalty: 2972.247070
	Iteration 4F: 3 clusters Score -1160362 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1160647.250000 Penalty: 2972.247070
	Iteration 5F: 3 clusters Score -1160647 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1160951.125000 Penalty: 2972.247070
	Iteration 6Q: 3 clusters Score -1160951 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1161302.750000 Penalty: 2972.247070
	Iteration 7Q: 3 clusters Score -1161303 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1161636.000000 Penalty: 2972.247070
	Iteration 8Q: 3 clusters Score -1161636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1161918.750000 Penalty: 2972.247070
	Iteration 9Q: 3 clusters Score -1161919 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1162163.750000 Penalty: 2972.247070
	Iteration 10Q: 3 clusters Score -1162164 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1162348.625000 Penalty: 2972.247070
	Iteration 11Q: 3 clusters Score -1162349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1162476.000000 Penalty: 2972.247070
	Iteration 12Q: 3 clusters Score -1162476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1162544.875000 Penalty: 2972.247070
	Iteration 13Q: 3 clusters Score -1162545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1162601.875000 Penalty: 2972.247070
	Iteration 14Q: 3 clusters Score -1162602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1162635.875000 Penalty: 2972.247070
	Iteration 15Q: 3 clusters Score -1162636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1162655.875000 Penalty: 2972.247070
	Iteration 16Q: 3 clusters Score -1162656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1162683.625000 Penalty: 2972.247070
	Iteration 17Q: 3 clusters Score -1162684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1162709.125000 Penalty: 2972.247070
	Iteration 18Q: 3 clusters Score -1162709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1162730.125000 Penalty: 2972.247070
	Iteration 19Q: 3 clusters Score -1162730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1162750.125000 Penalty: 2972.247070
	Iteration 20F: 3 clusters Score -1162750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1162759.000000 Penalty: 2972.247070
	Iteration 21Q: 3 clusters Score -1162759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1162764.500000 Penalty: 2972.247070
	Iteration 22Q: 3 clusters Score -1162764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1162772.500000 Penalty: 2972.247070
	Iteration 23Q: 3 clusters Score -1162772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1162779.125000 Penalty: 2972.247070
	Iteration 24Q: 3 clusters Score -1162779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1162780.250000 Penalty: 2972.247070
	Iteration 25Q: 3 clusters Score -1162780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1162781.250000 Penalty: 2972.247070
	Iteration 26Q: 3 clusters Score -1162781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1162783.375000 Penalty: 2972.247070
	Iteration 27Q: 3 clusters Score -1162783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1162786.500000 Penalty: 2972.247070
	Iteration 28Q: 3 clusters Score -1162786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1162787.750000 Penalty: 2972.247070
	Iteration 29Q: 3 clusters Score -1162788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1162788.625000 Penalty: 2972.247070
	Iteration 30Q: 3 clusters Score -1162789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1162788.625000 Penalty: 2972.247070
	Iteration 31F: 3 clusters Score -1162789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 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 202 members 
Entering Unmasked Estep 
Score: -35854.660156 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35854.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36156.207031 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36156.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36387.726562 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -36387.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36441.976562 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36441.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36478.179688 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36478.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36491.070312 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36491.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36495.441406 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36495.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36495.441406 Penalty: 1920.126953
	Iteration 7F: 3 clusters Score -36495.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Entering Unmasked Estep 
Score: -1119093.750000 Penalty: 1481.015137
	Iteration 0F: 2 clusters Score -1119094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1112529.750000 Penalty: 2962.030273
	Iteration 0F: 3 clusters Score -1112530 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1114613.500000 Penalty: 2962.030273
	Iteration 1F: 3 clusters Score -1114614 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1114826.250000 Penalty: 2962.030273
	Iteration 2F: 3 clusters Score -1114826 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1114991.000000 Penalty: 2962.030273
	Iteration 3Q: 3 clusters Score -1114991 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1115117.625000 Penalty: 2962.030273
	Iteration 4Q: 3 clusters Score -1115118 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1115216.750000 Penalty: 2962.030273
	Iteration 5Q: 3 clusters Score -1115217 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1115309.000000 Penalty: 2962.030273
	Iteration 6Q: 3 clusters Score -1115309 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1115406.750000 Penalty: 2962.030273
	Iteration 7Q: 3 clusters Score -1115407 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1115522.375000 Penalty: 2962.030273
	Iteration 8Q: 3 clusters Score -1115522 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1115636.125000 Penalty: 2962.030273
	Iteration 9Q: 3 clusters Score -1115636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1115777.750000 Penalty: 2962.030273
	Iteration 10Q: 3 clusters Score -1115778 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1115945.125000 Penalty: 2962.030273
	Iteration 11Q: 3 clusters Score -1115945 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1116139.375000 Penalty: 2962.030273
	Iteration 12Q: 3 clusters Score -1116139 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1116379.875000 Penalty: 2962.030273
	Iteration 13Q: 3 clusters Score -1116380 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1116614.750000 Penalty: 2962.030273
	Iteration 14Q: 3 clusters Score -1116615 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1116827.750000 Penalty: 2962.030273
	Iteration 15Q: 3 clusters Score -1116828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1116986.875000 Penalty: 2962.030273
	Iteration 16Q: 3 clusters Score -1116987 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1117118.875000 Penalty: 2962.030273
	Iteration 17Q: 3 clusters Score -1117119 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1117248.250000 Penalty: 2962.030273
	Iteration 18Q: 3 clusters Score -1117248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1117330.250000 Penalty: 2962.030273
	Iteration 19Q: 3 clusters Score -1117330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1117371.875000 Penalty: 2962.030273
	Iteration 20F: 3 clusters Score -1117372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1117403.625000 Penalty: 2962.030273
	Iteration 21Q: 3 clusters Score -1117404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1117430.750000 Penalty: 2962.030273
	Iteration 22Q: 3 clusters Score -1117431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1117459.625000 Penalty: 2962.030273
	Iteration 23Q: 3 clusters Score -1117460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1117482.000000 Penalty: 2962.030273
	Iteration 24Q: 3 clusters Score -1117482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1117495.375000 Penalty: 2962.030273
	Iteration 25Q: 3 clusters Score -1117495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1117509.500000 Penalty: 2962.030273
	Iteration 26Q: 3 clusters Score -1117510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1117520.500000 Penalty: 2962.030273
	Iteration 27Q: 3 clusters Score -1117520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1117531.875000 Penalty: 2962.030273
	Iteration 28Q: 3 clusters Score -1117532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1117544.250000 Penalty: 2962.030273
	Iteration 29Q: 3 clusters Score -1117544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1117558.000000 Penalty: 2962.030273
	Iteration 30Q: 3 clusters Score -1117558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1117567.000000 Penalty: 2962.030273
	Iteration 31Q: 3 clusters Score -1117567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1117578.375000 Penalty: 2962.030273
	Iteration 32Q: 3 clusters Score -1117578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1117588.875000 Penalty: 2962.030273
	Iteration 33Q: 3 clusters Score -1117589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1117604.500000 Penalty: 2962.030273
	Iteration 34Q: 3 clusters Score -1117604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1117612.250000 Penalty: 2962.030273
	Iteration 35Q: 3 clusters Score -1117612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1117620.750000 Penalty: 2962.030273
	Iteration 36Q: 3 clusters Score -1117621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1117629.500000 Penalty: 2962.030273
	Iteration 37Q: 3 clusters Score -1117630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1117638.250000 Penalty: 2962.030273
	Iteration 38Q: 3 clusters Score -1117638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1117653.875000 Penalty: 2962.030273
	Iteration 39Q: 3 clusters Score -1117654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1117664.000000 Penalty: 2962.030273
	Iteration 40F: 3 clusters Score -1117664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1117677.125000 Penalty: 2962.030273
	Iteration 41Q: 3 clusters Score -1117677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1117686.500000 Penalty: 2962.030273
	Iteration 42Q: 3 clusters Score -1117686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1117693.500000 Penalty: 2962.030273
	Iteration 43Q: 3 clusters Score -1117694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1117698.250000 Penalty: 2962.030273
	Iteration 44Q: 3 clusters Score -1117698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1117703.625000 Penalty: 2962.030273
	Iteration 45Q: 3 clusters Score -1117704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1117707.625000 Penalty: 2962.030273
	Iteration 46Q: 3 clusters Score -1117708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1117714.500000 Penalty: 2962.030273
	Iteration 47Q: 3 clusters Score -1117714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1117720.250000 Penalty: 2962.030273
	Iteration 48Q: 3 clusters Score -1117720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1117730.500000 Penalty: 2962.030273
	Iteration 49Q: 3 clusters Score -1117730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1117736.500000 Penalty: 2962.030273
	Iteration 50Q: 3 clusters Score -1117736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1117742.500000 Penalty: 2962.030273
	Iteration 51Q: 3 clusters Score -1117742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1117747.125000 Penalty: 2962.030273
	Iteration 52Q: 3 clusters Score -1117747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1117754.125000 Penalty: 2962.030273
	Iteration 53Q: 3 clusters Score -1117754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1117760.875000 Penalty: 2962.030273
	Iteration 54Q: 3 clusters Score -1117761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1117765.000000 Penalty: 2962.030273
	Iteration 55Q: 3 clusters Score -1117765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1117766.250000 Penalty: 2962.030273
	Iteration 56Q: 3 clusters Score -1117766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1117768.875000 Penalty: 2962.030273
	Iteration 57Q: 3 clusters Score -1117769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1117770.125000 Penalty: 2962.030273
	Iteration 58Q: 3 clusters Score -1117770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1117771.125000 Penalty: 2962.030273
	Iteration 59Q: 3 clusters Score -1117771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1117774.375000 Penalty: 2962.030273
	Iteration 60F: 3 clusters Score -1117774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1117778.625000 Penalty: 2962.030273
	Iteration 61Q: 3 clusters Score -1117779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1117777.875000 Penalty: 2962.030273
	Iteration 62Q: 3 clusters Score -1117778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1117776.750000 Penalty: 2962.030273
	Iteration 63Q: 3 clusters Score -1117777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1117779.000000 Penalty: 2962.030273
	Iteration 64Q: 3 clusters Score -1117779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1117779.000000 Penalty: 2962.030273
	Iteration 65Q: 3 clusters Score -1117779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1117782.500000 Penalty: 2962.030273
	Iteration 66Q: 3 clusters Score -1117782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1117786.000000 Penalty: 2962.030273
	Iteration 67Q: 3 clusters Score -1117786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1117790.750000 Penalty: 2962.030273
	Iteration 68Q: 3 clusters Score -1117791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1117794.750000 Penalty: 2962.030273
	Iteration 69Q: 3 clusters Score -1117795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1117797.375000 Penalty: 2962.030273
	Iteration 70Q: 3 clusters Score -1117797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1117798.000000 Penalty: 2962.030273
	Iteration 71Q: 3 clusters Score -1117798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1117799.750000 Penalty: 2962.030273
	Iteration 72Q: 3 clusters Score -1117800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1117801.250000 Penalty: 2962.030273
	Iteration 73Q: 3 clusters Score -1117801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1117802.250000 Penalty: 2962.030273
	Iteration 74Q: 3 clusters Score -1117802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1117803.625000 Penalty: 2962.030273
	Iteration 75Q: 3 clusters Score -1117804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1117807.875000 Penalty: 2962.030273
	Iteration 76Q: 3 clusters Score -1117808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1117808.500000 Penalty: 2962.030273
	Iteration 77Q: 3 clusters Score -1117808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1117808.250000 Penalty: 2962.030273
	Iteration 78Q: 3 clusters Score -1117808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1117809.375000 Penalty: 2962.030273
	Iteration 79Q: 3 clusters Score -1117809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1117809.375000 Penalty: 2962.030273
	Iteration 80F: 3 clusters Score -1117809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -777676.250000 Penalty: 1421.805786
	Iteration 0F: 2 clusters Score -777676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -772876.062500 Penalty: 2843.611572
	Iteration 0F: 3 clusters Score -772876.1 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -774315.687500 Penalty: 2843.611572
	Iteration 1F: 3 clusters Score -774315.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -774534.000000 Penalty: 2843.611572
	Iteration 2F: 3 clusters Score -774534 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -774700.000000 Penalty: 2843.611572
	Iteration 3F: 3 clusters Score -774700 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -774830.000000 Penalty: 2843.611572
	Iteration 4Q: 3 clusters Score -774830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -774955.250000 Penalty: 2843.611572
	Iteration 5Q: 3 clusters Score -774955.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -775070.125000 Penalty: 2843.611572
	Iteration 6Q: 3 clusters Score -775070.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -775207.750000 Penalty: 2843.611572
	Iteration 7Q: 3 clusters Score -775207.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -775350.500000 Penalty: 2843.611572
	Iteration 8Q: 3 clusters Score -775350.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -775520.250000 Penalty: 2843.611572
	Iteration 9Q: 3 clusters Score -775520.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -775715.187500 Penalty: 2843.611572
	Iteration 10Q: 3 clusters Score -775715.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -775893.812500 Penalty: 2843.611572
	Iteration 11Q: 3 clusters Score -775893.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -776073.000000 Penalty: 2843.611572
	Iteration 12Q: 3 clusters Score -776073 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -776198.937500 Penalty: 2843.611572
	Iteration 13Q: 3 clusters Score -776198.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -776300.375000 Penalty: 2843.611572
	Iteration 14Q: 3 clusters Score -776300.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -776369.187500 Penalty: 2843.611572
	Iteration 15Q: 3 clusters Score -776369.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -776410.625000 Penalty: 2843.611572
	Iteration 16Q: 3 clusters Score -776410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -776435.375000 Penalty: 2843.611572
	Iteration 17Q: 3 clusters Score -776435.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -776459.312500 Penalty: 2843.611572
	Iteration 18Q: 3 clusters Score -776459.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -776487.375000 Penalty: 2843.611572
	Iteration 19Q: 3 clusters Score -776487.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -776506.125000 Penalty: 2843.611572
	Iteration 20F: 3 clusters Score -776506.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -776523.500000 Penalty: 2843.611572
	Iteration 21Q: 3 clusters Score -776523.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -776535.625000 Penalty: 2843.611572
	Iteration 22Q: 3 clusters Score -776535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -776546.625000 Penalty: 2843.611572
	Iteration 23Q: 3 clusters Score -776546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -776551.500000 Penalty: 2843.611572
	Iteration 24Q: 3 clusters Score -776551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -776560.562500 Penalty: 2843.611572
	Iteration 25Q: 3 clusters Score -776560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -776569.375000 Penalty: 2843.611572
	Iteration 26Q: 3 clusters Score -776569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -776572.500000 Penalty: 2843.611572
	Iteration 27Q: 3 clusters Score -776572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -776574.312500 Penalty: 2843.611572
	Iteration 28Q: 3 clusters Score -776574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -776576.000000 Penalty: 2843.611572
	Iteration 29Q: 3 clusters Score -776576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -776576.937500 Penalty: 2843.611572
	Iteration 30Q: 3 clusters Score -776576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -776578.375000 Penalty: 2843.611572
	Iteration 31Q: 3 clusters Score -776578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -776577.750000 Penalty: 2843.611572
	Iteration 32Q: 3 clusters Score -776577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -776579.250000 Penalty: 2843.611572
	Iteration 33Q: 3 clusters Score -776579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -776579.250000 Penalty: 2843.611572
	Iteration 34F: 3 clusters Score -776579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -156838.281250 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -156838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155138.625000 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -155138.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155485.468750 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -155485.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155578.281250 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -155578.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -155636.781250 Penalty: 2346.621338
	Iteration 3Q: 3 clusters Score -155636.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155678.375000 Penalty: 2346.621338
	Iteration 4Q: 3 clusters Score -155678.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155722.000000 Penalty: 2346.621338
	Iteration 5Q: 3 clusters Score -155722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155764.843750 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -155764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -155783.000000 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -155783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -155792.953125 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -155793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155795.359375 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -155795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155797.500000 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -155797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -155798.625000 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -155798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155798.906250 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -155798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155798.906250 Penalty: 2346.621338
	Iteration 13F: 3 clusters Score -155798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Entering Unmasked Estep 
Score: -1420223.875000 Penalty: 1528.058472
	Iteration 0F: 2 clusters Score -1420224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1411684.250000 Penalty: 3056.116943
	Iteration 0F: 3 clusters Score -1411684 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1414432.000000 Penalty: 3056.116943
	Iteration 1F: 3 clusters Score -1414432 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1414660.750000 Penalty: 3056.116943
	Iteration 2F: 3 clusters Score -1414661 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1414843.250000 Penalty: 3056.116943
	Iteration 3Q: 3 clusters Score -1414843 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1415009.500000 Penalty: 3056.116943
	Iteration 4Q: 3 clusters Score -1415010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1415183.500000 Penalty: 3056.116943
	Iteration 5Q: 3 clusters Score -1415184 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1415361.250000 Penalty: 3056.116943
	Iteration 6Q: 3 clusters Score -1415361 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1415565.500000 Penalty: 3056.116943
	Iteration 7Q: 3 clusters Score -1415566 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1415797.625000 Penalty: 3056.116943
	Iteration 8Q: 3 clusters Score -1415798 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1416082.875000 Penalty: 3056.116943
	Iteration 9Q: 3 clusters Score -1416083 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1416443.125000 Penalty: 3056.116943
	Iteration 10Q: 3 clusters Score -1416443 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1416878.875000 Penalty: 3056.116943
	Iteration 11F: 3 clusters Score -1416879 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1417331.000000 Penalty: 3056.116943
	Iteration 12F: 3 clusters Score -1417331 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1417760.125000 Penalty: 3056.116943
	Iteration 13Q: 3 clusters Score -1417760 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1418121.750000 Penalty: 3056.116943
	Iteration 14Q: 3 clusters Score -1418122 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1418413.875000 Penalty: 3056.116943
	Iteration 15Q: 3 clusters Score -1418414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1418588.875000 Penalty: 3056.116943
	Iteration 16Q: 3 clusters Score -1418589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1418696.500000 Penalty: 3056.116943
	Iteration 17Q: 3 clusters Score -1418696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1418782.875000 Penalty: 3056.116943
	Iteration 18Q: 3 clusters Score -1418783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1418832.750000 Penalty: 3056.116943
	Iteration 19Q: 3 clusters Score -1418833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1418874.625000 Penalty: 3056.116943
	Iteration 20F: 3 clusters Score -1418875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1418897.875000 Penalty: 3056.116943
	Iteration 21Q: 3 clusters Score -1418898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1418906.625000 Penalty: 3056.116943
	Iteration 22Q: 3 clusters Score -1418907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1418909.875000 Penalty: 3056.116943
	Iteration 23Q: 3 clusters Score -1418910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1418917.500000 Penalty: 3056.116943
	Iteration 24Q: 3 clusters Score -1418918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1418922.125000 Penalty: 3056.116943
	Iteration 25Q: 3 clusters Score -1418922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1418928.625000 Penalty: 3056.116943
	Iteration 26Q: 3 clusters Score -1418929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1418932.375000 Penalty: 3056.116943
	Iteration 27Q: 3 clusters Score -1418932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1418936.625000 Penalty: 3056.116943
	Iteration 28Q: 3 clusters Score -1418937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1418939.250000 Penalty: 3056.116943
	Iteration 29Q: 3 clusters Score -1418939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1418939.250000 Penalty: 3056.116943
	Iteration 30F: 3 clusters Score -1418939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 158 members 
Entering Unmasked Estep 
Score: -42859.480469 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42859.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42955.714844 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42955.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42979.343750 Penalty: 1861.225464
	Iteration 2Q: 3 clusters Score -42979.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42988.917969 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -42988.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43000.195312 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -43000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43000.195312 Penalty: 1861.225464
	Iteration 5F: 3 clusters Score -43000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -2449444.250000 Penalty: 1611.567993
	Iteration 0F: 2 clusters Score -2449444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2435641.750000 Penalty: 3223.135986
	Iteration 0F: 3 clusters Score -2435642 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2440755.250000 Penalty: 3223.135986
	Iteration 1F: 3 clusters Score -2440755 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2441198.500000 Penalty: 3223.135986
	Iteration 2F: 3 clusters Score -2441198 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2441788.250000 Penalty: 3223.135986
	Iteration 3F: 3 clusters Score -2441788 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2442542.250000 Penalty: 3223.135986
	Iteration 4F: 3 clusters Score -2442542 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2443385.000000 Penalty: 3223.135986
	Iteration 5F: 3 clusters Score -2443385 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2444170.750000 Penalty: 3223.135986
	Iteration 6F: 3 clusters Score -2444171 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2444801.750000 Penalty: 3223.135986
	Iteration 7F: 3 clusters Score -2444802 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2445333.250000 Penalty: 3223.135986
	Iteration 8Q: 3 clusters Score -2445333 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2445764.250000 Penalty: 3223.135986
	Iteration 9Q: 3 clusters Score -2445764 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2446184.500000 Penalty: 3223.135986
	Iteration 10Q: 3 clusters Score -2446184 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2446591.000000 Penalty: 3223.135986
	Iteration 11Q: 3 clusters Score -2446591 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2447013.500000 Penalty: 3223.135986
	Iteration 12Q: 3 clusters Score -2447014 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2447401.250000 Penalty: 3223.135986
	Iteration 13Q: 3 clusters Score -2447401 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2447714.250000 Penalty: 3223.135986
	Iteration 14Q: 3 clusters Score -2447714 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2447893.500000 Penalty: 3223.135986
	Iteration 15Q: 3 clusters Score -2447894 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2447971.250000 Penalty: 3223.135986
	Iteration 16Q: 3 clusters Score -2447971 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2448037.750000 Penalty: 3223.135986
	Iteration 17Q: 3 clusters Score -2448038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2448072.750000 Penalty: 3223.135986
	Iteration 18Q: 3 clusters Score -2448073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2448094.250000 Penalty: 3223.135986
	Iteration 19Q: 3 clusters Score -2448094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2448117.000000 Penalty: 3223.135986
	Iteration 20F: 3 clusters Score -2448117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2448128.000000 Penalty: 3223.135986
	Iteration 21Q: 3 clusters Score -2448128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2448129.500000 Penalty: 3223.135986
	Iteration 22Q: 3 clusters Score -2448130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2448130.000000 Penalty: 3223.135986
	Iteration 23Q: 3 clusters Score -2448130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2448138.000000 Penalty: 3223.135986
	Iteration 24Q: 3 clusters Score -2448138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2448143.750000 Penalty: 3223.135986
	Iteration 25Q: 3 clusters Score -2448144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2448142.750000 Penalty: 3223.135986
	Iteration 26Q: 3 clusters Score -2448143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2448144.750000 Penalty: 3223.135986
	Iteration 27Q: 3 clusters Score -2448145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2448148.500000 Penalty: 3223.135986
	Iteration 28Q: 3 clusters Score -2448148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2448148.750000 Penalty: 3223.135986
	Iteration 29Q: 3 clusters Score -2448149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2448147.000000 Penalty: 3223.135986
	Iteration 30Q: 3 clusters Score -2448147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2448148.000000 Penalty: 3223.135986
	Iteration 31Q: 3 clusters Score -2448148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2448149.250000 Penalty: 3223.135986
	Iteration 32Q: 3 clusters Score -2448149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2448152.500000 Penalty: 3223.135986
	Iteration 33Q: 3 clusters Score -2448152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2448157.750000 Penalty: 3223.135986
	Iteration 34Q: 3 clusters Score -2448158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2448157.500000 Penalty: 3223.135986
	Iteration 35Q: 3 clusters Score -2448158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2448154.750000 Penalty: 3223.135986
	Iteration 36Q: 3 clusters Score -2448155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2448156.000000 Penalty: 3223.135986
	Iteration 37Q: 3 clusters Score -2448156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2448158.000000 Penalty: 3223.135986
	Iteration 38Q: 3 clusters Score -2448158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2448158.000000 Penalty: 3223.135986
	Iteration 39F: 3 clusters Score -2448158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1075791.125000 Penalty: 1475.371094
	Iteration 0F: 2 clusters Score -1075791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1069453.000000 Penalty: 2950.742188
	Iteration 0F: 3 clusters Score -1069453 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1071346.500000 Penalty: 2950.742188
	Iteration 1F: 3 clusters Score -1071346 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1071550.875000 Penalty: 2950.742188
	Iteration 2F: 3 clusters Score -1071551 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1071717.125000 Penalty: 2950.742188
	Iteration 3Q: 3 clusters Score -1071717 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1071846.000000 Penalty: 2950.742188
	Iteration 4Q: 3 clusters Score -1071846 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1071956.625000 Penalty: 2950.742188
	Iteration 5Q: 3 clusters Score -1071957 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1072032.375000 Penalty: 2950.742188
	Iteration 6Q: 3 clusters Score -1072032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1072095.875000 Penalty: 2950.742188
	Iteration 7Q: 3 clusters Score -1072096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1072162.125000 Penalty: 2950.742188
	Iteration 8Q: 3 clusters Score -1072162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1072229.125000 Penalty: 2950.742188
	Iteration 9Q: 3 clusters Score -1072229 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1072325.375000 Penalty: 2950.742188
	Iteration 10Q: 3 clusters Score -1072325 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1072425.250000 Penalty: 2950.742188
	Iteration 11Q: 3 clusters Score -1072425 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1072527.750000 Penalty: 2950.742188
	Iteration 12Q: 3 clusters Score -1072528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1072650.125000 Penalty: 2950.742188
	Iteration 13Q: 3 clusters Score -1072650 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1072791.250000 Penalty: 2950.742188
	Iteration 14Q: 3 clusters Score -1072791 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1072943.125000 Penalty: 2950.742188
	Iteration 15Q: 3 clusters Score -1072943 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1073122.250000 Penalty: 2950.742188
	Iteration 16Q: 3 clusters Score -1073122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1073319.750000 Penalty: 2950.742188
	Iteration 17Q: 3 clusters Score -1073320 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1073527.500000 Penalty: 2950.742188
	Iteration 18Q: 3 clusters Score -1073528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1073711.375000 Penalty: 2950.742188
	Iteration 19Q: 3 clusters Score -1073711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1073842.750000 Penalty: 2950.742188
	Iteration 20F: 3 clusters Score -1073843 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1073952.750000 Penalty: 2950.742188
	Iteration 21Q: 3 clusters Score -1073953 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1074036.250000 Penalty: 2950.742188
	Iteration 22Q: 3 clusters Score -1074036 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1074127.875000 Penalty: 2950.742188
	Iteration 23Q: 3 clusters Score -1074128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1074187.125000 Penalty: 2950.742188
	Iteration 24Q: 3 clusters Score -1074187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1074229.875000 Penalty: 2950.742188
	Iteration 25Q: 3 clusters Score -1074230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1074271.000000 Penalty: 2950.742188
	Iteration 26Q: 3 clusters Score -1074271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1074311.750000 Penalty: 2950.742188
	Iteration 27Q: 3 clusters Score -1074312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1074352.500000 Penalty: 2950.742188
	Iteration 28Q: 3 clusters Score -1074352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1074379.000000 Penalty: 2950.742188
	Iteration 29Q: 3 clusters Score -1074379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1074397.375000 Penalty: 2950.742188
	Iteration 30Q: 3 clusters Score -1074397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1074411.875000 Penalty: 2950.742188
	Iteration 31Q: 3 clusters Score -1074412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1074423.625000 Penalty: 2950.742188
	Iteration 32Q: 3 clusters Score -1074424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1074440.000000 Penalty: 2950.742188
	Iteration 33Q: 3 clusters Score -1074440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1074454.000000 Penalty: 2950.742188
	Iteration 34Q: 3 clusters Score -1074454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1074458.625000 Penalty: 2950.742188
	Iteration 35Q: 3 clusters Score -1074459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1074461.750000 Penalty: 2950.742188
	Iteration 36Q: 3 clusters Score -1074462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1074464.750000 Penalty: 2950.742188
	Iteration 37Q: 3 clusters Score -1074465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1074467.625000 Penalty: 2950.742188
	Iteration 38Q: 3 clusters Score -1074468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1074468.125000 Penalty: 2950.742188
	Iteration 39Q: 3 clusters Score -1074468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1074470.625000 Penalty: 2950.742188
	Iteration 40F: 3 clusters Score -1074471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1074472.250000 Penalty: 2950.742188
	Iteration 41Q: 3 clusters Score -1074472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1074472.625000 Penalty: 2950.742188
	Iteration 42Q: 3 clusters Score -1074473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1074472.625000 Penalty: 2950.742188
	Iteration 43F: 3 clusters Score -1074473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (152076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Entering Unmasked Estep 
Score: -18442840.000000 Penalty: 1938.972046
	Iteration 0F: 2 clusters Score -1.844284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -18348498.000000 Penalty: 3877.944092
	Iteration 0F: 3 clusters Score -1.83485e+07 nChanged 73508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -18392058.000000 Penalty: 3877.944092
	Iteration 1F: 3 clusters Score -1.839206e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -18393494.000000 Penalty: 3877.944092
	Iteration 2Q: 3 clusters Score -1.839349e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -18395394.000000 Penalty: 3877.944092
	Iteration 3Q: 3 clusters Score -1.839539e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -18398098.000000 Penalty: 3877.944092
	Iteration 4Q: 3 clusters Score -1.83981e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -18402254.000000 Penalty: 3877.944092
	Iteration 5F: 3 clusters Score -1.840225e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -18408110.000000 Penalty: 3877.944092
	Iteration 6F: 3 clusters Score -1.840811e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -18414856.000000 Penalty: 3877.944092
	Iteration 7F: 3 clusters Score -1.841486e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -18420900.000000 Penalty: 3877.944092
	Iteration 8F: 3 clusters Score -1.84209e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -18425608.000000 Penalty: 3877.944092
	Iteration 9Q: 3 clusters Score -1.842561e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -18428524.000000 Penalty: 3877.944092
	Iteration 10Q: 3 clusters Score -1.842852e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -18430020.000000 Penalty: 3877.944092
	Iteration 11Q: 3 clusters Score -1.843002e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -18431022.000000 Penalty: 3877.944092
	Iteration 12Q: 3 clusters Score -1.843102e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 127804 members 
Entering Unmasked Estep 
Score: -18431736.000000 Penalty: 3877.944092
	Iteration 13Q: 3 clusters Score -1.843174e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -18432246.000000 Penalty: 3877.944092
	Iteration 14Q: 3 clusters Score -1.843225e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -18432786.000000 Penalty: 3877.944092
	Iteration 15Q: 3 clusters Score -1.843279e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -18433482.000000 Penalty: 3877.944092
	Iteration 16Q: 3 clusters Score -1.843348e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -18434206.000000 Penalty: 3877.944092
	Iteration 17Q: 3 clusters Score -1.843421e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -18434858.000000 Penalty: 3877.944092
	Iteration 18Q: 3 clusters Score -1.843486e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -18435422.000000 Penalty: 3877.944092
	Iteration 19Q: 3 clusters Score -1.843542e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -18436064.000000 Penalty: 3877.944092
	Iteration 20F: 3 clusters Score -1.843606e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -18436696.000000 Penalty: 3877.944092
	Iteration 21Q: 3 clusters Score -1.84367e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -18437302.000000 Penalty: 3877.944092
	Iteration 22Q: 3 clusters Score -1.84373e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 143365 members 
Entering Unmasked Estep 
Score: -18437966.000000 Penalty: 3877.944092
	Iteration 23Q: 3 clusters Score -1.843797e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -18438528.000000 Penalty: 3877.944092
	Iteration 24Q: 3 clusters Score -1.843853e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -18439012.000000 Penalty: 3877.944092
	Iteration 25Q: 3 clusters Score -1.843901e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -18439450.000000 Penalty: 3877.944092
	Iteration 26Q: 3 clusters Score -1.843945e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 146545 members 
Entering Unmasked Estep 
Score: -18439800.000000 Penalty: 3877.944092
	Iteration 27Q: 3 clusters Score -1.84398e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -18440066.000000 Penalty: 3877.944092
	Iteration 28Q: 3 clusters Score -1.844007e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -18440316.000000 Penalty: 3877.944092
	Iteration 29Q: 3 clusters Score -1.844032e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -18440608.000000 Penalty: 3877.944092
	Iteration 30Q: 3 clusters Score -1.844061e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -18440750.000000 Penalty: 3877.944092
	Iteration 31Q: 3 clusters Score -1.844075e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -18440896.000000 Penalty: 3877.944092
	Iteration 32Q: 3 clusters Score -1.84409e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -18441002.000000 Penalty: 3877.944092
	Iteration 33Q: 3 clusters Score -1.8441e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -18441086.000000 Penalty: 3877.944092
	Iteration 34Q: 3 clusters Score -1.844109e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -18441192.000000 Penalty: 3877.944092
	Iteration 35Q: 3 clusters Score -1.844119e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 149574 members 
Entering Unmasked Estep 
Score: -18441236.000000 Penalty: 3877.944092
	Iteration 36Q: 3 clusters Score -1.844124e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -18441280.000000 Penalty: 3877.944092
	Iteration 37Q: 3 clusters Score -1.844128e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -18441316.000000 Penalty: 3877.944092
	Iteration 38Q: 3 clusters Score -1.844132e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 149911 members 
Entering Unmasked Estep 
Score: -18441400.000000 Penalty: 3877.944092
	Iteration 39Q: 3 clusters Score -1.84414e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -18441448.000000 Penalty: 3877.944092
	Iteration 40F: 3 clusters Score -1.844145e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -18441472.000000 Penalty: 3877.944092
	Iteration 41Q: 3 clusters Score -1.844147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -18441512.000000 Penalty: 3877.944092
	Iteration 42Q: 3 clusters Score -1.844151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -18441540.000000 Penalty: 3877.944092
	Iteration 43Q: 3 clusters Score -1.844154e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -18441544.000000 Penalty: 3877.944092
	Iteration 44Q: 3 clusters Score -1.844154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 150315 members 
Entering Unmasked Estep 
Score: -18441566.000000 Penalty: 3877.944092
	Iteration 45Q: 3 clusters Score -1.844157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -18441596.000000 Penalty: 3877.944092
	Iteration 46Q: 3 clusters Score -1.84416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -18441620.000000 Penalty: 3877.944092
	Iteration 47Q: 3 clusters Score -1.844162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 150408 members 
Entering Unmasked Estep 
Score: -18441622.000000 Penalty: 3877.944092
	Iteration 48Q: 3 clusters Score -1.844162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -18441640.000000 Penalty: 3877.944092
	Iteration 49Q: 3 clusters Score -1.844164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -18441632.000000 Penalty: 3877.944092
	Iteration 50Q: 3 clusters Score -1.844163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 150453 members 
Entering Unmasked Estep 
Score: -18441654.000000 Penalty: 3877.944092
	Iteration 51Q: 3 clusters Score -1.844165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -18441638.000000 Penalty: 3877.944092
	Iteration 52Q: 3 clusters Score -1.844164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 150463 members 
Entering Unmasked Estep 
Score: -18441624.000000 Penalty: 3877.944092
	Iteration 53Q: 3 clusters Score -1.844162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -18441636.000000 Penalty: 3877.944092
	Iteration 54Q: 3 clusters Score -1.844164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -18441630.000000 Penalty: 3877.944092
	Iteration 55Q: 3 clusters Score -1.844163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -18441626.000000 Penalty: 3877.944092
	Iteration 56Q: 3 clusters Score -1.844163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -18441624.000000 Penalty: 3877.944092
	Iteration 57Q: 3 clusters Score -1.844162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 150481 members 
Entering Unmasked Estep 
Score: -18441638.000000 Penalty: 3877.944092
	Iteration 58Q: 3 clusters Score -1.844164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 150486 members 
Entering Unmasked Estep 
Score: -18441644.000000 Penalty: 3877.944092
	Iteration 59Q: 3 clusters Score -1.844164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 150492 members 
Entering Unmasked Estep 
Score: -18441652.000000 Penalty: 3877.944092
	Iteration 60F: 3 clusters Score -1.844165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -18441650.000000 Penalty: 3877.944092
	Iteration 61Q: 3 clusters Score -1.844165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 150515 members 
Entering Unmasked Estep 
Score: -18441672.000000 Penalty: 3877.944092
	Iteration 62Q: 3 clusters Score -1.844167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 150524 members 
Entering Unmasked Estep 
Score: -18441674.000000 Penalty: 3877.944092
	Iteration 63Q: 3 clusters Score -1.844167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 150530 members 
Entering Unmasked Estep 
Score: -18441672.000000 Penalty: 3877.944092
	Iteration 64Q: 3 clusters Score -1.844167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -18441666.000000 Penalty: 3877.944092
	Iteration 65Q: 3 clusters Score -1.844167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -18441690.000000 Penalty: 3877.944092
	Iteration 66Q: 3 clusters Score -1.844169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 150550 members 
Entering Unmasked Estep 
Score: -18441682.000000 Penalty: 3877.944092
	Iteration 67Q: 3 clusters Score -1.844168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -18441672.000000 Penalty: 3877.944092
	Iteration 68Q: 3 clusters Score -1.844167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 150566 members 
Entering Unmasked Estep 
Score: -18441678.000000 Penalty: 3877.944092
	Iteration 69Q: 3 clusters Score -1.844168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 150576 members 
Entering Unmasked Estep 
Score: -18441678.000000 Penalty: 3877.944092
	Iteration 70Q: 3 clusters Score -1.844168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -18441674.000000 Penalty: 3877.944092
	Iteration 71Q: 3 clusters Score -1.844167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -18441674.000000 Penalty: 3877.944092
	Iteration 72Q: 3 clusters Score -1.844167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -18441668.000000 Penalty: 3877.944092
	Iteration 73Q: 3 clusters Score -1.844167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -18441688.000000 Penalty: 3877.944092
	Iteration 74Q: 3 clusters Score -1.844169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -18441696.000000 Penalty: 3877.944092
	Iteration 75Q: 3 clusters Score -1.84417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -18441700.000000 Penalty: 3877.944092
	Iteration 76Q: 3 clusters Score -1.84417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 150626 members 
Entering Unmasked Estep 
Score: -18441700.000000 Penalty: 3877.944092
	Iteration 77Q: 3 clusters Score -1.84417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -18441696.000000 Penalty: 3877.944092
	Iteration 78Q: 3 clusters Score -1.84417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18441700.000000 Penalty: 3877.944092
	Iteration 79Q: 3 clusters Score -1.84417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -18441708.000000 Penalty: 3877.944092
	Iteration 80F: 3 clusters Score -1.844171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -18441708.000000 Penalty: 3877.944092
	Iteration 81Q: 3 clusters Score -1.844171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -18441702.000000 Penalty: 3877.944092
	Iteration 82Q: 3 clusters Score -1.84417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -18441702.000000 Penalty: 3877.944092
	Iteration 83F: 3 clusters Score -1.84417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 6308 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12130 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20279 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 152076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440882.000000 Penalty: 34291.625000
Iteration 119Q: 18 clusters Score -2.944088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20279 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 152076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440862.000000 Penalty: 34291.625000
Iteration 120F: 18 clusters Score -2.944086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12407 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12163 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20275 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 152085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440838.000000 Penalty: 34291.625000
Iteration 121Q: 18 clusters Score -2.944084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12408 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 10 contains 9361 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9084 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12176 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20277 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 152086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440850.000000 Penalty: 34291.625000
Iteration 122Q: 18 clusters Score -2.944085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 1870 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20281 members 
Mstep: Class 23 contains 8732 members 
Mstep: Class 24 contains 152085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440850.000000 Penalty: 34291.625000
Iteration 123Q: 18 clusters Score -2.944085e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9078 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20284 members 
Mstep: Class 23 contains 8733 members 
Mstep: Class 24 contains 152081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440852.000000 Penalty: 34291.625000
Iteration 124Q: 18 clusters Score -2.944085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9078 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 12206 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20285 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 152086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440844.000000 Penalty: 34291.625000
Iteration 125Q: 18 clusters Score -2.944084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20290 members 
Mstep: Class 23 contains 8714 members 
Mstep: Class 24 contains 152083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440836.000000 Penalty: 34291.625000
Iteration 126Q: 18 clusters Score -2.944084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20295 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 152082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440836.000000 Penalty: 34291.625000
Iteration 127Q: 18 clusters Score -2.944084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20300 members 
Mstep: Class 23 contains 8707 members 
Mstep: Class 24 contains 152081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440844.000000 Penalty: 34291.625000
Iteration 128Q: 18 clusters Score -2.944084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6287 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 12253 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20301 members 
Mstep: Class 23 contains 8705 members 
Mstep: Class 24 contains 152076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440848.000000 Penalty: 34291.625000
Iteration 129Q: 18 clusters Score -2.944085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20304 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 152073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440862.000000 Penalty: 34291.625000
Iteration 130Q: 18 clusters Score -2.944086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20309 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 152061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440874.000000 Penalty: 34291.625000
Iteration 131Q: 18 clusters Score -2.944087e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 1865 members 
Mstep: Class 10 contains 9331 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6274 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12311 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 23 contains 8698 members 
Mstep: Class 24 contains 152050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440858.000000 Penalty: 34291.625000
Iteration 132Q: 18 clusters Score -2.944086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12322 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 152047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440852.000000 Penalty: 34291.625000
Iteration 133Q: 18 clusters Score -2.944085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 12332 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20310 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 152040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440850.000000 Penalty: 34291.625000
Iteration 134Q: 18 clusters Score -2.944085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 23 contains 8695 members 
Mstep: Class 24 contains 152031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440856.000000 Penalty: 34291.625000
Iteration 135Q: 18 clusters Score -2.944086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1858 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6255 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12362 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 23 contains 8694 members 
Mstep: Class 24 contains 152021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440818.000000 Penalty: 34291.625000
Iteration 136Q: 18 clusters Score -2.944082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 10 contains 9331 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12367 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 23 contains 8694 members 
Mstep: Class 24 contains 152020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440826.000000 Penalty: 34291.625000
Iteration 137Q: 18 clusters Score -2.944083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 10 contains 9328 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12375 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20315 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 152020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440838.000000 Penalty: 34291.625000
Iteration 138Q: 18 clusters Score -2.944084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 10 contains 9323 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12381 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20321 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 152015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440840.000000 Penalty: 34291.625000
Iteration 139Q: 18 clusters Score -2.944084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12386 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20327 members 
Mstep: Class 23 contains 8690 members 
Mstep: Class 24 contains 152008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440850.000000 Penalty: 34291.625000
Iteration 140F: 18 clusters Score -2.944085e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12389 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20336 members 
Mstep: Class 23 contains 8689 members 
Mstep: Class 24 contains 151996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440866.000000 Penalty: 34291.625000
Iteration 141Q: 18 clusters Score -2.944087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12393 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20350 members 
Mstep: Class 23 contains 8688 members 
Mstep: Class 24 contains 151986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440864.000000 Penalty: 34291.625000
Iteration 142Q: 18 clusters Score -2.944086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12396 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20360 members 
Mstep: Class 23 contains 8686 members 
Mstep: Class 24 contains 151983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440872.000000 Penalty: 34291.625000
Iteration 143Q: 18 clusters Score -2.944087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12399 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20373 members 
Mstep: Class 23 contains 8686 members 
Mstep: Class 24 contains 151979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440842.000000 Penalty: 34291.625000
Iteration 144Q: 18 clusters Score -2.944084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6256 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12401 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20381 members 
Mstep: Class 23 contains 8685 members 
Mstep: Class 24 contains 151974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440830.000000 Penalty: 34291.625000
Iteration 145Q: 18 clusters Score -2.944083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12399 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 12403 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20391 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 151972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440850.000000 Penalty: 34291.625000
Iteration 146Q: 18 clusters Score -2.944085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12394 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20402 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440852.000000 Penalty: 34291.625000
Iteration 147Q: 18 clusters Score -2.944085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20409 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440846.000000 Penalty: 34291.625000
Iteration 148Q: 18 clusters Score -2.944085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 1854 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20409 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440846.000000 Penalty: 34291.625000
Iteration 149Q: 18 clusters Score -2.944085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12408 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20414 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440846.000000 Penalty: 34291.625000
Iteration 150Q: 18 clusters Score -2.944085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20421 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440834.000000 Penalty: 34291.625000
Iteration 151Q: 18 clusters Score -2.944083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20430 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440834.000000 Penalty: 34291.625000
Iteration 152Q: 18 clusters Score -2.944083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9284 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20440 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440842.000000 Penalty: 34291.625000
Iteration 153Q: 18 clusters Score -2.944084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12386 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20445 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440844.000000 Penalty: 34291.625000
Iteration 154Q: 18 clusters Score -2.944084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12383 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12409 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20448 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440820.000000 Penalty: 34291.625000
Iteration 155Q: 18 clusters Score -2.944082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12381 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20451 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440846.000000 Penalty: 34291.625000
Iteration 156Q: 18 clusters Score -2.944085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9075 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20462 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440856.000000 Penalty: 34291.625000
Iteration 157Q: 18 clusters Score -2.944086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20475 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440846.000000 Penalty: 34291.625000
Iteration 158Q: 18 clusters Score -2.944085e+07 nChanged 17
Entering ConstructFrom: 
Score: -29440846.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -211823.234375 Penalty: 1216.027222
	Iteration 0F: 2 clusters Score -211823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209849.500000 Penalty: 2432.054443
	Iteration 0F: 3 clusters Score -209849.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210313.109375 Penalty: 2432.054443
	Iteration 1F: 3 clusters Score -210313.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210437.765625 Penalty: 2432.054443
	Iteration 2F: 3 clusters Score -210437.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210497.343750 Penalty: 2432.054443
	Iteration 3Q: 3 clusters Score -210497.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -210532.750000 Penalty: 2432.054443
	Iteration 4Q: 3 clusters Score -210532.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210550.921875 Penalty: 2432.054443
	Iteration 5Q: 3 clusters Score -210550.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -210558.093750 Penalty: 2432.054443
	Iteration 6Q: 3 clusters Score -210558.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -210564.281250 Penalty: 2432.054443
	Iteration 7Q: 3 clusters Score -210564.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -210571.093750 Penalty: 2432.054443
	Iteration 8Q: 3 clusters Score -210571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -210575.390625 Penalty: 2432.054443
	Iteration 9Q: 3 clusters Score -210575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210577.984375 Penalty: 2432.054443
	Iteration 10Q: 3 clusters Score -210578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -210580.968750 Penalty: 2432.054443
	Iteration 11Q: 3 clusters Score -210581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -210583.140625 Penalty: 2432.054443
	Iteration 12Q: 3 clusters Score -210583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210585.687500 Penalty: 2432.054443
	Iteration 13Q: 3 clusters Score -210585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -210586.421875 Penalty: 2432.054443
	Iteration 14Q: 3 clusters Score -210586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -210586.421875 Penalty: 2432.054443
	Iteration 15F: 3 clusters Score -210586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16493.603516 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16520.423828 Penalty: 1536.401123
	Iteration 1Q: 3 clusters Score -16520.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16544.234375 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -16544.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16584.062500 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -16584.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16584.062500 Penalty: 1536.401123
	Iteration 4F: 3 clusters Score -16584.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Entering Unmasked Estep 
Score: -1524997.125000 Penalty: 1531.307861
	Iteration 0F: 2 clusters Score -1524997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1516322.750000 Penalty: 3062.615723
	Iteration 0F: 3 clusters Score -1516323 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1519301.125000 Penalty: 3062.615723
	Iteration 1F: 3 clusters Score -1519301 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1519596.125000 Penalty: 3062.615723
	Iteration 2F: 3 clusters Score -1519596 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1519837.375000 Penalty: 3062.615723
	Iteration 3Q: 3 clusters Score -1519837 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1520071.500000 Penalty: 3062.615723
	Iteration 4Q: 3 clusters Score -1520072 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1520285.875000 Penalty: 3062.615723
	Iteration 5Q: 3 clusters Score -1520286 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1520467.125000 Penalty: 3062.615723
	Iteration 6Q: 3 clusters Score -1520467 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1520609.125000 Penalty: 3062.615723
	Iteration 7Q: 3 clusters Score -1520609 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1520745.250000 Penalty: 3062.615723
	Iteration 8Q: 3 clusters Score -1520745 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1520854.250000 Penalty: 3062.615723
	Iteration 9Q: 3 clusters Score -1520854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1520935.625000 Penalty: 3062.615723
	Iteration 10Q: 3 clusters Score -1520936 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1521015.125000 Penalty: 3062.615723
	Iteration 11Q: 3 clusters Score -1521015 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1521066.625000 Penalty: 3062.615723
	Iteration 12Q: 3 clusters Score -1521067 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1521109.875000 Penalty: 3062.615723
	Iteration 13Q: 3 clusters Score -1521110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1521164.250000 Penalty: 3062.615723
	Iteration 14Q: 3 clusters Score -1521164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1521211.125000 Penalty: 3062.615723
	Iteration 15Q: 3 clusters Score -1521211 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1521260.875000 Penalty: 3062.615723
	Iteration 16Q: 3 clusters Score -1521261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1521346.000000 Penalty: 3062.615723
	Iteration 17Q: 3 clusters Score -1521346 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1521471.125000 Penalty: 3062.615723
	Iteration 18Q: 3 clusters Score -1521471 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1521626.000000 Penalty: 3062.615723
	Iteration 19Q: 3 clusters Score -1521626 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1521802.500000 Penalty: 3062.615723
	Iteration 20F: 3 clusters Score -1521802 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1521997.625000 Penalty: 3062.615723
	Iteration 21Q: 3 clusters Score -1521998 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1522170.000000 Penalty: 3062.615723
	Iteration 22Q: 3 clusters Score -1522170 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1522281.875000 Penalty: 3062.615723
	Iteration 23Q: 3 clusters Score -1522282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1522351.250000 Penalty: 3062.615723
	Iteration 24Q: 3 clusters Score -1522351 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1522389.375000 Penalty: 3062.615723
	Iteration 25Q: 3 clusters Score -1522389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1522425.000000 Penalty: 3062.615723
	Iteration 26Q: 3 clusters Score -1522425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1522444.000000 Penalty: 3062.615723
	Iteration 27Q: 3 clusters Score -1522444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1522455.625000 Penalty: 3062.615723
	Iteration 28Q: 3 clusters Score -1522456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1522467.750000 Penalty: 3062.615723
	Iteration 29Q: 3 clusters Score -1522468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1522480.375000 Penalty: 3062.615723
	Iteration 30Q: 3 clusters Score -1522480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1522488.875000 Penalty: 3062.615723
	Iteration 31Q: 3 clusters Score -1522489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1522504.375000 Penalty: 3062.615723
	Iteration 32Q: 3 clusters Score -1522504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1522515.625000 Penalty: 3062.615723
	Iteration 33Q: 3 clusters Score -1522516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1522522.375000 Penalty: 3062.615723
	Iteration 34Q: 3 clusters Score -1522522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1522533.875000 Penalty: 3062.615723
	Iteration 35Q: 3 clusters Score -1522534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1522538.500000 Penalty: 3062.615723
	Iteration 36Q: 3 clusters Score -1522538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1522540.750000 Penalty: 3062.615723
	Iteration 37Q: 3 clusters Score -1522541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1522548.000000 Penalty: 3062.615723
	Iteration 38Q: 3 clusters Score -1522548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1522546.375000 Penalty: 3062.615723
	Iteration 39Q: 3 clusters Score -1522546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1522550.500000 Penalty: 3062.615723
	Iteration 40F: 3 clusters Score -1522550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1522553.375000 Penalty: 3062.615723
	Iteration 41Q: 3 clusters Score -1522553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1522564.125000 Penalty: 3062.615723
	Iteration 42Q: 3 clusters Score -1522564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1522563.000000 Penalty: 3062.615723
	Iteration 43Q: 3 clusters Score -1522563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1522563.750000 Penalty: 3062.615723
	Iteration 44Q: 3 clusters Score -1522564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1522567.125000 Penalty: 3062.615723
	Iteration 45Q: 3 clusters Score -1522567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1522571.125000 Penalty: 3062.615723
	Iteration 46Q: 3 clusters Score -1522571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1522573.000000 Penalty: 3062.615723
	Iteration 47Q: 3 clusters Score -1522573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1522573.250000 Penalty: 3062.615723
	Iteration 48Q: 3 clusters Score -1522573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1522577.250000 Penalty: 3062.615723
	Iteration 49Q: 3 clusters Score -1522577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1522579.250000 Penalty: 3062.615723
	Iteration 50Q: 3 clusters Score -1522579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1522578.125000 Penalty: 3062.615723
	Iteration 51Q: 3 clusters Score -1522578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1522582.500000 Penalty: 3062.615723
	Iteration 52Q: 3 clusters Score -1522582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1522582.500000 Penalty: 3062.615723
	Iteration 53Q: 3 clusters Score -1522582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1522581.625000 Penalty: 3062.615723
	Iteration 54Q: 3 clusters Score -1522582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1522586.125000 Penalty: 3062.615723
	Iteration 55Q: 3 clusters Score -1522586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1522585.125000 Penalty: 3062.615723
	Iteration 56Q: 3 clusters Score -1522585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1522589.875000 Penalty: 3062.615723
	Iteration 57Q: 3 clusters Score -1522590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1522588.625000 Penalty: 3062.615723
	Iteration 58Q: 3 clusters Score -1522589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1522596.000000 Penalty: 3062.615723
	Iteration 59Q: 3 clusters Score -1522596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1522597.000000 Penalty: 3062.615723
	Iteration 60F: 3 clusters Score -1522597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1522592.125000 Penalty: 3062.615723
	Iteration 61Q: 3 clusters Score -1522592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1522592.250000 Penalty: 3062.615723
	Iteration 62Q: 3 clusters Score -1522592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1522594.875000 Penalty: 3062.615723
	Iteration 63Q: 3 clusters Score -1522595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1522594.625000 Penalty: 3062.615723
	Iteration 64Q: 3 clusters Score -1522595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1522596.625000 Penalty: 3062.615723
	Iteration 65Q: 3 clusters Score -1522597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1522596.125000 Penalty: 3062.615723
	Iteration 66Q: 3 clusters Score -1522596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1522595.250000 Penalty: 3062.615723
	Iteration 67Q: 3 clusters Score -1522595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1522597.375000 Penalty: 3062.615723
	Iteration 68Q: 3 clusters Score -1522597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1522602.625000 Penalty: 3062.615723
	Iteration 69Q: 3 clusters Score -1522603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1522601.000000 Penalty: 3062.615723
	Iteration 70Q: 3 clusters Score -1522601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1522601.000000 Penalty: 3062.615723
	Iteration 71F: 3 clusters Score -1522601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -262112.671875 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -262112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259888.750000 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -259888.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -260350.812500 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -260350.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260475.468750 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -260475.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -260539.000000 Penalty: 2500.677734
	Iteration 3Q: 3 clusters Score -260539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260567.906250 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -260567.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -260588.984375 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -260589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -260616.171875 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -260616.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -260634.718750 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -260634.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260649.562500 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -260649.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -260661.000000 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -260661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260671.890625 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -260671.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260684.234375 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -260684.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -260696.140625 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -260696.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -260714.593750 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -260714.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260729.015625 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -260729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260743.640625 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -260743.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260760.031250 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -260760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260771.828125 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -260771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -260782.171875 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -260782.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -260793.765625 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -260793.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260806.734375 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -260806.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -260825.531250 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -260825.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -260843.328125 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -260843.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -260863.484375 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -260863.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -260882.781250 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -260882.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -260897.031250 Penalty: 2500.677734
	Iteration 25Q: 3 clusters Score -260897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260908.968750 Penalty: 2500.677734
	Iteration 26Q: 3 clusters Score -260909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -260927.062500 Penalty: 2500.677734
	Iteration 27Q: 3 clusters Score -260927.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -260946.812500 Penalty: 2500.677734
	Iteration 28Q: 3 clusters Score -260946.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -260968.296875 Penalty: 2500.677734
	Iteration 29Q: 3 clusters Score -260968.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -260982.406250 Penalty: 2500.677734
	Iteration 30Q: 3 clusters Score -260982.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261001.890625 Penalty: 2500.677734
	Iteration 31Q: 3 clusters Score -261001.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -261025.250000 Penalty: 2500.677734
	Iteration 32Q: 3 clusters Score -261025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -261046.578125 Penalty: 2500.677734
	Iteration 33Q: 3 clusters Score -261046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -261068.234375 Penalty: 2500.677734
	Iteration 34Q: 3 clusters Score -261068.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -261086.875000 Penalty: 2500.677734
	Iteration 35Q: 3 clusters Score -261086.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -261105.484375 Penalty: 2500.677734
	Iteration 36Q: 3 clusters Score -261105.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -261125.453125 Penalty: 2500.677734
	Iteration 37Q: 3 clusters Score -261125.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -261141.578125 Penalty: 2500.677734
	Iteration 38Q: 3 clusters Score -261141.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -261149.437500 Penalty: 2500.677734
	Iteration 39Q: 3 clusters Score -261149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -261155.046875 Penalty: 2500.677734
	Iteration 40F: 3 clusters Score -261155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -261161.656250 Penalty: 2500.677734
	Iteration 41Q: 3 clusters Score -261161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -261170.953125 Penalty: 2500.677734
	Iteration 42Q: 3 clusters Score -261171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -261176.859375 Penalty: 2500.677734
	Iteration 43Q: 3 clusters Score -261176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -261183.453125 Penalty: 2500.677734
	Iteration 44Q: 3 clusters Score -261183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261186.234375 Penalty: 2500.677734
	Iteration 45Q: 3 clusters Score -261186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -261191.296875 Penalty: 2500.677734
	Iteration 46Q: 3 clusters Score -261191.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -261197.437500 Penalty: 2500.677734
	Iteration 47Q: 3 clusters Score -261197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -261203.640625 Penalty: 2500.677734
	Iteration 48Q: 3 clusters Score -261203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -261210.750000 Penalty: 2500.677734
	Iteration 49Q: 3 clusters Score -261210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -261218.109375 Penalty: 2500.677734
	Iteration 50Q: 3 clusters Score -261218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -261224.671875 Penalty: 2500.677734
	Iteration 51Q: 3 clusters Score -261224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -261237.437500 Penalty: 2500.677734
	Iteration 52Q: 3 clusters Score -261237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261251.140625 Penalty: 2500.677734
	Iteration 53Q: 3 clusters Score -261251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -261259.203125 Penalty: 2500.677734
	Iteration 54Q: 3 clusters Score -261259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261267.796875 Penalty: 2500.677734
	Iteration 55Q: 3 clusters Score -261267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -261272.671875 Penalty: 2500.677734
	Iteration 56Q: 3 clusters Score -261272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -261277.484375 Penalty: 2500.677734
	Iteration 57Q: 3 clusters Score -261277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -261279.125000 Penalty: 2500.677734
	Iteration 58Q: 3 clusters Score -261279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261280.937500 Penalty: 2500.677734
	Iteration 59Q: 3 clusters Score -261280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -261282.562500 Penalty: 2500.677734
	Iteration 60F: 3 clusters Score -261282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261284.718750 Penalty: 2500.677734
	Iteration 61Q: 3 clusters Score -261284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -261286.531250 Penalty: 2500.677734
	Iteration 62Q: 3 clusters Score -261286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -261286.531250 Penalty: 2500.677734
	Iteration 63F: 3 clusters Score -261286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -532776.812500 Penalty: 1360.852417
	Iteration 0F: 2 clusters Score -532776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -529226.562500 Penalty: 2721.704834
	Iteration 0F: 3 clusters Score -529226.6 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -530142.000000 Penalty: 2721.704834
	Iteration 1F: 3 clusters Score -530142 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -530339.562500 Penalty: 2721.704834
	Iteration 2F: 3 clusters Score -530339.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -530449.000000 Penalty: 2721.704834
	Iteration 3F: 3 clusters Score -530449 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -530530.312500 Penalty: 2721.704834
	Iteration 4Q: 3 clusters Score -530530.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -530601.062500 Penalty: 2721.704834
	Iteration 5Q: 3 clusters Score -530601.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -530669.937500 Penalty: 2721.704834
	Iteration 6Q: 3 clusters Score -530669.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -530727.250000 Penalty: 2721.704834
	Iteration 7Q: 3 clusters Score -530727.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -530773.937500 Penalty: 2721.704834
	Iteration 8Q: 3 clusters Score -530773.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -530821.062500 Penalty: 2721.704834
	Iteration 9Q: 3 clusters Score -530821.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -530864.750000 Penalty: 2721.704834
	Iteration 10Q: 3 clusters Score -530864.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -530899.875000 Penalty: 2721.704834
	Iteration 11Q: 3 clusters Score -530899.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -530934.500000 Penalty: 2721.704834
	Iteration 12Q: 3 clusters Score -530934.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -530971.250000 Penalty: 2721.704834
	Iteration 13Q: 3 clusters Score -530971.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -531014.937500 Penalty: 2721.704834
	Iteration 14Q: 3 clusters Score -531014.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -531061.625000 Penalty: 2721.704834
	Iteration 15Q: 3 clusters Score -531061.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -531106.062500 Penalty: 2721.704834
	Iteration 16Q: 3 clusters Score -531106.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -531146.625000 Penalty: 2721.704834
	Iteration 17Q: 3 clusters Score -531146.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -531187.562500 Penalty: 2721.704834
	Iteration 18Q: 3 clusters Score -531187.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -531232.125000 Penalty: 2721.704834
	Iteration 19Q: 3 clusters Score -531232.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -531269.437500 Penalty: 2721.704834
	Iteration 20F: 3 clusters Score -531269.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -531300.187500 Penalty: 2721.704834
	Iteration 21Q: 3 clusters Score -531300.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -531330.625000 Penalty: 2721.704834
	Iteration 22Q: 3 clusters Score -531330.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -531361.375000 Penalty: 2721.704834
	Iteration 23Q: 3 clusters Score -531361.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -531399.500000 Penalty: 2721.704834
	Iteration 24Q: 3 clusters Score -531399.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -531428.625000 Penalty: 2721.704834
	Iteration 25Q: 3 clusters Score -531428.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -531447.562500 Penalty: 2721.704834
	Iteration 26Q: 3 clusters Score -531447.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -531463.250000 Penalty: 2721.704834
	Iteration 27Q: 3 clusters Score -531463.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -531476.875000 Penalty: 2721.704834
	Iteration 28Q: 3 clusters Score -531476.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -531490.312500 Penalty: 2721.704834
	Iteration 29Q: 3 clusters Score -531490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -531497.812500 Penalty: 2721.704834
	Iteration 30Q: 3 clusters Score -531497.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -531506.687500 Penalty: 2721.704834
	Iteration 31Q: 3 clusters Score -531506.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -531514.125000 Penalty: 2721.704834
	Iteration 32Q: 3 clusters Score -531514.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -531521.000000 Penalty: 2721.704834
	Iteration 33Q: 3 clusters Score -531521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -531522.125000 Penalty: 2721.704834
	Iteration 34Q: 3 clusters Score -531522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -531525.250000 Penalty: 2721.704834
	Iteration 35Q: 3 clusters Score -531525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -531525.500000 Penalty: 2721.704834
	Iteration 36Q: 3 clusters Score -531525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -531526.375000 Penalty: 2721.704834
	Iteration 37Q: 3 clusters Score -531526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -531527.875000 Penalty: 2721.704834
	Iteration 38Q: 3 clusters Score -531527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -531528.437500 Penalty: 2721.704834
	Iteration 39Q: 3 clusters Score -531528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -531530.812500 Penalty: 2721.704834
	Iteration 40F: 3 clusters Score -531530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -531532.312500 Penalty: 2721.704834
	Iteration 41Q: 3 clusters Score -531532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -531534.125000 Penalty: 2721.704834
	Iteration 42Q: 3 clusters Score -531534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -531534.750000 Penalty: 2721.704834
	Iteration 43Q: 3 clusters Score -531534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -531535.375000 Penalty: 2721.704834
	Iteration 44Q: 3 clusters Score -531535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -531536.375000 Penalty: 2721.704834
	Iteration 45Q: 3 clusters Score -531536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -531536.250000 Penalty: 2721.704834
	Iteration 46Q: 3 clusters Score -531536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -531536.250000 Penalty: 2721.704834
	Iteration 47F: 3 clusters Score -531536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -383728.906250 Penalty: 1313.741333
	Iteration 0F: 2 clusters Score -383728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380891.437500 Penalty: 2627.482666
	Iteration 0F: 3 clusters Score -380891.4 nChanged 1242
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: -381625.968750 Penalty: 2627.482666
	Iteration 1F: 3 clusters Score -381626 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -381749.343750 Penalty: 2627.482666
	Iteration 2F: 3 clusters Score -381749.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -381819.125000 Penalty: 2627.482666
	Iteration 3Q: 3 clusters Score -381819.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -381865.281250 Penalty: 2627.482666
	Iteration 4Q: 3 clusters Score -381865.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -381895.250000 Penalty: 2627.482666
	Iteration 5Q: 3 clusters Score -381895.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -381916.312500 Penalty: 2627.482666
	Iteration 6Q: 3 clusters Score -381916.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -381934.687500 Penalty: 2627.482666
	Iteration 7Q: 3 clusters Score -381934.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -381955.718750 Penalty: 2627.482666
	Iteration 8Q: 3 clusters Score -381955.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -381975.937500 Penalty: 2627.482666
	Iteration 9Q: 3 clusters Score -381975.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -381994.343750 Penalty: 2627.482666
	Iteration 10Q: 3 clusters Score -381994.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -382012.406250 Penalty: 2627.482666
	Iteration 11Q: 3 clusters Score -382012.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -382026.937500 Penalty: 2627.482666
	Iteration 12Q: 3 clusters Score -382026.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -382037.906250 Penalty: 2627.482666
	Iteration 13Q: 3 clusters Score -382037.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -382047.343750 Penalty: 2627.482666
	Iteration 14Q: 3 clusters Score -382047.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -382057.843750 Penalty: 2627.482666
	Iteration 15Q: 3 clusters Score -382057.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -382068.281250 Penalty: 2627.482666
	Iteration 16Q: 3 clusters Score -382068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -382075.218750 Penalty: 2627.482666
	Iteration 17Q: 3 clusters Score -382075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -382087.687500 Penalty: 2627.482666
	Iteration 18Q: 3 clusters Score -382087.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -382099.687500 Penalty: 2627.482666
	Iteration 19Q: 3 clusters Score -382099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -382113.437500 Penalty: 2627.482666
	Iteration 20F: 3 clusters Score -382113.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -382133.781250 Penalty: 2627.482666
	Iteration 21Q: 3 clusters Score -382133.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -382155.500000 Penalty: 2627.482666
	Iteration 22Q: 3 clusters Score -382155.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -382170.687500 Penalty: 2627.482666
	Iteration 23Q: 3 clusters Score -382170.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -382186.281250 Penalty: 2627.482666
	Iteration 24Q: 3 clusters Score -382186.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -382195.750000 Penalty: 2627.482666
	Iteration 25Q: 3 clusters Score -382195.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -382206.781250 Penalty: 2627.482666
	Iteration 26Q: 3 clusters Score -382206.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -382217.093750 Penalty: 2627.482666
	Iteration 27Q: 3 clusters Score -382217.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -382232.218750 Penalty: 2627.482666
	Iteration 28Q: 3 clusters Score -382232.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -382248.625000 Penalty: 2627.482666
	Iteration 29Q: 3 clusters Score -382248.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -382265.281250 Penalty: 2627.482666
	Iteration 30Q: 3 clusters Score -382265.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -382282.593750 Penalty: 2627.482666
	Iteration 31Q: 3 clusters Score -382282.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -382300.687500 Penalty: 2627.482666
	Iteration 32Q: 3 clusters Score -382300.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -382319.312500 Penalty: 2627.482666
	Iteration 33Q: 3 clusters Score -382319.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -382340.937500 Penalty: 2627.482666
	Iteration 34Q: 3 clusters Score -382340.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -382361.750000 Penalty: 2627.482666
	Iteration 35Q: 3 clusters Score -382361.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -382381.718750 Penalty: 2627.482666
	Iteration 36Q: 3 clusters Score -382381.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -382395.562500 Penalty: 2627.482666
	Iteration 37Q: 3 clusters Score -382395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -382408.437500 Penalty: 2627.482666
	Iteration 38Q: 3 clusters Score -382408.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -382421.062500 Penalty: 2627.482666
	Iteration 39Q: 3 clusters Score -382421.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -382428.375000 Penalty: 2627.482666
	Iteration 40F: 3 clusters Score -382428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -382433.750000 Penalty: 2627.482666
	Iteration 41Q: 3 clusters Score -382433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -382443.093750 Penalty: 2627.482666
	Iteration 42Q: 3 clusters Score -382443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -382452.437500 Penalty: 2627.482666
	Iteration 43Q: 3 clusters Score -382452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -382458.937500 Penalty: 2627.482666
	Iteration 44Q: 3 clusters Score -382458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -382466.000000 Penalty: 2627.482666
	Iteration 45Q: 3 clusters Score -382466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -382471.093750 Penalty: 2627.482666
	Iteration 46Q: 3 clusters Score -382471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -382471.968750 Penalty: 2627.482666
	Iteration 47Q: 3 clusters Score -382472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -382473.500000 Penalty: 2627.482666
	Iteration 48Q: 3 clusters Score -382473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -382478.468750 Penalty: 2627.482666
	Iteration 49Q: 3 clusters Score -382478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -382479.625000 Penalty: 2627.482666
	Iteration 50Q: 3 clusters Score -382479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -382482.531250 Penalty: 2627.482666
	Iteration 51Q: 3 clusters Score -382482.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -382484.125000 Penalty: 2627.482666
	Iteration 52Q: 3 clusters Score -382484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -382486.062500 Penalty: 2627.482666
	Iteration 53Q: 3 clusters Score -382486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -382487.906250 Penalty: 2627.482666
	Iteration 54Q: 3 clusters Score -382487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -382490.093750 Penalty: 2627.482666
	Iteration 55Q: 3 clusters Score -382490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -382491.250000 Penalty: 2627.482666
	Iteration 56Q: 3 clusters Score -382491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -382492.187500 Penalty: 2627.482666
	Iteration 57Q: 3 clusters Score -382492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -382491.906250 Penalty: 2627.482666
	Iteration 58Q: 3 clusters Score -382491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -382492.968750 Penalty: 2627.482666
	Iteration 59Q: 3 clusters Score -382493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -382495.093750 Penalty: 2627.482666
	Iteration 60F: 3 clusters Score -382495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -382497.125000 Penalty: 2627.482666
	Iteration 61Q: 3 clusters Score -382497.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -382503.875000 Penalty: 2627.482666
	Iteration 62Q: 3 clusters Score -382503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -382508.562500 Penalty: 2627.482666
	Iteration 63Q: 3 clusters Score -382508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -382513.156250 Penalty: 2627.482666
	Iteration 64Q: 3 clusters Score -382513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -382515.375000 Penalty: 2627.482666
	Iteration 65Q: 3 clusters Score -382515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -382518.093750 Penalty: 2627.482666
	Iteration 66Q: 3 clusters Score -382518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -382520.718750 Penalty: 2627.482666
	Iteration 67Q: 3 clusters Score -382520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -382521.281250 Penalty: 2627.482666
	Iteration 68Q: 3 clusters Score -382521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -382522.718750 Penalty: 2627.482666
	Iteration 69Q: 3 clusters Score -382522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -382523.437500 Penalty: 2627.482666
	Iteration 70Q: 3 clusters Score -382523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -382523.437500 Penalty: 2627.482666
	Iteration 71F: 3 clusters Score -382523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -206819.718750 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -206819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204849.671875 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -204849.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -205268.812500 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -205268.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205367.843750 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -205367.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205427.140625 Penalty: 2445.131348
	Iteration 3Q: 3 clusters Score -205427.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205458.265625 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -205458.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -205477.453125 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -205477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -205497.859375 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -205497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -205511.171875 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -205511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -205522.953125 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -205523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -205526.781250 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -205526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -205530.828125 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -205530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -205534.187500 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -205534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -205538.000000 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -205538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205540.031250 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -205540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -205542.953125 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -205543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -205545.781250 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -205545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -205549.078125 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -205549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -205550.406250 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -205550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -205552.031250 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -205552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -205553.546875 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -205553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -205554.375000 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -205554.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -1153298.125000 Penalty: 1484.590210
	Iteration 0F: 2 clusters Score -1153298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1146514.250000 Penalty: 2969.180420
	Iteration 0F: 3 clusters Score -1146514 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1148750.500000 Penalty: 2969.180420
	Iteration 1F: 3 clusters Score -1148750 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1149000.625000 Penalty: 2969.180420
	Iteration 2F: 3 clusters Score -1149001 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1149168.125000 Penalty: 2969.180420
	Iteration 3Q: 3 clusters Score -1149168 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1149291.625000 Penalty: 2969.180420
	Iteration 4Q: 3 clusters Score -1149292 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1149399.000000 Penalty: 2969.180420
	Iteration 5Q: 3 clusters Score -1149399 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1149491.250000 Penalty: 2969.180420
	Iteration 6Q: 3 clusters Score -1149491 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1149587.000000 Penalty: 2969.180420
	Iteration 7Q: 3 clusters Score -1149587 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1149686.875000 Penalty: 2969.180420
	Iteration 8Q: 3 clusters Score -1149687 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1149793.125000 Penalty: 2969.180420
	Iteration 9Q: 3 clusters Score -1149793 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1149920.500000 Penalty: 2969.180420
	Iteration 10Q: 3 clusters Score -1149920 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1150067.000000 Penalty: 2969.180420
	Iteration 11Q: 3 clusters Score -1150067 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1150220.000000 Penalty: 2969.180420
	Iteration 12Q: 3 clusters Score -1150220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1150386.750000 Penalty: 2969.180420
	Iteration 13Q: 3 clusters Score -1150387 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1150577.875000 Penalty: 2969.180420
	Iteration 14Q: 3 clusters Score -1150578 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1150800.250000 Penalty: 2969.180420
	Iteration 15Q: 3 clusters Score -1150800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1150982.500000 Penalty: 2969.180420
	Iteration 16Q: 3 clusters Score -1150982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1151119.625000 Penalty: 2969.180420
	Iteration 17Q: 3 clusters Score -1151120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1151220.750000 Penalty: 2969.180420
	Iteration 18Q: 3 clusters Score -1151221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1151289.000000 Penalty: 2969.180420
	Iteration 19Q: 3 clusters Score -1151289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1151347.500000 Penalty: 2969.180420
	Iteration 20F: 3 clusters Score -1151348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1151384.750000 Penalty: 2969.180420
	Iteration 21Q: 3 clusters Score -1151385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1151416.625000 Penalty: 2969.180420
	Iteration 22Q: 3 clusters Score -1151417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1151452.625000 Penalty: 2969.180420
	Iteration 23Q: 3 clusters Score -1151453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1151492.500000 Penalty: 2969.180420
	Iteration 24Q: 3 clusters Score -1151492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1151532.625000 Penalty: 2969.180420
	Iteration 25Q: 3 clusters Score -1151533 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1151572.750000 Penalty: 2969.180420
	Iteration 26Q: 3 clusters Score -1151573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1151601.125000 Penalty: 2969.180420
	Iteration 27Q: 3 clusters Score -1151601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1151638.250000 Penalty: 2969.180420
	Iteration 28Q: 3 clusters Score -1151638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1151668.375000 Penalty: 2969.180420
	Iteration 29Q: 3 clusters Score -1151668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1151688.875000 Penalty: 2969.180420
	Iteration 30Q: 3 clusters Score -1151689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1151699.625000 Penalty: 2969.180420
	Iteration 31Q: 3 clusters Score -1151700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1151705.625000 Penalty: 2969.180420
	Iteration 32Q: 3 clusters Score -1151706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1151711.625000 Penalty: 2969.180420
	Iteration 33Q: 3 clusters Score -1151712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1151716.375000 Penalty: 2969.180420
	Iteration 34Q: 3 clusters Score -1151716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1151718.750000 Penalty: 2969.180420
	Iteration 35Q: 3 clusters Score -1151719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1151728.000000 Penalty: 2969.180420
	Iteration 36Q: 3 clusters Score -1151728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1151731.875000 Penalty: 2969.180420
	Iteration 37Q: 3 clusters Score -1151732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1151732.500000 Penalty: 2969.180420
	Iteration 38Q: 3 clusters Score -1151732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1151736.500000 Penalty: 2969.180420
	Iteration 39Q: 3 clusters Score -1151736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1151743.000000 Penalty: 2969.180420
	Iteration 40F: 3 clusters Score -1151743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1151745.750000 Penalty: 2969.180420
	Iteration 41Q: 3 clusters Score -1151746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1151748.125000 Penalty: 2969.180420
	Iteration 42Q: 3 clusters Score -1151748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1151754.250000 Penalty: 2969.180420
	Iteration 43Q: 3 clusters Score -1151754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1151758.250000 Penalty: 2969.180420
	Iteration 44Q: 3 clusters Score -1151758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1151759.375000 Penalty: 2969.180420
	Iteration 45Q: 3 clusters Score -1151759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1151769.250000 Penalty: 2969.180420
	Iteration 46Q: 3 clusters Score -1151769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1151777.500000 Penalty: 2969.180420
	Iteration 47Q: 3 clusters Score -1151778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1151787.125000 Penalty: 2969.180420
	Iteration 48Q: 3 clusters Score -1151787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1151794.375000 Penalty: 2969.180420
	Iteration 49Q: 3 clusters Score -1151794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1151800.250000 Penalty: 2969.180420
	Iteration 50Q: 3 clusters Score -1151800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1151810.500000 Penalty: 2969.180420
	Iteration 51Q: 3 clusters Score -1151810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1151813.750000 Penalty: 2969.180420
	Iteration 52Q: 3 clusters Score -1151814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1151816.750000 Penalty: 2969.180420
	Iteration 53Q: 3 clusters Score -1151817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1151820.375000 Penalty: 2969.180420
	Iteration 54Q: 3 clusters Score -1151820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1151824.000000 Penalty: 2969.180420
	Iteration 55Q: 3 clusters Score -1151824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1151830.625000 Penalty: 2969.180420
	Iteration 56Q: 3 clusters Score -1151831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1151837.250000 Penalty: 2969.180420
	Iteration 57Q: 3 clusters Score -1151837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1151841.625000 Penalty: 2969.180420
	Iteration 58Q: 3 clusters Score -1151842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1151846.625000 Penalty: 2969.180420
	Iteration 59Q: 3 clusters Score -1151847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1151852.250000 Penalty: 2969.180420
	Iteration 60F: 3 clusters Score -1151852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1151866.250000 Penalty: 2969.180420
	Iteration 61Q: 3 clusters Score -1151866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1151872.875000 Penalty: 2969.180420
	Iteration 62Q: 3 clusters Score -1151873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1151882.625000 Penalty: 2969.180420
	Iteration 63Q: 3 clusters Score -1151883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1151889.375000 Penalty: 2969.180420
	Iteration 64Q: 3 clusters Score -1151889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1151899.375000 Penalty: 2969.180420
	Iteration 65Q: 3 clusters Score -1151899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1151911.625000 Penalty: 2969.180420
	Iteration 66Q: 3 clusters Score -1151912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1151919.875000 Penalty: 2969.180420
	Iteration 67Q: 3 clusters Score -1151920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1151932.000000 Penalty: 2969.180420
	Iteration 68Q: 3 clusters Score -1151932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1151938.625000 Penalty: 2969.180420
	Iteration 69Q: 3 clusters Score -1151939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1151950.250000 Penalty: 2969.180420
	Iteration 70Q: 3 clusters Score -1151950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1151966.000000 Penalty: 2969.180420
	Iteration 71Q: 3 clusters Score -1151966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1151970.375000 Penalty: 2969.180420
	Iteration 72Q: 3 clusters Score -1151970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1151973.125000 Penalty: 2969.180420
	Iteration 73Q: 3 clusters Score -1151973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1151977.250000 Penalty: 2969.180420
	Iteration 74Q: 3 clusters Score -1151977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1151980.875000 Penalty: 2969.180420
	Iteration 75Q: 3 clusters Score -1151981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1151980.750000 Penalty: 2969.180420
	Iteration 76Q: 3 clusters Score -1151981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1151983.750000 Penalty: 2969.180420
	Iteration 77Q: 3 clusters Score -1151984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1151984.875000 Penalty: 2969.180420
	Iteration 78Q: 3 clusters Score -1151985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1151985.125000 Penalty: 2969.180420
	Iteration 79Q: 3 clusters Score -1151985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1151986.125000 Penalty: 2969.180420
	Iteration 80F: 3 clusters Score -1151986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 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 186 members 
Entering Unmasked Estep 
Score: -35923.296875 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35923.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36064.933594 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36064.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36115.894531 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -36115.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36147.375000 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36147.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36151.699219 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36152.207031 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36152.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36152.207031 Penalty: 1920.126953
	Iteration 6F: 3 clusters Score -36152.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -1118131.500000 Penalty: 1480.871948
	Iteration 0F: 2 clusters Score -1118132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1111575.500000 Penalty: 2961.743896
	Iteration 0F: 3 clusters Score -1111576 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1113701.875000 Penalty: 2961.743896
	Iteration 1F: 3 clusters Score -1113702 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1113973.000000 Penalty: 2961.743896
	Iteration 2F: 3 clusters Score -1113973 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1114170.750000 Penalty: 2961.743896
	Iteration 3F: 3 clusters Score -1114171 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1114342.125000 Penalty: 2961.743896
	Iteration 4Q: 3 clusters Score -1114342 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1114531.625000 Penalty: 2961.743896
	Iteration 5Q: 3 clusters Score -1114532 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1114755.000000 Penalty: 2961.743896
	Iteration 6Q: 3 clusters Score -1114755 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1115016.875000 Penalty: 2961.743896
	Iteration 7Q: 3 clusters Score -1115017 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1115343.125000 Penalty: 2961.743896
	Iteration 8F: 3 clusters Score -1115343 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1115707.500000 Penalty: 2961.743896
	Iteration 9Q: 3 clusters Score -1115708 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1116009.750000 Penalty: 2961.743896
	Iteration 10Q: 3 clusters Score -1116010 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1116288.750000 Penalty: 2961.743896
	Iteration 11Q: 3 clusters Score -1116289 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1116480.000000 Penalty: 2961.743896
	Iteration 12Q: 3 clusters Score -1116480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1116599.875000 Penalty: 2961.743896
	Iteration 13Q: 3 clusters Score -1116600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1116685.875000 Penalty: 2961.743896
	Iteration 14Q: 3 clusters Score -1116686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1116733.500000 Penalty: 2961.743896
	Iteration 15Q: 3 clusters Score -1116734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1116766.625000 Penalty: 2961.743896
	Iteration 16Q: 3 clusters Score -1116767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1116788.500000 Penalty: 2961.743896
	Iteration 17Q: 3 clusters Score -1116788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1116797.750000 Penalty: 2961.743896
	Iteration 18Q: 3 clusters Score -1116798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1116803.500000 Penalty: 2961.743896
	Iteration 19Q: 3 clusters Score -1116804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1116811.625000 Penalty: 2961.743896
	Iteration 20F: 3 clusters Score -1116812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1116817.875000 Penalty: 2961.743896
	Iteration 21Q: 3 clusters Score -1116818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1116817.875000 Penalty: 2961.743896
	Iteration 22F: 3 clusters Score -1116818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -771940.687500 Penalty: 1420.564575
	Iteration 0F: 2 clusters Score -771940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -767188.625000 Penalty: 2841.129150
	Iteration 0F: 3 clusters Score -767188.6 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -768629.312500 Penalty: 2841.129150
	Iteration 1F: 3 clusters Score -768629.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -768879.062500 Penalty: 2841.129150
	Iteration 2F: 3 clusters Score -768879.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -769070.562500 Penalty: 2841.129150
	Iteration 3F: 3 clusters Score -769070.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -769225.125000 Penalty: 2841.129150
	Iteration 4Q: 3 clusters Score -769225.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -769352.375000 Penalty: 2841.129150
	Iteration 5Q: 3 clusters Score -769352.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -769478.062500 Penalty: 2841.129150
	Iteration 6Q: 3 clusters Score -769478.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -769608.875000 Penalty: 2841.129150
	Iteration 7Q: 3 clusters Score -769608.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -769743.500000 Penalty: 2841.129150
	Iteration 8Q: 3 clusters Score -769743.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -769876.875000 Penalty: 2841.129150
	Iteration 9Q: 3 clusters Score -769876.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -769989.000000 Penalty: 2841.129150
	Iteration 10Q: 3 clusters Score -769989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -770089.312500 Penalty: 2841.129150
	Iteration 11Q: 3 clusters Score -770089.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -770172.625000 Penalty: 2841.129150
	Iteration 12Q: 3 clusters Score -770172.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -770232.687500 Penalty: 2841.129150
	Iteration 13Q: 3 clusters Score -770232.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -770280.562500 Penalty: 2841.129150
	Iteration 14Q: 3 clusters Score -770280.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -770304.562500 Penalty: 2841.129150
	Iteration 15Q: 3 clusters Score -770304.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -770320.687500 Penalty: 2841.129150
	Iteration 16Q: 3 clusters Score -770320.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -770337.375000 Penalty: 2841.129150
	Iteration 17Q: 3 clusters Score -770337.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -770352.875000 Penalty: 2841.129150
	Iteration 18Q: 3 clusters Score -770352.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -770367.062500 Penalty: 2841.129150
	Iteration 19Q: 3 clusters Score -770367.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -770382.375000 Penalty: 2841.129150
	Iteration 20F: 3 clusters Score -770382.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -770401.125000 Penalty: 2841.129150
	Iteration 21Q: 3 clusters Score -770401.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -770410.187500 Penalty: 2841.129150
	Iteration 22Q: 3 clusters Score -770410.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -770421.062500 Penalty: 2841.129150
	Iteration 23Q: 3 clusters Score -770421.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -770436.000000 Penalty: 2841.129150
	Iteration 24Q: 3 clusters Score -770436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -770453.687500 Penalty: 2841.129150
	Iteration 25Q: 3 clusters Score -770453.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -770463.625000 Penalty: 2841.129150
	Iteration 26Q: 3 clusters Score -770463.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -770473.312500 Penalty: 2841.129150
	Iteration 27Q: 3 clusters Score -770473.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -770487.250000 Penalty: 2841.129150
	Iteration 28Q: 3 clusters Score -770487.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -770495.000000 Penalty: 2841.129150
	Iteration 29Q: 3 clusters Score -770495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -770502.562500 Penalty: 2841.129150
	Iteration 30Q: 3 clusters Score -770502.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -770511.312500 Penalty: 2841.129150
	Iteration 31Q: 3 clusters Score -770511.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -770521.437500 Penalty: 2841.129150
	Iteration 32Q: 3 clusters Score -770521.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -770535.062500 Penalty: 2841.129150
	Iteration 33Q: 3 clusters Score -770535.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -770550.625000 Penalty: 2841.129150
	Iteration 34Q: 3 clusters Score -770550.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -770562.250000 Penalty: 2841.129150
	Iteration 35Q: 3 clusters Score -770562.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -770578.250000 Penalty: 2841.129150
	Iteration 36Q: 3 clusters Score -770578.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -770590.625000 Penalty: 2841.129150
	Iteration 37Q: 3 clusters Score -770590.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -770605.187500 Penalty: 2841.129150
	Iteration 38Q: 3 clusters Score -770605.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -770622.812500 Penalty: 2841.129150
	Iteration 39Q: 3 clusters Score -770622.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -770643.875000 Penalty: 2841.129150
	Iteration 40F: 3 clusters Score -770643.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -770668.187500 Penalty: 2841.129150
	Iteration 41Q: 3 clusters Score -770668.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -770694.125000 Penalty: 2841.129150
	Iteration 42Q: 3 clusters Score -770694.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -770721.125000 Penalty: 2841.129150
	Iteration 43Q: 3 clusters Score -770721.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -770737.000000 Penalty: 2841.129150
	Iteration 44Q: 3 clusters Score -770737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -770749.250000 Penalty: 2841.129150
	Iteration 45Q: 3 clusters Score -770749.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -770758.875000 Penalty: 2841.129150
	Iteration 46Q: 3 clusters Score -770758.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -770767.500000 Penalty: 2841.129150
	Iteration 47Q: 3 clusters Score -770767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -770777.125000 Penalty: 2841.129150
	Iteration 48Q: 3 clusters Score -770777.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -770787.437500 Penalty: 2841.129150
	Iteration 49Q: 3 clusters Score -770787.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -770798.062500 Penalty: 2841.129150
	Iteration 50Q: 3 clusters Score -770798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -770805.187500 Penalty: 2841.129150
	Iteration 51Q: 3 clusters Score -770805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -770809.187500 Penalty: 2841.129150
	Iteration 52Q: 3 clusters Score -770809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -770813.812500 Penalty: 2841.129150
	Iteration 53Q: 3 clusters Score -770813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -770817.687500 Penalty: 2841.129150
	Iteration 54Q: 3 clusters Score -770817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -770821.937500 Penalty: 2841.129150
	Iteration 55Q: 3 clusters Score -770821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -770828.562500 Penalty: 2841.129150
	Iteration 56Q: 3 clusters Score -770828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -770832.812500 Penalty: 2841.129150
	Iteration 57Q: 3 clusters Score -770832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -770833.187500 Penalty: 2841.129150
	Iteration 58Q: 3 clusters Score -770833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -770834.625000 Penalty: 2841.129150
	Iteration 59Q: 3 clusters Score -770834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -770836.625000 Penalty: 2841.129150
	Iteration 60F: 3 clusters Score -770836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -770838.125000 Penalty: 2841.129150
	Iteration 61Q: 3 clusters Score -770838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -770840.812500 Penalty: 2841.129150
	Iteration 62Q: 3 clusters Score -770840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -770842.125000 Penalty: 2841.129150
	Iteration 63Q: 3 clusters Score -770842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -770846.500000 Penalty: 2841.129150
	Iteration 64Q: 3 clusters Score -770846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -770849.812500 Penalty: 2841.129150
	Iteration 65Q: 3 clusters Score -770849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770853.875000 Penalty: 2841.129150
	Iteration 66Q: 3 clusters Score -770853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -770855.437500 Penalty: 2841.129150
	Iteration 67Q: 3 clusters Score -770855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -770860.125000 Penalty: 2841.129150
	Iteration 68Q: 3 clusters Score -770860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -770864.625000 Penalty: 2841.129150
	Iteration 69Q: 3 clusters Score -770864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -770868.187500 Penalty: 2841.129150
	Iteration 70Q: 3 clusters Score -770868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -770873.187500 Penalty: 2841.129150
	Iteration 71Q: 3 clusters Score -770873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -770878.750000 Penalty: 2841.129150
	Iteration 72Q: 3 clusters Score -770878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -770887.625000 Penalty: 2841.129150
	Iteration 73Q: 3 clusters Score -770887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -770890.500000 Penalty: 2841.129150
	Iteration 74Q: 3 clusters Score -770890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -770892.875000 Penalty: 2841.129150
	Iteration 75Q: 3 clusters Score -770892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -770894.562500 Penalty: 2841.129150
	Iteration 76Q: 3 clusters Score -770894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -770895.062500 Penalty: 2841.129150
	Iteration 77Q: 3 clusters Score -770895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -770895.500000 Penalty: 2841.129150
	Iteration 78Q: 3 clusters Score -770895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -770895.500000 Penalty: 2841.129150
	Iteration 79F: 3 clusters Score -770895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -156485.218750 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -156485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154790.593750 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -154790.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155114.171875 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -155114.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -155213.578125 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -155213.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155270.093750 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -155270.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -155321.375000 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -155321.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -155351.750000 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -155351.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -155371.171875 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -155371.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155390.953125 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -155391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -155406.203125 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -155406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155417.468750 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -155417.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155431.109375 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -155431.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155447.437500 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -155447.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -155464.484375 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -155464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -155481.437500 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -155481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155487.859375 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -155487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -155489.718750 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -155489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155492.062500 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -155492.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155494.390625 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -155494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155496.109375 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -155496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155497.390625 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -155497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -155498.671875 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -155498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -155499.671875 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -155499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -155499.859375 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -155499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -155500.109375 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -155500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -155501.281250 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -155501.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -155502.000000 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -155502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -155503.968750 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -155504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -155505.843750 Penalty: 2345.907471
	Iteration 27Q: 3 clusters Score -155505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -155506.328125 Penalty: 2345.907471
	Iteration 28Q: 3 clusters Score -155506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155507.265625 Penalty: 2345.907471
	Iteration 29Q: 3 clusters Score -155507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -155508.000000 Penalty: 2345.907471
	Iteration 30Q: 3 clusters Score -155508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155509.171875 Penalty: 2345.907471
	Iteration 31Q: 3 clusters Score -155509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155509.953125 Penalty: 2345.907471
	Iteration 32Q: 3 clusters Score -155510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155511.109375 Penalty: 2345.907471
	Iteration 33Q: 3 clusters Score -155511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155512.828125 Penalty: 2345.907471
	Iteration 34Q: 3 clusters Score -155512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155512.828125 Penalty: 2345.907471
	Iteration 35F: 3 clusters Score -155512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -1452750.625000 Penalty: 1531.766968
	Iteration 0F: 2 clusters Score -1452751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1443992.000000 Penalty: 3063.533936
	Iteration 0F: 3 clusters Score -1443992 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1446882.500000 Penalty: 3063.533936
	Iteration 1F: 3 clusters Score -1446882 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1447132.125000 Penalty: 3063.533936
	Iteration 2F: 3 clusters Score -1447132 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1447359.625000 Penalty: 3063.533936
	Iteration 3Q: 3 clusters Score -1447360 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1447623.750000 Penalty: 3063.533936
	Iteration 4Q: 3 clusters Score -1447624 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1447927.000000 Penalty: 3063.533936
	Iteration 5Q: 3 clusters Score -1447927 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1448379.625000 Penalty: 3063.533936
	Iteration 6F: 3 clusters Score -1448380 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1449002.500000 Penalty: 3063.533936
	Iteration 7F: 3 clusters Score -1449002 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1449687.125000 Penalty: 3063.533936
	Iteration 8F: 3 clusters Score -1449687 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1450298.750000 Penalty: 3063.533936
	Iteration 9F: 3 clusters Score -1450299 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1450763.250000 Penalty: 3063.533936
	Iteration 10Q: 3 clusters Score -1450763 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1451050.125000 Penalty: 3063.533936
	Iteration 11Q: 3 clusters Score -1451050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1451209.875000 Penalty: 3063.533936
	Iteration 12Q: 3 clusters Score -1451210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1451311.125000 Penalty: 3063.533936
	Iteration 13Q: 3 clusters Score -1451311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1451363.000000 Penalty: 3063.533936
	Iteration 14Q: 3 clusters Score -1451363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1451402.000000 Penalty: 3063.533936
	Iteration 15Q: 3 clusters Score -1451402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1451414.250000 Penalty: 3063.533936
	Iteration 16Q: 3 clusters Score -1451414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1451425.750000 Penalty: 3063.533936
	Iteration 17Q: 3 clusters Score -1451426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1451431.000000 Penalty: 3063.533936
	Iteration 18Q: 3 clusters Score -1451431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1451435.875000 Penalty: 3063.533936
	Iteration 19Q: 3 clusters Score -1451436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1451444.625000 Penalty: 3063.533936
	Iteration 20F: 3 clusters Score -1451445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1451453.500000 Penalty: 3063.533936
	Iteration 21Q: 3 clusters Score -1451454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1451458.000000 Penalty: 3063.533936
	Iteration 22Q: 3 clusters Score -1451458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1451461.000000 Penalty: 3063.533936
	Iteration 23Q: 3 clusters Score -1451461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1451462.750000 Penalty: 3063.533936
	Iteration 24Q: 3 clusters Score -1451463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1451462.750000 Penalty: 3063.533936
	Iteration 25F: 3 clusters Score -1451463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 147 members 
Entering Unmasked Estep 
Score: -42829.089844 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42829.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42945.871094 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42945.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42985.761719 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -42985.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42995.703125 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -42995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43000.968750 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -43000.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43000.968750 Penalty: 1861.225464
	Iteration 5F: 3 clusters Score -43000.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Entering Unmasked Estep 
Score: -2474460.750000 Penalty: 1613.218262
	Iteration 0F: 2 clusters Score -2474461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2460698.000000 Penalty: 3226.436523
	Iteration 0F: 3 clusters Score -2460698 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2465882.500000 Penalty: 3226.436523
	Iteration 1F: 3 clusters Score -2465882 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2466247.500000 Penalty: 3226.436523
	Iteration 2Q: 3 clusters Score -2466248 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2466592.750000 Penalty: 3226.436523
	Iteration 3Q: 3 clusters Score -2466593 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2466978.250000 Penalty: 3226.436523
	Iteration 4Q: 3 clusters Score -2466978 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2467343.500000 Penalty: 3226.436523
	Iteration 5Q: 3 clusters Score -2467344 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2467753.250000 Penalty: 3226.436523
	Iteration 6Q: 3 clusters Score -2467753 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2468223.000000 Penalty: 3226.436523
	Iteration 7Q: 3 clusters Score -2468223 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2468761.750000 Penalty: 3226.436523
	Iteration 8Q: 3 clusters Score -2468762 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2469357.750000 Penalty: 3226.436523
	Iteration 9Q: 3 clusters Score -2469358 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2469938.750000 Penalty: 3226.436523
	Iteration 10Q: 3 clusters Score -2469939 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2470389.000000 Penalty: 3226.436523
	Iteration 11Q: 3 clusters Score -2470389 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2470683.500000 Penalty: 3226.436523
	Iteration 12Q: 3 clusters Score -2470684 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2470863.500000 Penalty: 3226.436523
	Iteration 13Q: 3 clusters Score -2470864 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2470988.000000 Penalty: 3226.436523
	Iteration 14Q: 3 clusters Score -2470988 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2471109.750000 Penalty: 3226.436523
	Iteration 15Q: 3 clusters Score -2471110 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2471238.250000 Penalty: 3226.436523
	Iteration 16Q: 3 clusters Score -2471238 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2471362.750000 Penalty: 3226.436523
	Iteration 17Q: 3 clusters Score -2471363 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2471484.500000 Penalty: 3226.436523
	Iteration 18Q: 3 clusters Score -2471484 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2471618.750000 Penalty: 3226.436523
	Iteration 19Q: 3 clusters Score -2471619 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2471748.250000 Penalty: 3226.436523
	Iteration 20F: 3 clusters Score -2471748 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2471843.500000 Penalty: 3226.436523
	Iteration 21Q: 3 clusters Score -2471844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2471950.250000 Penalty: 3226.436523
	Iteration 22Q: 3 clusters Score -2471950 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2472042.000000 Penalty: 3226.436523
	Iteration 23Q: 3 clusters Score -2472042 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2472108.000000 Penalty: 3226.436523
	Iteration 24Q: 3 clusters Score -2472108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2472161.750000 Penalty: 3226.436523
	Iteration 25Q: 3 clusters Score -2472162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2472195.500000 Penalty: 3226.436523
	Iteration 26Q: 3 clusters Score -2472196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2472231.000000 Penalty: 3226.436523
	Iteration 27Q: 3 clusters Score -2472231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2472256.250000 Penalty: 3226.436523
	Iteration 28Q: 3 clusters Score -2472256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2472286.000000 Penalty: 3226.436523
	Iteration 29Q: 3 clusters Score -2472286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2472314.250000 Penalty: 3226.436523
	Iteration 30Q: 3 clusters Score -2472314 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2472342.750000 Penalty: 3226.436523
	Iteration 31Q: 3 clusters Score -2472343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2472368.500000 Penalty: 3226.436523
	Iteration 32Q: 3 clusters Score -2472368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2472410.000000 Penalty: 3226.436523
	Iteration 33Q: 3 clusters Score -2472410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2472449.500000 Penalty: 3226.436523
	Iteration 34Q: 3 clusters Score -2472450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2472510.250000 Penalty: 3226.436523
	Iteration 35Q: 3 clusters Score -2472510 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2472582.000000 Penalty: 3226.436523
	Iteration 36Q: 3 clusters Score -2472582 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2472658.250000 Penalty: 3226.436523
	Iteration 37Q: 3 clusters Score -2472658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2472732.750000 Penalty: 3226.436523
	Iteration 38Q: 3 clusters Score -2472733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2472827.500000 Penalty: 3226.436523
	Iteration 39Q: 3 clusters Score -2472828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2472945.000000 Penalty: 3226.436523
	Iteration 40F: 3 clusters Score -2472945 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2473125.000000 Penalty: 3226.436523
	Iteration 41Q: 3 clusters Score -2473125 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2473326.250000 Penalty: 3226.436523
	Iteration 42Q: 3 clusters Score -2473326 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2473526.000000 Penalty: 3226.436523
	Iteration 43Q: 3 clusters Score -2473526 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2473734.750000 Penalty: 3226.436523
	Iteration 44Q: 3 clusters Score -2473735 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2473926.000000 Penalty: 3226.436523
	Iteration 45Q: 3 clusters Score -2473926 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2474110.500000 Penalty: 3226.436523
	Iteration 46Q: 3 clusters Score -2474110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2474236.000000 Penalty: 3226.436523
	Iteration 47Q: 3 clusters Score -2474236 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2474309.250000 Penalty: 3226.436523
	Iteration 48Q: 3 clusters Score -2474309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2474352.000000 Penalty: 3226.436523
	Iteration 49Q: 3 clusters Score -2474352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2474377.500000 Penalty: 3226.436523
	Iteration 50Q: 3 clusters Score -2474378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2474391.750000 Penalty: 3226.436523
	Iteration 51Q: 3 clusters Score -2474392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2474393.250000 Penalty: 3226.436523
	Iteration 52Q: 3 clusters Score -2474393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2474404.750000 Penalty: 3226.436523
	Iteration 53Q: 3 clusters Score -2474405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2474412.000000 Penalty: 3226.436523
	Iteration 54Q: 3 clusters Score -2474412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2474420.500000 Penalty: 3226.436523
	Iteration 55Q: 3 clusters Score -2474420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2474427.000000 Penalty: 3226.436523
	Iteration 56Q: 3 clusters Score -2474427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2474429.000000 Penalty: 3226.436523
	Iteration 57Q: 3 clusters Score -2474429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2474433.250000 Penalty: 3226.436523
	Iteration 58Q: 3 clusters Score -2474433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2474435.750000 Penalty: 3226.436523
	Iteration 59Q: 3 clusters Score -2474436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2474465.250000 Penalty: 3226.436523
	Iteration 60F: 3 clusters Score -2474465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2474477.750000 Penalty: 3226.436523
	Iteration 61Q: 3 clusters Score -2474478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2474484.250000 Penalty: 3226.436523
	Iteration 62Q: 3 clusters Score -2474484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2474485.750000 Penalty: 3226.436523
	Iteration 63Q: 3 clusters Score -2474486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2474495.000000 Penalty: 3226.436523
	Iteration 64Q: 3 clusters Score -2474495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2474500.250000 Penalty: 3226.436523
	Iteration 65Q: 3 clusters Score -2474500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2474505.750000 Penalty: 3226.436523
	Iteration 66Q: 3 clusters Score -2474506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2474508.250000 Penalty: 3226.436523
	Iteration 67Q: 3 clusters Score -2474508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2474508.000000 Penalty: 3226.436523
	Iteration 68Q: 3 clusters Score -2474508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2474510.500000 Penalty: 3226.436523
	Iteration 69Q: 3 clusters Score -2474510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2474508.750000 Penalty: 3226.436523
	Iteration 70Q: 3 clusters Score -2474509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2474510.250000 Penalty: 3226.436523
	Iteration 71Q: 3 clusters Score -2474510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2474512.500000 Penalty: 3226.436523
	Iteration 72Q: 3 clusters Score -2474512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2474512.500000 Penalty: 3226.436523
	Iteration 73F: 3 clusters Score -2474512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12375 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18063 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151915 members 
Entering Unmasked Estep 
Score: -29440448.000000 Penalty: 36308.777344
Splitting cluster 20 changes total score from -29440846.000000 to -29440448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Entering Unmasked Estep 
Score: -1065094.875000 Penalty: 1473.657471
	Iteration 0F: 2 clusters Score -1065095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1058817.875000 Penalty: 2947.314941
	Iteration 0F: 3 clusters Score -1058818 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1060759.000000 Penalty: 2947.314941
	Iteration 1F: 3 clusters Score -1060759 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1060955.000000 Penalty: 2947.314941
	Iteration 2F: 3 clusters Score -1060955 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1061091.750000 Penalty: 2947.314941
	Iteration 3Q: 3 clusters Score -1061092 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1061210.875000 Penalty: 2947.314941
	Iteration 4Q: 3 clusters Score -1061211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1061316.875000 Penalty: 2947.314941
	Iteration 5Q: 3 clusters Score -1061317 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1061418.125000 Penalty: 2947.314941
	Iteration 6Q: 3 clusters Score -1061418 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1061516.750000 Penalty: 2947.314941
	Iteration 7Q: 3 clusters Score -1061517 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1061637.875000 Penalty: 2947.314941
	Iteration 8Q: 3 clusters Score -1061638 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1061791.000000 Penalty: 2947.314941
	Iteration 9Q: 3 clusters Score -1061791 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1061995.500000 Penalty: 2947.314941
	Iteration 10Q: 3 clusters Score -1061996 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1062260.500000 Penalty: 2947.314941
	Iteration 11Q: 3 clusters Score -1062260 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1062526.875000 Penalty: 2947.314941
	Iteration 12Q: 3 clusters Score -1062527 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1062790.375000 Penalty: 2947.314941
	Iteration 13Q: 3 clusters Score -1062790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1063026.625000 Penalty: 2947.314941
	Iteration 14Q: 3 clusters Score -1063027 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1063199.125000 Penalty: 2947.314941
	Iteration 15Q: 3 clusters Score -1063199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1063334.500000 Penalty: 2947.314941
	Iteration 16Q: 3 clusters Score -1063334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1063455.125000 Penalty: 2947.314941
	Iteration 17Q: 3 clusters Score -1063455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1063554.625000 Penalty: 2947.314941
	Iteration 18Q: 3 clusters Score -1063555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1063636.000000 Penalty: 2947.314941
	Iteration 19Q: 3 clusters Score -1063636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1063680.375000 Penalty: 2947.314941
	Iteration 20F: 3 clusters Score -1063680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1063710.750000 Penalty: 2947.314941
	Iteration 21Q: 3 clusters Score -1063711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1063735.250000 Penalty: 2947.314941
	Iteration 22Q: 3 clusters Score -1063735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1063756.500000 Penalty: 2947.314941
	Iteration 23Q: 3 clusters Score -1063756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1063780.625000 Penalty: 2947.314941
	Iteration 24Q: 3 clusters Score -1063781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1063790.500000 Penalty: 2947.314941
	Iteration 25Q: 3 clusters Score -1063790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1063799.875000 Penalty: 2947.314941
	Iteration 26Q: 3 clusters Score -1063800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1063805.625000 Penalty: 2947.314941
	Iteration 27Q: 3 clusters Score -1063806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1063809.375000 Penalty: 2947.314941
	Iteration 28Q: 3 clusters Score -1063809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1063811.375000 Penalty: 2947.314941
	Iteration 29Q: 3 clusters Score -1063811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1063811.375000 Penalty: 2947.314941
	Iteration 30Q: 3 clusters Score -1063811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1063811.375000 Penalty: 2947.314941
	Iteration 31F: 3 clusters Score -1063811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (151915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Entering Unmasked Estep 
Score: -18423800.000000 Penalty: 1938.799805
	Iteration 0F: 2 clusters Score -1.84238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -18329602.000000 Penalty: 3877.599609
	Iteration 0F: 3 clusters Score -1.83296e+07 nChanged 73469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -18372302.000000 Penalty: 3877.599609
	Iteration 1F: 3 clusters Score -1.83723e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -18373348.000000 Penalty: 3877.599609
	Iteration 2Q: 3 clusters Score -1.837335e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -18374712.000000 Penalty: 3877.599609
	Iteration 3Q: 3 clusters Score -1.837471e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -18376654.000000 Penalty: 3877.599609
	Iteration 4Q: 3 clusters Score -1.837665e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -18379394.000000 Penalty: 3877.599609
	Iteration 5Q: 3 clusters Score -1.837939e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -18382982.000000 Penalty: 3877.599609
	Iteration 6F: 3 clusters Score -1.838298e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -18387938.000000 Penalty: 3877.599609
	Iteration 7F: 3 clusters Score -1.838794e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -18393188.000000 Penalty: 3877.599609
	Iteration 8F: 3 clusters Score -1.839319e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -18397658.000000 Penalty: 3877.599609
	Iteration 9F: 3 clusters Score -1.839766e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -18400334.000000 Penalty: 3877.599609
	Iteration 10F: 3 clusters Score -1.840033e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -18401632.000000 Penalty: 3877.599609
	Iteration 11Q: 3 clusters Score -1.840163e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -18402276.000000 Penalty: 3877.599609
	Iteration 12Q: 3 clusters Score -1.840228e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -18402838.000000 Penalty: 3877.599609
	Iteration 13Q: 3 clusters Score -1.840284e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -18403906.000000 Penalty: 3877.599609
	Iteration 14Q: 3 clusters Score -1.840391e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -18405798.000000 Penalty: 3877.599609
	Iteration 15Q: 3 clusters Score -1.84058e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -18408980.000000 Penalty: 3877.599609
	Iteration 16Q: 3 clusters Score -1.840898e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -18413300.000000 Penalty: 3877.599609
	Iteration 17Q: 3 clusters Score -1.84133e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -18416964.000000 Penalty: 3877.599609
	Iteration 18Q: 3 clusters Score -1.841696e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 141173 members 
Entering Unmasked Estep 
Score: -18418794.000000 Penalty: 3877.599609
	Iteration 19Q: 3 clusters Score -1.841879e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -18419534.000000 Penalty: 3877.599609
	Iteration 20F: 3 clusters Score -1.841953e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 142312 members 
Entering Unmasked Estep 
Score: -18419810.000000 Penalty: 3877.599609
	Iteration 21Q: 3 clusters Score -1.841981e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -18420000.000000 Penalty: 3877.599609
	Iteration 22Q: 3 clusters Score -1.842e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 143201 members 
Entering Unmasked Estep 
Score: -18420170.000000 Penalty: 3877.599609
	Iteration 23Q: 3 clusters Score -1.842017e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -18420330.000000 Penalty: 3877.599609
	Iteration 24Q: 3 clusters Score -1.842033e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -18420440.000000 Penalty: 3877.599609
	Iteration 25Q: 3 clusters Score -1.842044e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -18420502.000000 Penalty: 3877.599609
	Iteration 26Q: 3 clusters Score -1.84205e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 144347 members 
Entering Unmasked Estep 
Score: -18420594.000000 Penalty: 3877.599609
	Iteration 27Q: 3 clusters Score -1.842059e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -18420628.000000 Penalty: 3877.599609
	Iteration 28Q: 3 clusters Score -1.842063e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 144752 members 
Entering Unmasked Estep 
Score: -18420706.000000 Penalty: 3877.599609
	Iteration 29Q: 3 clusters Score -1.842071e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -18420792.000000 Penalty: 3877.599609
	Iteration 30Q: 3 clusters Score -1.842079e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -18420822.000000 Penalty: 3877.599609
	Iteration 31Q: 3 clusters Score -1.842082e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 145231 members 
Entering Unmasked Estep 
Score: -18420892.000000 Penalty: 3877.599609
	Iteration 32Q: 3 clusters Score -1.842089e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -18420968.000000 Penalty: 3877.599609
	Iteration 33Q: 3 clusters Score -1.842097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -18420974.000000 Penalty: 3877.599609
	Iteration 34Q: 3 clusters Score -1.842097e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 145577 members 
Entering Unmasked Estep 
Score: -18420982.000000 Penalty: 3877.599609
	Iteration 35Q: 3 clusters Score -1.842098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 145641 members 
Entering Unmasked Estep 
Score: -18421002.000000 Penalty: 3877.599609
	Iteration 36Q: 3 clusters Score -1.8421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -18421020.000000 Penalty: 3877.599609
	Iteration 37Q: 3 clusters Score -1.842102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 145759 members 
Entering Unmasked Estep 
Score: -18421042.000000 Penalty: 3877.599609
	Iteration 38Q: 3 clusters Score -1.842104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -18421048.000000 Penalty: 3877.599609
	Iteration 39Q: 3 clusters Score -1.842105e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -18421058.000000 Penalty: 3877.599609
	Iteration 40F: 3 clusters Score -1.842106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -18421074.000000 Penalty: 3877.599609
	Iteration 41Q: 3 clusters Score -1.842107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 145932 members 
Entering Unmasked Estep 
Score: -18421088.000000 Penalty: 3877.599609
	Iteration 42Q: 3 clusters Score -1.842109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 145970 members 
Entering Unmasked Estep 
Score: -18421120.000000 Penalty: 3877.599609
	Iteration 43Q: 3 clusters Score -1.842112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -18421128.000000 Penalty: 3877.599609
	Iteration 44Q: 3 clusters Score -1.842113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 146020 members 
Entering Unmasked Estep 
Score: -18421146.000000 Penalty: 3877.599609
	Iteration 45Q: 3 clusters Score -1.842115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -18421154.000000 Penalty: 3877.599609
	Iteration 46Q: 3 clusters Score -1.842115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -18421150.000000 Penalty: 3877.599609
	Iteration 47Q: 3 clusters Score -1.842115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 146092 members 
Entering Unmasked Estep 
Score: -18421146.000000 Penalty: 3877.599609
	Iteration 48Q: 3 clusters Score -1.842115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
Score: -18421146.000000 Penalty: 3877.599609
	Iteration 49Q: 3 clusters Score -1.842115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -18421144.000000 Penalty: 3877.599609
	Iteration 50Q: 3 clusters Score -1.842114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -18421154.000000 Penalty: 3877.599609
	Iteration 51Q: 3 clusters Score -1.842115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 146196 members 
Entering Unmasked Estep 
Score: -18421160.000000 Penalty: 3877.599609
	Iteration 52Q: 3 clusters Score -1.842116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -18421190.000000 Penalty: 3877.599609
	Iteration 53Q: 3 clusters Score -1.842119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -18421186.000000 Penalty: 3877.599609
	Iteration 54Q: 3 clusters Score -1.842119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 146254 members 
Entering Unmasked Estep 
Score: -18421166.000000 Penalty: 3877.599609
	Iteration 55Q: 3 clusters Score -1.842117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -18421204.000000 Penalty: 3877.599609
	Iteration 56Q: 3 clusters Score -1.84212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 146318 members 
Entering Unmasked Estep 
Score: -18421196.000000 Penalty: 3877.599609
	Iteration 57Q: 3 clusters Score -1.84212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -18421226.000000 Penalty: 3877.599609
	Iteration 58Q: 3 clusters Score -1.842123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 146405 members 
Entering Unmasked Estep 
Score: -18421222.000000 Penalty: 3877.599609
	Iteration 59Q: 3 clusters Score -1.842122e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -18421230.000000 Penalty: 3877.599609
	Iteration 60F: 3 clusters Score -1.842123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -18421236.000000 Penalty: 3877.599609
	Iteration 61Q: 3 clusters Score -1.842124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -18421232.000000 Penalty: 3877.599609
	Iteration 62Q: 3 clusters Score -1.842123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -18421236.000000 Penalty: 3877.599609
	Iteration 63Q: 3 clusters Score -1.842124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -18421258.000000 Penalty: 3877.599609
	Iteration 64Q: 3 clusters Score -1.842126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -18421260.000000 Penalty: 3877.599609
	Iteration 65Q: 3 clusters Score -1.842126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -18421256.000000 Penalty: 3877.599609
	Iteration 66Q: 3 clusters Score -1.842126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -18421258.000000 Penalty: 3877.599609
	Iteration 67Q: 3 clusters Score -1.842126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -18421288.000000 Penalty: 3877.599609
	Iteration 68Q: 3 clusters Score -1.842129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -18421292.000000 Penalty: 3877.599609
	Iteration 69Q: 3 clusters Score -1.842129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -18421302.000000 Penalty: 3877.599609
	Iteration 70Q: 3 clusters Score -1.84213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -18421294.000000 Penalty: 3877.599609
	Iteration 71Q: 3 clusters Score -1.842129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 146649 members 
Entering Unmasked Estep 
Score: -18421278.000000 Penalty: 3877.599609
	Iteration 72Q: 3 clusters Score -1.842128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 146654 members 
Entering Unmasked Estep 
Score: -18421300.000000 Penalty: 3877.599609
	Iteration 73Q: 3 clusters Score -1.84213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -18421308.000000 Penalty: 3877.599609
	Iteration 74Q: 3 clusters Score -1.842131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -18421306.000000 Penalty: 3877.599609
	Iteration 75Q: 3 clusters Score -1.842131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 146668 members 
Entering Unmasked Estep 
Score: -18421304.000000 Penalty: 3877.599609
	Iteration 76Q: 3 clusters Score -1.84213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -18421294.000000 Penalty: 3877.599609
	Iteration 77Q: 3 clusters Score -1.842129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -18421288.000000 Penalty: 3877.599609
	Iteration 78Q: 3 clusters Score -1.842129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 146681 members 
Entering Unmasked Estep 
Score: -18421274.000000 Penalty: 3877.599609
	Iteration 79Q: 3 clusters Score -1.842127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -18421264.000000 Penalty: 3877.599609
	Iteration 80F: 3 clusters Score -1.842126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 146694 members 
Entering Unmasked Estep 
Score: -18421268.000000 Penalty: 3877.599609
	Iteration 81Q: 3 clusters Score -1.842127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -18421266.000000 Penalty: 3877.599609
	Iteration 82Q: 3 clusters Score -1.842127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -18421284.000000 Penalty: 3877.599609
	Iteration 83Q: 3 clusters Score -1.842128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -18421290.000000 Penalty: 3877.599609
	Iteration 84Q: 3 clusters Score -1.842129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -18421296.000000 Penalty: 3877.599609
	Iteration 85Q: 3 clusters Score -1.84213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -18421298.000000 Penalty: 3877.599609
	Iteration 86Q: 3 clusters Score -1.84213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 146731 members 
Entering Unmasked Estep 
Score: -18421302.000000 Penalty: 3877.599609
	Iteration 87Q: 3 clusters Score -1.84213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -18421300.000000 Penalty: 3877.599609
	Iteration 88Q: 3 clusters Score -1.84213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 146735 members 
Entering Unmasked Estep 
Score: -18421300.000000 Penalty: 3877.599609
	Iteration 89Q: 3 clusters Score -1.84213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 146736 members 
Entering Unmasked Estep 
Score: -18421300.000000 Penalty: 3877.599609
	Iteration 90Q: 3 clusters Score -1.84213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 146736 members 
Entering Unmasked Estep 
Score: -18421300.000000 Penalty: 3877.599609
	Iteration 91F: 3 clusters Score -1.84213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12375 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20486 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440856.000000 Penalty: 34291.625000
Iteration 159Q: 18 clusters Score -2.944086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20497 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440866.000000 Penalty: 34291.625000
Iteration 160F: 18 clusters Score -2.944087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12368 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20506 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440878.000000 Penalty: 34291.625000
Iteration 161Q: 18 clusters Score -2.944088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12368 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20510 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440888.000000 Penalty: 34291.625000
Iteration 162Q: 18 clusters Score -2.944089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12369 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9281 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440876.000000 Penalty: 34291.625000
Iteration 163Q: 18 clusters Score -2.944088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20521 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440886.000000 Penalty: 34291.625000
Iteration 164Q: 18 clusters Score -2.944089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9279 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20523 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440898.000000 Penalty: 34291.625000
Iteration 165Q: 18 clusters Score -2.94409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9278 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20525 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440888.000000 Penalty: 34291.625000
Iteration 166Q: 18 clusters Score -2.944089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20527 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440890.000000 Penalty: 34291.625000
Iteration 167Q: 18 clusters Score -2.944089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20529 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440880.000000 Penalty: 34291.625000
Iteration 168Q: 18 clusters Score -2.944088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12362 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20534 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440880.000000 Penalty: 34291.625000
Iteration 169Q: 18 clusters Score -2.944088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20534 members 
Mstep: Class 23 contains 8679 members 
Mstep: Class 24 contains 151886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440886.000000 Penalty: 34291.625000
Iteration 170Q: 18 clusters Score -2.944089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20539 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440886.000000 Penalty: 34291.625000
Iteration 171Q: 18 clusters Score -2.944089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20542 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440884.000000 Penalty: 34291.625000
Iteration 172Q: 18 clusters Score -2.944088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20544 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440880.000000 Penalty: 34291.625000
Iteration 173Q: 18 clusters Score -2.944088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20547 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440886.000000 Penalty: 34291.625000
Iteration 174Q: 18 clusters Score -2.944089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20548 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440884.000000 Penalty: 34291.625000
Iteration 175Q: 18 clusters Score -2.944088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20549 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440884.000000 Penalty: 34291.625000
Iteration 176Q: 18 clusters Score -2.944088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20553 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440890.000000 Penalty: 34291.625000
Iteration 177Q: 18 clusters Score -2.944089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20554 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440894.000000 Penalty: 34291.625000
Iteration 178Q: 18 clusters Score -2.944089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20556 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440874.000000 Penalty: 34291.625000
Iteration 179Q: 18 clusters Score -2.944087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20559 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440906.000000 Penalty: 34291.625000
Iteration 180F: 18 clusters Score -2.944091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20562 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440906.000000 Penalty: 34291.625000
Iteration 181Q: 18 clusters Score -2.944091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20564 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440896.000000 Penalty: 34291.625000
Iteration 182Q: 18 clusters Score -2.94409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20568 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440880.000000 Penalty: 34291.625000
Iteration 183Q: 18 clusters Score -2.944088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20570 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440884.000000 Penalty: 34291.625000
Iteration 184Q: 18 clusters Score -2.944088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12360 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20572 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440878.000000 Penalty: 34291.625000
Iteration 185Q: 18 clusters Score -2.944088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20573 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440894.000000 Penalty: 34291.625000
Iteration 186Q: 18 clusters Score -2.944089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12358 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20576 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440892.000000 Penalty: 34291.625000
Iteration 187Q: 18 clusters Score -2.944089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20580 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440876.000000 Penalty: 34291.625000
Iteration 188Q: 18 clusters Score -2.944088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20583 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440894.000000 Penalty: 34291.625000
Iteration 189Q: 18 clusters Score -2.944089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20585 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440896.000000 Penalty: 34291.625000
Iteration 190Q: 18 clusters Score -2.94409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12349 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20591 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440896.000000 Penalty: 34291.625000
Iteration 191Q: 18 clusters Score -2.94409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12347 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20594 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440906.000000 Penalty: 34291.625000
Iteration 192Q: 18 clusters Score -2.944091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12347 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440910.000000 Penalty: 34291.625000
Iteration 193Q: 18 clusters Score -2.944091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20598 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440902.000000 Penalty: 34291.625000
Iteration 194Q: 18 clusters Score -2.94409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20598 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440900.000000 Penalty: 34291.625000
Iteration 195Q: 18 clusters Score -2.94409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20598 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29440900.000000 Penalty: 34291.625000
Iteration 196F: 18 clusters Score -2.94409e+07 nChanged 0
Entering ConstructFrom: 
Score: -29440900.000000 Penalty: 34291.625000
Entering ConstructFrom: 
Trying to split cluster 1 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -211823.234375 Penalty: 1216.027222
	Iteration 0F: 2 clusters Score -211823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209874.171875 Penalty: 2432.054443
	Iteration 0F: 3 clusters Score -209874.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210291.609375 Penalty: 2432.054443
	Iteration 1F: 3 clusters Score -210291.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210382.453125 Penalty: 2432.054443
	Iteration 2F: 3 clusters Score -210382.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210437.937500 Penalty: 2432.054443
	Iteration 3Q: 3 clusters Score -210437.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -210475.343750 Penalty: 2432.054443
	Iteration 4Q: 3 clusters Score -210475.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -210508.906250 Penalty: 2432.054443
	Iteration 5Q: 3 clusters Score -210508.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210546.140625 Penalty: 2432.054443
	Iteration 6Q: 3 clusters Score -210546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210574.015625 Penalty: 2432.054443
	Iteration 7Q: 3 clusters Score -210574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210598.656250 Penalty: 2432.054443
	Iteration 8Q: 3 clusters Score -210598.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -210622.125000 Penalty: 2432.054443
	Iteration 9Q: 3 clusters Score -210622.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210638.250000 Penalty: 2432.054443
	Iteration 10Q: 3 clusters Score -210638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -210648.296875 Penalty: 2432.054443
	Iteration 11Q: 3 clusters Score -210648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -210661.250000 Penalty: 2432.054443
	Iteration 12Q: 3 clusters Score -210661.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210676.796875 Penalty: 2432.054443
	Iteration 13Q: 3 clusters Score -210676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -210693.593750 Penalty: 2432.054443
	Iteration 14Q: 3 clusters Score -210693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -210704.187500 Penalty: 2432.054443
	Iteration 15Q: 3 clusters Score -210704.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -210713.937500 Penalty: 2432.054443
	Iteration 16Q: 3 clusters Score -210713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -210721.718750 Penalty: 2432.054443
	Iteration 17Q: 3 clusters Score -210721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -210728.343750 Penalty: 2432.054443
	Iteration 18Q: 3 clusters Score -210728.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -210736.171875 Penalty: 2432.054443
	Iteration 19Q: 3 clusters Score -210736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210737.015625 Penalty: 2432.054443
	Iteration 20F: 3 clusters Score -210737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -210737.953125 Penalty: 2432.054443
	Iteration 21Q: 3 clusters Score -210738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -210737.953125 Penalty: 2432.054443
	Iteration 22F: 3 clusters Score -210738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16522.017578 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16522.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16538.615234 Penalty: 1536.401123
	Iteration 1Q: 3 clusters Score -16538.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16538.615234 Penalty: 1536.401123
	Iteration 2F: 3 clusters Score -16538.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Entering Unmasked Estep 
Score: -1521578.000000 Penalty: 1530.926636
	Iteration 0F: 2 clusters Score -1521578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1512900.750000 Penalty: 3061.853271
	Iteration 0F: 3 clusters Score -1512901 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1515826.875000 Penalty: 3061.853271
	Iteration 1F: 3 clusters Score -1515827 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1516091.250000 Penalty: 3061.853271
	Iteration 2F: 3 clusters Score -1516091 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1516304.375000 Penalty: 3061.853271
	Iteration 3Q: 3 clusters Score -1516304 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1516451.875000 Penalty: 3061.853271
	Iteration 4Q: 3 clusters Score -1516452 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1516568.625000 Penalty: 3061.853271
	Iteration 5Q: 3 clusters Score -1516569 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1516665.000000 Penalty: 3061.853271
	Iteration 6Q: 3 clusters Score -1516665 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1516749.375000 Penalty: 3061.853271
	Iteration 7Q: 3 clusters Score -1516749 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1516834.875000 Penalty: 3061.853271
	Iteration 8Q: 3 clusters Score -1516835 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1516919.125000 Penalty: 3061.853271
	Iteration 9Q: 3 clusters Score -1516919 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1516998.000000 Penalty: 3061.853271
	Iteration 10Q: 3 clusters Score -1516998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1517070.125000 Penalty: 3061.853271
	Iteration 11Q: 3 clusters Score -1517070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1517145.000000 Penalty: 3061.853271
	Iteration 12Q: 3 clusters Score -1517145 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1517223.000000 Penalty: 3061.853271
	Iteration 13Q: 3 clusters Score -1517223 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1517301.875000 Penalty: 3061.853271
	Iteration 14Q: 3 clusters Score -1517302 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1517396.000000 Penalty: 3061.853271
	Iteration 15Q: 3 clusters Score -1517396 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1517512.750000 Penalty: 3061.853271
	Iteration 16Q: 3 clusters Score -1517513 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1517635.000000 Penalty: 3061.853271
	Iteration 17Q: 3 clusters Score -1517635 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1517822.500000 Penalty: 3061.853271
	Iteration 18Q: 3 clusters Score -1517822 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1518058.500000 Penalty: 3061.853271
	Iteration 19Q: 3 clusters Score -1518058 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1518336.625000 Penalty: 3061.853271
	Iteration 20F: 3 clusters Score -1518337 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1518598.000000 Penalty: 3061.853271
	Iteration 21Q: 3 clusters Score -1518598 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1518852.750000 Penalty: 3061.853271
	Iteration 22Q: 3 clusters Score -1518853 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1519060.125000 Penalty: 3061.853271
	Iteration 23Q: 3 clusters Score -1519060 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1519254.125000 Penalty: 3061.853271
	Iteration 24Q: 3 clusters Score -1519254 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1519420.875000 Penalty: 3061.853271
	Iteration 25Q: 3 clusters Score -1519421 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1519578.000000 Penalty: 3061.853271
	Iteration 26Q: 3 clusters Score -1519578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1519724.625000 Penalty: 3061.853271
	Iteration 27Q: 3 clusters Score -1519725 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1519848.500000 Penalty: 3061.853271
	Iteration 28Q: 3 clusters Score -1519848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1519950.250000 Penalty: 3061.853271
	Iteration 29Q: 3 clusters Score -1519950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1520023.875000 Penalty: 3061.853271
	Iteration 30Q: 3 clusters Score -1520024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1520082.750000 Penalty: 3061.853271
	Iteration 31Q: 3 clusters Score -1520083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1520123.625000 Penalty: 3061.853271
	Iteration 32Q: 3 clusters Score -1520124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1520149.250000 Penalty: 3061.853271
	Iteration 33Q: 3 clusters Score -1520149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1520174.625000 Penalty: 3061.853271
	Iteration 34Q: 3 clusters Score -1520175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1520190.375000 Penalty: 3061.853271
	Iteration 35Q: 3 clusters Score -1520190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1520206.625000 Penalty: 3061.853271
	Iteration 36Q: 3 clusters Score -1520207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1520220.375000 Penalty: 3061.853271
	Iteration 37Q: 3 clusters Score -1520220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1520241.000000 Penalty: 3061.853271
	Iteration 38Q: 3 clusters Score -1520241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1520263.500000 Penalty: 3061.853271
	Iteration 39Q: 3 clusters Score -1520264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1520285.000000 Penalty: 3061.853271
	Iteration 40F: 3 clusters Score -1520285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1520306.750000 Penalty: 3061.853271
	Iteration 41Q: 3 clusters Score -1520307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1520308.375000 Penalty: 3061.853271
	Iteration 42Q: 3 clusters Score -1520308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1520315.000000 Penalty: 3061.853271
	Iteration 43Q: 3 clusters Score -1520315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1520318.375000 Penalty: 3061.853271
	Iteration 44Q: 3 clusters Score -1520318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1520318.250000 Penalty: 3061.853271
	Iteration 45Q: 3 clusters Score -1520318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1520318.625000 Penalty: 3061.853271
	Iteration 46Q: 3 clusters Score -1520319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1520320.125000 Penalty: 3061.853271
	Iteration 47Q: 3 clusters Score -1520320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1520318.750000 Penalty: 3061.853271
	Iteration 48Q: 3 clusters Score -1520319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1520318.750000 Penalty: 3061.853271
	Iteration 49F: 3 clusters Score -1520319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -262112.671875 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -262112.7 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 1081 members 
Entering Unmasked Estep 
Score: -259919.437500 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -259919.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -260389.109375 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -260389.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260491.968750 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -260492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -260562.203125 Penalty: 2500.677734
	Iteration 3Q: 3 clusters Score -260562.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260615.968750 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -260616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -260677.359375 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -260677.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -260721.812500 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -260721.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -260762.109375 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -260762.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -260788.109375 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -260788.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -260814.734375 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -260814.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260858.406250 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -260858.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -260920.640625 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -260920.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260969.578125 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -260969.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261016.062500 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -261016.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -261054.140625 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -261054.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -261095.046875 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -261095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -261131.093750 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -261131.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -261166.343750 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -261166.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -261187.937500 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -261187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261210.953125 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -261211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -261230.031250 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -261230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -261245.296875 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -261245.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -261260.046875 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -261260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -261269.000000 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -261269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -261277.953125 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -261278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261284.687500 Penalty: 2500.677734
	Iteration 25Q: 3 clusters Score -261284.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -261290.843750 Penalty: 2500.677734
	Iteration 26Q: 3 clusters Score -261290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -261296.437500 Penalty: 2500.677734
	Iteration 27Q: 3 clusters Score -261296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -261299.437500 Penalty: 2500.677734
	Iteration 28Q: 3 clusters Score -261299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261302.062500 Penalty: 2500.677734
	Iteration 29Q: 3 clusters Score -261302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261304.046875 Penalty: 2500.677734
	Iteration 30Q: 3 clusters Score -261304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -261307.093750 Penalty: 2500.677734
	Iteration 31Q: 3 clusters Score -261307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261308.468750 Penalty: 2500.677734
	Iteration 32Q: 3 clusters Score -261308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261308.468750 Penalty: 2500.677734
	Iteration 33F: 3 clusters Score -261308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -533255.187500 Penalty: 1361.002441
	Iteration 0F: 2 clusters Score -533255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -529700.500000 Penalty: 2722.004883
	Iteration 0F: 3 clusters Score -529700.5 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -530664.812500 Penalty: 2722.004883
	Iteration 1F: 3 clusters Score -530664.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -530828.500000 Penalty: 2722.004883
	Iteration 2F: 3 clusters Score -530828.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -530960.875000 Penalty: 2722.004883
	Iteration 3F: 3 clusters Score -530960.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -531072.000000 Penalty: 2722.004883
	Iteration 4Q: 3 clusters Score -531072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -531165.625000 Penalty: 2722.004883
	Iteration 5Q: 3 clusters Score -531165.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -531246.187500 Penalty: 2722.004883
	Iteration 6Q: 3 clusters Score -531246.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -531332.250000 Penalty: 2722.004883
	Iteration 7Q: 3 clusters Score -531332.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -531411.750000 Penalty: 2722.004883
	Iteration 8Q: 3 clusters Score -531411.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -531486.687500 Penalty: 2722.004883
	Iteration 9Q: 3 clusters Score -531486.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -531560.375000 Penalty: 2722.004883
	Iteration 10Q: 3 clusters Score -531560.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -531634.250000 Penalty: 2722.004883
	Iteration 11Q: 3 clusters Score -531634.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -531712.125000 Penalty: 2722.004883
	Iteration 12Q: 3 clusters Score -531712.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -531782.500000 Penalty: 2722.004883
	Iteration 13Q: 3 clusters Score -531782.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -531834.250000 Penalty: 2722.004883
	Iteration 14Q: 3 clusters Score -531834.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -531877.750000 Penalty: 2722.004883
	Iteration 15Q: 3 clusters Score -531877.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -531920.500000 Penalty: 2722.004883
	Iteration 16Q: 3 clusters Score -531920.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -531957.312500 Penalty: 2722.004883
	Iteration 17Q: 3 clusters Score -531957.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -531980.562500 Penalty: 2722.004883
	Iteration 18Q: 3 clusters Score -531980.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -532000.875000 Penalty: 2722.004883
	Iteration 19Q: 3 clusters Score -532000.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -532011.375000 Penalty: 2722.004883
	Iteration 20F: 3 clusters Score -532011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -532014.937500 Penalty: 2722.004883
	Iteration 21Q: 3 clusters Score -532014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -532023.000000 Penalty: 2722.004883
	Iteration 22Q: 3 clusters Score -532023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -532027.937500 Penalty: 2722.004883
	Iteration 23Q: 3 clusters Score -532027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -532029.687500 Penalty: 2722.004883
	Iteration 24Q: 3 clusters Score -532029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -532031.812500 Penalty: 2722.004883
	Iteration 25Q: 3 clusters Score -532031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -532032.250000 Penalty: 2722.004883
	Iteration 26Q: 3 clusters Score -532032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -532033.125000 Penalty: 2722.004883
	Iteration 27Q: 3 clusters Score -532033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -532033.250000 Penalty: 2722.004883
	Iteration 28Q: 3 clusters Score -532033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -532033.250000 Penalty: 2722.004883
	Iteration 29F: 3 clusters Score -532033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -383728.906250 Penalty: 1313.741333
	Iteration 0F: 2 clusters Score -383728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -380818.437500 Penalty: 2627.482666
	Iteration 0F: 3 clusters Score -380818.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -381540.500000 Penalty: 2627.482666
	Iteration 1F: 3 clusters Score -381540.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381668.718750 Penalty: 2627.482666
	Iteration 2F: 3 clusters Score -381668.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -381752.718750 Penalty: 2627.482666
	Iteration 3F: 3 clusters Score -381752.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -381802.343750 Penalty: 2627.482666
	Iteration 4Q: 3 clusters Score -381802.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -381827.281250 Penalty: 2627.482666
	Iteration 5Q: 3 clusters Score -381827.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -381851.625000 Penalty: 2627.482666
	Iteration 6Q: 3 clusters Score -381851.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381876.843750 Penalty: 2627.482666
	Iteration 7Q: 3 clusters Score -381876.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381902.875000 Penalty: 2627.482666
	Iteration 8Q: 3 clusters Score -381902.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -381924.500000 Penalty: 2627.482666
	Iteration 9Q: 3 clusters Score -381924.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -381940.156250 Penalty: 2627.482666
	Iteration 10Q: 3 clusters Score -381940.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -381958.937500 Penalty: 2627.482666
	Iteration 11Q: 3 clusters Score -381958.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381974.687500 Penalty: 2627.482666
	Iteration 12Q: 3 clusters Score -381974.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381986.687500 Penalty: 2627.482666
	Iteration 13Q: 3 clusters Score -381986.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -381997.718750 Penalty: 2627.482666
	Iteration 14Q: 3 clusters Score -381997.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -382009.843750 Penalty: 2627.482666
	Iteration 15Q: 3 clusters Score -382009.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -382027.906250 Penalty: 2627.482666
	Iteration 16Q: 3 clusters Score -382027.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -382044.406250 Penalty: 2627.482666
	Iteration 17Q: 3 clusters Score -382044.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -382055.156250 Penalty: 2627.482666
	Iteration 18Q: 3 clusters Score -382055.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -382065.812500 Penalty: 2627.482666
	Iteration 19Q: 3 clusters Score -382065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382073.875000 Penalty: 2627.482666
	Iteration 20F: 3 clusters Score -382073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -382080.156250 Penalty: 2627.482666
	Iteration 21Q: 3 clusters Score -382080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -382085.062500 Penalty: 2627.482666
	Iteration 22Q: 3 clusters Score -382085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382088.531250 Penalty: 2627.482666
	Iteration 23Q: 3 clusters Score -382088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382093.343750 Penalty: 2627.482666
	Iteration 24Q: 3 clusters Score -382093.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -382098.500000 Penalty: 2627.482666
	Iteration 25Q: 3 clusters Score -382098.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -382102.843750 Penalty: 2627.482666
	Iteration 26Q: 3 clusters Score -382102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -382106.125000 Penalty: 2627.482666
	Iteration 27Q: 3 clusters Score -382106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -382112.406250 Penalty: 2627.482666
	Iteration 28Q: 3 clusters Score -382112.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -382119.562500 Penalty: 2627.482666
	Iteration 29Q: 3 clusters Score -382119.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -382125.281250 Penalty: 2627.482666
	Iteration 30Q: 3 clusters Score -382125.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -382128.562500 Penalty: 2627.482666
	Iteration 31Q: 3 clusters Score -382128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -382132.812500 Penalty: 2627.482666
	Iteration 32Q: 3 clusters Score -382132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -382135.656250 Penalty: 2627.482666
	Iteration 33Q: 3 clusters Score -382135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -382139.375000 Penalty: 2627.482666
	Iteration 34Q: 3 clusters Score -382139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -382143.375000 Penalty: 2627.482666
	Iteration 35Q: 3 clusters Score -382143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -382147.375000 Penalty: 2627.482666
	Iteration 36Q: 3 clusters Score -382147.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -382151.125000 Penalty: 2627.482666
	Iteration 37Q: 3 clusters Score -382151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -382154.781250 Penalty: 2627.482666
	Iteration 38Q: 3 clusters Score -382154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -382157.156250 Penalty: 2627.482666
	Iteration 39Q: 3 clusters Score -382157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -382157.656250 Penalty: 2627.482666
	Iteration 40F: 3 clusters Score -382157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -382157.375000 Penalty: 2627.482666
	Iteration 41Q: 3 clusters Score -382157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -382158.750000 Penalty: 2627.482666
	Iteration 42Q: 3 clusters Score -382158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -382160.000000 Penalty: 2627.482666
	Iteration 43Q: 3 clusters Score -382160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382161.500000 Penalty: 2627.482666
	Iteration 44Q: 3 clusters Score -382161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382163.281250 Penalty: 2627.482666
	Iteration 45Q: 3 clusters Score -382163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -382164.312500 Penalty: 2627.482666
	Iteration 46Q: 3 clusters Score -382164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382165.156250 Penalty: 2627.482666
	Iteration 47Q: 3 clusters Score -382165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382165.375000 Penalty: 2627.482666
	Iteration 48Q: 3 clusters Score -382165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -382166.031250 Penalty: 2627.482666
	Iteration 49Q: 3 clusters Score -382166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382167.687500 Penalty: 2627.482666
	Iteration 50Q: 3 clusters Score -382167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382168.875000 Penalty: 2627.482666
	Iteration 51Q: 3 clusters Score -382168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382168.843750 Penalty: 2627.482666
	Iteration 52Q: 3 clusters Score -382168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -382171.718750 Penalty: 2627.482666
	Iteration 53Q: 3 clusters Score -382171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -382172.937500 Penalty: 2627.482666
	Iteration 54Q: 3 clusters Score -382172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -382172.812500 Penalty: 2627.482666
	Iteration 55Q: 3 clusters Score -382172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -382172.718750 Penalty: 2627.482666
	Iteration 56Q: 3 clusters Score -382172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -382174.406250 Penalty: 2627.482666
	Iteration 57Q: 3 clusters Score -382174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -382174.812500 Penalty: 2627.482666
	Iteration 58Q: 3 clusters Score -382174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -382175.031250 Penalty: 2627.482666
	Iteration 59Q: 3 clusters Score -382175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -382175.031250 Penalty: 2627.482666
	Iteration 60F: 3 clusters Score -382175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -206819.718750 Penalty: 1222.565674
	Iteration 0F: 2 clusters Score -206819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -204846.921875 Penalty: 2445.131348
	Iteration 0F: 3 clusters Score -204846.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205286.656250 Penalty: 2445.131348
	Iteration 1F: 3 clusters Score -205286.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205413.234375 Penalty: 2445.131348
	Iteration 2F: 3 clusters Score -205413.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205478.703125 Penalty: 2445.131348
	Iteration 3F: 3 clusters Score -205478.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -205519.468750 Penalty: 2445.131348
	Iteration 4Q: 3 clusters Score -205519.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205545.546875 Penalty: 2445.131348
	Iteration 5Q: 3 clusters Score -205545.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -205568.234375 Penalty: 2445.131348
	Iteration 6Q: 3 clusters Score -205568.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -205593.578125 Penalty: 2445.131348
	Iteration 7Q: 3 clusters Score -205593.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -205613.640625 Penalty: 2445.131348
	Iteration 8Q: 3 clusters Score -205613.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205636.718750 Penalty: 2445.131348
	Iteration 9Q: 3 clusters Score -205636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -205650.796875 Penalty: 2445.131348
	Iteration 10Q: 3 clusters Score -205650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205662.406250 Penalty: 2445.131348
	Iteration 11Q: 3 clusters Score -205662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -205672.484375 Penalty: 2445.131348
	Iteration 12Q: 3 clusters Score -205672.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -205682.203125 Penalty: 2445.131348
	Iteration 13Q: 3 clusters Score -205682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -205690.812500 Penalty: 2445.131348
	Iteration 14Q: 3 clusters Score -205690.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -205700.593750 Penalty: 2445.131348
	Iteration 15Q: 3 clusters Score -205700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -205708.046875 Penalty: 2445.131348
	Iteration 16Q: 3 clusters Score -205708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -205714.250000 Penalty: 2445.131348
	Iteration 17Q: 3 clusters Score -205714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -205717.625000 Penalty: 2445.131348
	Iteration 18Q: 3 clusters Score -205717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -205719.578125 Penalty: 2445.131348
	Iteration 19Q: 3 clusters Score -205719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -205726.015625 Penalty: 2445.131348
	Iteration 20F: 3 clusters Score -205726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -205742.875000 Penalty: 2445.131348
	Iteration 21Q: 3 clusters Score -205742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -205748.703125 Penalty: 2445.131348
	Iteration 22Q: 3 clusters Score -205748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -205752.656250 Penalty: 2445.131348
	Iteration 23Q: 3 clusters Score -205752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -205757.109375 Penalty: 2445.131348
	Iteration 24Q: 3 clusters Score -205757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -205761.468750 Penalty: 2445.131348
	Iteration 25Q: 3 clusters Score -205761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -205763.500000 Penalty: 2445.131348
	Iteration 26Q: 3 clusters Score -205763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -205764.875000 Penalty: 2445.131348
	Iteration 27Q: 3 clusters Score -205764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -205768.734375 Penalty: 2445.131348
	Iteration 28Q: 3 clusters Score -205768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -205773.953125 Penalty: 2445.131348
	Iteration 29Q: 3 clusters Score -205774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -205779.515625 Penalty: 2445.131348
	Iteration 30Q: 3 clusters Score -205779.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -205789.968750 Penalty: 2445.131348
	Iteration 31Q: 3 clusters Score -205790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -205801.250000 Penalty: 2445.131348
	Iteration 32Q: 3 clusters Score -205801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -205807.468750 Penalty: 2445.131348
	Iteration 33Q: 3 clusters Score -205807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -205811.609375 Penalty: 2445.131348
	Iteration 34Q: 3 clusters Score -205811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -205814.171875 Penalty: 2445.131348
	Iteration 35Q: 3 clusters Score -205814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -205815.359375 Penalty: 2445.131348
	Iteration 36Q: 3 clusters Score -205815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -205816.062500 Penalty: 2445.131348
	Iteration 37Q: 3 clusters Score -205816.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -205819.765625 Penalty: 2445.131348
	Iteration 38Q: 3 clusters Score -205819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -205821.171875 Penalty: 2445.131348
	Iteration 39Q: 3 clusters Score -205821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -205823.125000 Penalty: 2445.131348
	Iteration 40F: 3 clusters Score -205823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -205846.453125 Penalty: 2445.131348
	Iteration 41Q: 3 clusters Score -205846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -205857.593750 Penalty: 2445.131348
	Iteration 42Q: 3 clusters Score -205857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -205864.296875 Penalty: 2445.131348
	Iteration 43Q: 3 clusters Score -205864.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -205875.218750 Penalty: 2445.131348
	Iteration 44Q: 3 clusters Score -205875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -205884.640625 Penalty: 2445.131348
	Iteration 45Q: 3 clusters Score -205884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -205894.937500 Penalty: 2445.131348
	Iteration 46Q: 3 clusters Score -205894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205906.000000 Penalty: 2445.131348
	Iteration 47Q: 3 clusters Score -205906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -205916.171875 Penalty: 2445.131348
	Iteration 48Q: 3 clusters Score -205916.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -205925.968750 Penalty: 2445.131348
	Iteration 49Q: 3 clusters Score -205926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -205930.250000 Penalty: 2445.131348
	Iteration 50Q: 3 clusters Score -205930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -205933.656250 Penalty: 2445.131348
	Iteration 51Q: 3 clusters Score -205933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -205935.171875 Penalty: 2445.131348
	Iteration 52Q: 3 clusters Score -205935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -205936.531250 Penalty: 2445.131348
	Iteration 53Q: 3 clusters Score -205936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -205938.031250 Penalty: 2445.131348
	Iteration 54Q: 3 clusters Score -205938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -205939.734375 Penalty: 2445.131348
	Iteration 55Q: 3 clusters Score -205939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -205940.656250 Penalty: 2445.131348
	Iteration 56Q: 3 clusters Score -205940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -205945.062500 Penalty: 2445.131348
	Iteration 57Q: 3 clusters Score -205945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -205950.343750 Penalty: 2445.131348
	Iteration 58Q: 3 clusters Score -205950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -205953.187500 Penalty: 2445.131348
	Iteration 59Q: 3 clusters Score -205953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -205956.015625 Penalty: 2445.131348
	Iteration 60F: 3 clusters Score -205956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -205958.953125 Penalty: 2445.131348
	Iteration 61Q: 3 clusters Score -205959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -205960.890625 Penalty: 2445.131348
	Iteration 62Q: 3 clusters Score -205960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -205962.250000 Penalty: 2445.131348
	Iteration 63Q: 3 clusters Score -205962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -205962.781250 Penalty: 2445.131348
	Iteration 64Q: 3 clusters Score -205962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -205963.406250 Penalty: 2445.131348
	Iteration 65Q: 3 clusters Score -205963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -205964.734375 Penalty: 2445.131348
	Iteration 66Q: 3 clusters Score -205964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -205964.843750 Penalty: 2445.131348
	Iteration 67Q: 3 clusters Score -205964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -205964.843750 Penalty: 2445.131348
	Iteration 68F: 3 clusters Score -205964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Entering Unmasked Estep 
Score: -1152343.375000 Penalty: 1484.450073
	Iteration 0F: 2 clusters Score -1152343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1145584.000000 Penalty: 2968.900146
	Iteration 0F: 3 clusters Score -1145584 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1147691.000000 Penalty: 2968.900146
	Iteration 1F: 3 clusters Score -1147691 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1147906.125000 Penalty: 2968.900146
	Iteration 2F: 3 clusters Score -1147906 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1148086.125000 Penalty: 2968.900146
	Iteration 3Q: 3 clusters Score -1148086 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1148233.125000 Penalty: 2968.900146
	Iteration 4Q: 3 clusters Score -1148233 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1148353.875000 Penalty: 2968.900146
	Iteration 5Q: 3 clusters Score -1148354 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1148479.000000 Penalty: 2968.900146
	Iteration 6Q: 3 clusters Score -1148479 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1148603.375000 Penalty: 2968.900146
	Iteration 7Q: 3 clusters Score -1148603 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1148771.625000 Penalty: 2968.900146
	Iteration 8Q: 3 clusters Score -1148772 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1148958.750000 Penalty: 2968.900146
	Iteration 9Q: 3 clusters Score -1148959 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1149187.750000 Penalty: 2968.900146
	Iteration 10Q: 3 clusters Score -1149188 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1149448.375000 Penalty: 2968.900146
	Iteration 11Q: 3 clusters Score -1149448 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1149724.375000 Penalty: 2968.900146
	Iteration 12Q: 3 clusters Score -1149724 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1149926.000000 Penalty: 2968.900146
	Iteration 13Q: 3 clusters Score -1149926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1150050.625000 Penalty: 2968.900146
	Iteration 14Q: 3 clusters Score -1150051 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1150143.000000 Penalty: 2968.900146
	Iteration 15Q: 3 clusters Score -1150143 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1150191.375000 Penalty: 2968.900146
	Iteration 16Q: 3 clusters Score -1150191 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1150236.500000 Penalty: 2968.900146
	Iteration 17Q: 3 clusters Score -1150236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1150267.875000 Penalty: 2968.900146
	Iteration 18Q: 3 clusters Score -1150268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1150296.500000 Penalty: 2968.900146
	Iteration 19Q: 3 clusters Score -1150296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1150329.375000 Penalty: 2968.900146
	Iteration 20F: 3 clusters Score -1150329 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1150359.750000 Penalty: 2968.900146
	Iteration 21Q: 3 clusters Score -1150360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1150387.375000 Penalty: 2968.900146
	Iteration 22Q: 3 clusters Score -1150387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1150412.250000 Penalty: 2968.900146
	Iteration 23Q: 3 clusters Score -1150412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1150437.125000 Penalty: 2968.900146
	Iteration 24Q: 3 clusters Score -1150437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1150466.125000 Penalty: 2968.900146
	Iteration 25Q: 3 clusters Score -1150466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1150493.000000 Penalty: 2968.900146
	Iteration 26Q: 3 clusters Score -1150493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1150520.375000 Penalty: 2968.900146
	Iteration 27Q: 3 clusters Score -1150520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1150553.250000 Penalty: 2968.900146
	Iteration 28Q: 3 clusters Score -1150553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1150577.750000 Penalty: 2968.900146
	Iteration 29Q: 3 clusters Score -1150578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1150603.750000 Penalty: 2968.900146
	Iteration 30Q: 3 clusters Score -1150604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1150625.125000 Penalty: 2968.900146
	Iteration 31Q: 3 clusters Score -1150625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1150650.375000 Penalty: 2968.900146
	Iteration 32Q: 3 clusters Score -1150650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1150667.375000 Penalty: 2968.900146
	Iteration 33Q: 3 clusters Score -1150667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1150681.250000 Penalty: 2968.900146
	Iteration 34Q: 3 clusters Score -1150681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1150690.000000 Penalty: 2968.900146
	Iteration 35Q: 3 clusters Score -1150690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1150708.625000 Penalty: 2968.900146
	Iteration 36Q: 3 clusters Score -1150709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1150730.875000 Penalty: 2968.900146
	Iteration 37Q: 3 clusters Score -1150731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1150753.625000 Penalty: 2968.900146
	Iteration 38Q: 3 clusters Score -1150754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1150785.250000 Penalty: 2968.900146
	Iteration 39Q: 3 clusters Score -1150785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1150801.125000 Penalty: 2968.900146
	Iteration 40F: 3 clusters Score -1150801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1150810.125000 Penalty: 2968.900146
	Iteration 41Q: 3 clusters Score -1150810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1150823.375000 Penalty: 2968.900146
	Iteration 42Q: 3 clusters Score -1150823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1150831.125000 Penalty: 2968.900146
	Iteration 43Q: 3 clusters Score -1150831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1150841.875000 Penalty: 2968.900146
	Iteration 44Q: 3 clusters Score -1150842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1150856.875000 Penalty: 2968.900146
	Iteration 45Q: 3 clusters Score -1150857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1150864.250000 Penalty: 2968.900146
	Iteration 46Q: 3 clusters Score -1150864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1150872.625000 Penalty: 2968.900146
	Iteration 47Q: 3 clusters Score -1150873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1150884.375000 Penalty: 2968.900146
	Iteration 48Q: 3 clusters Score -1150884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1150899.500000 Penalty: 2968.900146
	Iteration 49Q: 3 clusters Score -1150900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1150913.500000 Penalty: 2968.900146
	Iteration 50Q: 3 clusters Score -1150914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1150926.750000 Penalty: 2968.900146
	Iteration 51Q: 3 clusters Score -1150927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1150938.375000 Penalty: 2968.900146
	Iteration 52Q: 3 clusters Score -1150938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1150947.750000 Penalty: 2968.900146
	Iteration 53Q: 3 clusters Score -1150948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1150959.875000 Penalty: 2968.900146
	Iteration 54Q: 3 clusters Score -1150960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1150971.500000 Penalty: 2968.900146
	Iteration 55Q: 3 clusters Score -1150972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1150984.125000 Penalty: 2968.900146
	Iteration 56Q: 3 clusters Score -1150984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1150990.000000 Penalty: 2968.900146
	Iteration 57Q: 3 clusters Score -1150990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1150996.625000 Penalty: 2968.900146
	Iteration 58Q: 3 clusters Score -1150997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1150996.875000 Penalty: 2968.900146
	Iteration 59Q: 3 clusters Score -1150997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1151006.375000 Penalty: 2968.900146
	Iteration 60F: 3 clusters Score -1151006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1151009.125000 Penalty: 2968.900146
	Iteration 61Q: 3 clusters Score -1151009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1151010.750000 Penalty: 2968.900146
	Iteration 62Q: 3 clusters Score -1151011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1151017.375000 Penalty: 2968.900146
	Iteration 63Q: 3 clusters Score -1151017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1151022.375000 Penalty: 2968.900146
	Iteration 64Q: 3 clusters Score -1151022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1151025.500000 Penalty: 2968.900146
	Iteration 65Q: 3 clusters Score -1151026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1151027.375000 Penalty: 2968.900146
	Iteration 66Q: 3 clusters Score -1151027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1151032.625000 Penalty: 2968.900146
	Iteration 67Q: 3 clusters Score -1151033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1151043.250000 Penalty: 2968.900146
	Iteration 68Q: 3 clusters Score -1151043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1151047.000000 Penalty: 2968.900146
	Iteration 69Q: 3 clusters Score -1151047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1151049.000000 Penalty: 2968.900146
	Iteration 70Q: 3 clusters Score -1151049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1151051.875000 Penalty: 2968.900146
	Iteration 71Q: 3 clusters Score -1151052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1151054.875000 Penalty: 2968.900146
	Iteration 72Q: 3 clusters Score -1151055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1151055.625000 Penalty: 2968.900146
	Iteration 73Q: 3 clusters Score -1151056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1151058.250000 Penalty: 2968.900146
	Iteration 74Q: 3 clusters Score -1151058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1151061.500000 Penalty: 2968.900146
	Iteration 75Q: 3 clusters Score -1151062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1151063.375000 Penalty: 2968.900146
	Iteration 76Q: 3 clusters Score -1151063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1151065.000000 Penalty: 2968.900146
	Iteration 77Q: 3 clusters Score -1151065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1151066.750000 Penalty: 2968.900146
	Iteration 78Q: 3 clusters Score -1151067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1151066.875000 Penalty: 2968.900146
	Iteration 79Q: 3 clusters Score -1151067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1151067.625000 Penalty: 2968.900146
	Iteration 80F: 3 clusters Score -1151068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 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 183 members 
Entering Unmasked Estep 
Score: -35820.855469 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35820.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35973.402344 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -35973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36027.027344 Penalty: 1920.126953
	Iteration 2Q: 3 clusters Score -36027.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36077.937500 Penalty: 1920.126953
	Iteration 3F: 3 clusters Score -36077.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36097.355469 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36097.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36137.578125 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36137.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36148.394531 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36148.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36160.398438 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -36160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36173.238281 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -36173.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36182.804688 Penalty: 1920.126953
	Iteration 9Q: 3 clusters Score -36182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36189.417969 Penalty: 1920.126953
	Iteration 10Q: 3 clusters Score -36189.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36190.894531 Penalty: 1920.126953
	Iteration 11Q: 3 clusters Score -36190.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36194.664062 Penalty: 1920.126953
	Iteration 12Q: 3 clusters Score -36194.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36194.664062 Penalty: 1920.126953
	Iteration 13F: 3 clusters Score -36194.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -1118253.375000 Penalty: 1480.889893
	Iteration 0F: 2 clusters Score -1118253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1111703.000000 Penalty: 2961.779785
	Iteration 0F: 3 clusters Score -1111703 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1113683.000000 Penalty: 2961.779785
	Iteration 1F: 3 clusters Score -1113683 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1113902.625000 Penalty: 2961.779785
	Iteration 2F: 3 clusters Score -1113903 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1114097.625000 Penalty: 2961.779785
	Iteration 3Q: 3 clusters Score -1114098 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1114309.875000 Penalty: 2961.779785
	Iteration 4Q: 3 clusters Score -1114310 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1114543.250000 Penalty: 2961.779785
	Iteration 5Q: 3 clusters Score -1114543 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1114792.250000 Penalty: 2961.779785
	Iteration 6Q: 3 clusters Score -1114792 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1115090.875000 Penalty: 2961.779785
	Iteration 7Q: 3 clusters Score -1115091 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1115443.375000 Penalty: 2961.779785
	Iteration 8Q: 3 clusters Score -1115443 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1115804.250000 Penalty: 2961.779785
	Iteration 9Q: 3 clusters Score -1115804 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1116153.750000 Penalty: 2961.779785
	Iteration 10Q: 3 clusters Score -1116154 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1116445.625000 Penalty: 2961.779785
	Iteration 11Q: 3 clusters Score -1116446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1116661.375000 Penalty: 2961.779785
	Iteration 12Q: 3 clusters Score -1116661 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1116804.375000 Penalty: 2961.779785
	Iteration 13Q: 3 clusters Score -1116804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1116902.625000 Penalty: 2961.779785
	Iteration 14Q: 3 clusters Score -1116903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1116977.125000 Penalty: 2961.779785
	Iteration 15Q: 3 clusters Score -1116977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1117018.250000 Penalty: 2961.779785
	Iteration 16Q: 3 clusters Score -1117018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1117057.625000 Penalty: 2961.779785
	Iteration 17Q: 3 clusters Score -1117058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1117089.750000 Penalty: 2961.779785
	Iteration 18Q: 3 clusters Score -1117090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1117115.625000 Penalty: 2961.779785
	Iteration 19Q: 3 clusters Score -1117116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1117137.750000 Penalty: 2961.779785
	Iteration 20F: 3 clusters Score -1117138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1117160.250000 Penalty: 2961.779785
	Iteration 21Q: 3 clusters Score -1117160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1117180.375000 Penalty: 2961.779785
	Iteration 22Q: 3 clusters Score -1117180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1117200.250000 Penalty: 2961.779785
	Iteration 23Q: 3 clusters Score -1117200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1117224.500000 Penalty: 2961.779785
	Iteration 24Q: 3 clusters Score -1117224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1117254.125000 Penalty: 2961.779785
	Iteration 25Q: 3 clusters Score -1117254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1117287.000000 Penalty: 2961.779785
	Iteration 26Q: 3 clusters Score -1117287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1117323.125000 Penalty: 2961.779785
	Iteration 27Q: 3 clusters Score -1117323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1117362.750000 Penalty: 2961.779785
	Iteration 28Q: 3 clusters Score -1117363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1117395.375000 Penalty: 2961.779785
	Iteration 29Q: 3 clusters Score -1117395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1117427.875000 Penalty: 2961.779785
	Iteration 30Q: 3 clusters Score -1117428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1117455.875000 Penalty: 2961.779785
	Iteration 31Q: 3 clusters Score -1117456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1117478.125000 Penalty: 2961.779785
	Iteration 32Q: 3 clusters Score -1117478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1117506.625000 Penalty: 2961.779785
	Iteration 33Q: 3 clusters Score -1117507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1117537.375000 Penalty: 2961.779785
	Iteration 34Q: 3 clusters Score -1117537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1117573.750000 Penalty: 2961.779785
	Iteration 35Q: 3 clusters Score -1117574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1117614.250000 Penalty: 2961.779785
	Iteration 36Q: 3 clusters Score -1117614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1117649.250000 Penalty: 2961.779785
	Iteration 37Q: 3 clusters Score -1117649 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1117682.375000 Penalty: 2961.779785
	Iteration 38Q: 3 clusters Score -1117682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1117718.125000 Penalty: 2961.779785
	Iteration 39Q: 3 clusters Score -1117718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1117756.000000 Penalty: 2961.779785
	Iteration 40F: 3 clusters Score -1117756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1117781.875000 Penalty: 2961.779785
	Iteration 41Q: 3 clusters Score -1117782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1117812.875000 Penalty: 2961.779785
	Iteration 42Q: 3 clusters Score -1117813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1117834.375000 Penalty: 2961.779785
	Iteration 43Q: 3 clusters Score -1117834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1117851.125000 Penalty: 2961.779785
	Iteration 44Q: 3 clusters Score -1117851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1117861.875000 Penalty: 2961.779785
	Iteration 45Q: 3 clusters Score -1117862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1117870.500000 Penalty: 2961.779785
	Iteration 46Q: 3 clusters Score -1117870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1117880.000000 Penalty: 2961.779785
	Iteration 47Q: 3 clusters Score -1117880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1117886.125000 Penalty: 2961.779785
	Iteration 48Q: 3 clusters Score -1117886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1117889.625000 Penalty: 2961.779785
	Iteration 49Q: 3 clusters Score -1117890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1117893.250000 Penalty: 2961.779785
	Iteration 50Q: 3 clusters Score -1117893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1117894.125000 Penalty: 2961.779785
	Iteration 51Q: 3 clusters Score -1117894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1117894.625000 Penalty: 2961.779785
	Iteration 52Q: 3 clusters Score -1117895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1117899.375000 Penalty: 2961.779785
	Iteration 53Q: 3 clusters Score -1117899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1117901.375000 Penalty: 2961.779785
	Iteration 54Q: 3 clusters Score -1117901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1117903.125000 Penalty: 2961.779785
	Iteration 55Q: 3 clusters Score -1117903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1117905.375000 Penalty: 2961.779785
	Iteration 56Q: 3 clusters Score -1117905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1117910.500000 Penalty: 2961.779785
	Iteration 57Q: 3 clusters Score -1117910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1117916.750000 Penalty: 2961.779785
	Iteration 58Q: 3 clusters Score -1117917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1117917.500000 Penalty: 2961.779785
	Iteration 59Q: 3 clusters Score -1117918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1117925.875000 Penalty: 2961.779785
	Iteration 60F: 3 clusters Score -1117926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1117929.375000 Penalty: 2961.779785
	Iteration 61Q: 3 clusters Score -1117929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1117931.125000 Penalty: 2961.779785
	Iteration 62Q: 3 clusters Score -1117931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1117932.000000 Penalty: 2961.779785
	Iteration 63Q: 3 clusters Score -1117932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1117933.875000 Penalty: 2961.779785
	Iteration 64Q: 3 clusters Score -1117934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1117933.750000 Penalty: 2961.779785
	Iteration 65Q: 3 clusters Score -1117934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1117933.750000 Penalty: 2961.779785
	Iteration 66Q: 3 clusters Score -1117934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1117936.375000 Penalty: 2961.779785
	Iteration 67Q: 3 clusters Score -1117936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1117935.500000 Penalty: 2961.779785
	Iteration 68Q: 3 clusters Score -1117936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1117935.750000 Penalty: 2961.779785
	Iteration 69Q: 3 clusters Score -1117936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1117937.500000 Penalty: 2961.779785
	Iteration 70Q: 3 clusters Score -1117938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1117935.000000 Penalty: 2961.779785
	Iteration 71Q: 3 clusters Score -1117935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1117935.000000 Penalty: 2961.779785
	Iteration 72F: 3 clusters Score -1117935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Entering Unmasked Estep 
Score: -771940.687500 Penalty: 1420.564575
	Iteration 0F: 2 clusters Score -771940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -767123.187500 Penalty: 2841.129150
	Iteration 0F: 3 clusters Score -767123.2 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -768486.187500 Penalty: 2841.129150
	Iteration 1F: 3 clusters Score -768486.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -768679.750000 Penalty: 2841.129150
	Iteration 2F: 3 clusters Score -768679.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -768813.937500 Penalty: 2841.129150
	Iteration 3F: 3 clusters Score -768813.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -768911.187500 Penalty: 2841.129150
	Iteration 4Q: 3 clusters Score -768911.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -768994.750000 Penalty: 2841.129150
	Iteration 5Q: 3 clusters Score -768994.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -769059.312500 Penalty: 2841.129150
	Iteration 6Q: 3 clusters Score -769059.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -769117.125000 Penalty: 2841.129150
	Iteration 7Q: 3 clusters Score -769117.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -769166.500000 Penalty: 2841.129150
	Iteration 8Q: 3 clusters Score -769166.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -769223.062500 Penalty: 2841.129150
	Iteration 9Q: 3 clusters Score -769223.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -769273.250000 Penalty: 2841.129150
	Iteration 10Q: 3 clusters Score -769273.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -769321.500000 Penalty: 2841.129150
	Iteration 11Q: 3 clusters Score -769321.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -769374.375000 Penalty: 2841.129150
	Iteration 12Q: 3 clusters Score -769374.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -769438.312500 Penalty: 2841.129150
	Iteration 13Q: 3 clusters Score -769438.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -769509.437500 Penalty: 2841.129150
	Iteration 14Q: 3 clusters Score -769509.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -769596.500000 Penalty: 2841.129150
	Iteration 15Q: 3 clusters Score -769596.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -769702.687500 Penalty: 2841.129150
	Iteration 16Q: 3 clusters Score -769702.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -769824.125000 Penalty: 2841.129150
	Iteration 17Q: 3 clusters Score -769824.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -769951.000000 Penalty: 2841.129150
	Iteration 18Q: 3 clusters Score -769951 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -770104.375000 Penalty: 2841.129150
	Iteration 19Q: 3 clusters Score -770104.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -770234.750000 Penalty: 2841.129150
	Iteration 20F: 3 clusters Score -770234.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -770340.937500 Penalty: 2841.129150
	Iteration 21Q: 3 clusters Score -770340.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -770446.250000 Penalty: 2841.129150
	Iteration 22Q: 3 clusters Score -770446.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -770526.062500 Penalty: 2841.129150
	Iteration 23Q: 3 clusters Score -770526.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -770591.187500 Penalty: 2841.129150
	Iteration 24Q: 3 clusters Score -770591.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -770631.437500 Penalty: 2841.129150
	Iteration 25Q: 3 clusters Score -770631.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -770656.875000 Penalty: 2841.129150
	Iteration 26Q: 3 clusters Score -770656.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -770676.000000 Penalty: 2841.129150
	Iteration 27Q: 3 clusters Score -770676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -770698.125000 Penalty: 2841.129150
	Iteration 28Q: 3 clusters Score -770698.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -770718.125000 Penalty: 2841.129150
	Iteration 29Q: 3 clusters Score -770718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -770735.375000 Penalty: 2841.129150
	Iteration 30Q: 3 clusters Score -770735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -770741.562500 Penalty: 2841.129150
	Iteration 31Q: 3 clusters Score -770741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -770746.937500 Penalty: 2841.129150
	Iteration 32Q: 3 clusters Score -770746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -770747.312500 Penalty: 2841.129150
	Iteration 33Q: 3 clusters Score -770747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -770748.437500 Penalty: 2841.129150
	Iteration 34Q: 3 clusters Score -770748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -770748.437500 Penalty: 2841.129150
	Iteration 35F: 3 clusters Score -770748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -156485.218750 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -156485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -154794.812500 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -154794.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155149.890625 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -155149.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155288.500000 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -155288.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155351.953125 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -155352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -155402.984375 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -155403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -155443.828125 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -155443.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -155472.984375 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -155473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -155495.718750 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -155495.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -155511.265625 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -155511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -155520.140625 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -155520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -155524.875000 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -155524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -155525.734375 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -155525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155526.062500 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -155526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155526.062500 Penalty: 2345.907471
	Iteration 13F: 3 clusters Score -155526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Entering Unmasked Estep 
Score: -1452871.000000 Penalty: 1531.779907
	Iteration 0F: 2 clusters Score -1452871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1444144.875000 Penalty: 3063.559814
	Iteration 0F: 3 clusters Score -1444145 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1447166.250000 Penalty: 3063.559814
	Iteration 1F: 3 clusters Score -1447166 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1447441.875000 Penalty: 3063.559814
	Iteration 2F: 3 clusters Score -1447442 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1447690.500000 Penalty: 3063.559814
	Iteration 3Q: 3 clusters Score -1447690 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1447910.750000 Penalty: 3063.559814
	Iteration 4Q: 3 clusters Score -1447911 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1448145.875000 Penalty: 3063.559814
	Iteration 5Q: 3 clusters Score -1448146 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1448426.250000 Penalty: 3063.559814
	Iteration 6Q: 3 clusters Score -1448426 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1448733.750000 Penalty: 3063.559814
	Iteration 7Q: 3 clusters Score -1448734 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1449119.625000 Penalty: 3063.559814
	Iteration 8Q: 3 clusters Score -1449120 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1449573.000000 Penalty: 3063.559814
	Iteration 9F: 3 clusters Score -1449573 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1450069.250000 Penalty: 3063.559814
	Iteration 10F: 3 clusters Score -1450069 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1450528.750000 Penalty: 3063.559814
	Iteration 11Q: 3 clusters Score -1450529 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1450896.375000 Penalty: 3063.559814
	Iteration 12Q: 3 clusters Score -1450896 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1451174.000000 Penalty: 3063.559814
	Iteration 13Q: 3 clusters Score -1451174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1451336.250000 Penalty: 3063.559814
	Iteration 14Q: 3 clusters Score -1451336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1451412.125000 Penalty: 3063.559814
	Iteration 15Q: 3 clusters Score -1451412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1451472.375000 Penalty: 3063.559814
	Iteration 16Q: 3 clusters Score -1451472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1451515.125000 Penalty: 3063.559814
	Iteration 17Q: 3 clusters Score -1451515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1451526.375000 Penalty: 3063.559814
	Iteration 18Q: 3 clusters Score -1451526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1451538.500000 Penalty: 3063.559814
	Iteration 19Q: 3 clusters Score -1451538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1451545.375000 Penalty: 3063.559814
	Iteration 20F: 3 clusters Score -1451545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1451546.000000 Penalty: 3063.559814
	Iteration 21Q: 3 clusters Score -1451546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1451546.750000 Penalty: 3063.559814
	Iteration 22Q: 3 clusters Score -1451547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1451546.750000 Penalty: 3063.559814
	Iteration 23F: 3 clusters Score -1451547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 154 members 
Entering Unmasked Estep 
Score: -42870.175781 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42870.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42972.957031 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42972.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42993.441406 Penalty: 1861.225464
	Iteration 2Q: 3 clusters Score -42993.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43004.343750 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -43004.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43006.128906 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -43006.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43007.933594 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -43007.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43010.359375 Penalty: 1861.225464
	Iteration 6Q: 3 clusters Score -43010.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43010.359375 Penalty: 1861.225464
	Iteration 7F: 3 clusters Score -43010.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -2487831.250000 Penalty: 1614.104248
	Iteration 0F: 2 clusters Score -2487831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2473748.500000 Penalty: 3228.208496
	Iteration 0F: 3 clusters Score -2473748 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2479030.250000 Penalty: 3228.208496
	Iteration 1F: 3 clusters Score -2479030 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2479595.750000 Penalty: 3228.208496
	Iteration 2F: 3 clusters Score -2479596 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2480327.000000 Penalty: 3228.208496
	Iteration 3F: 3 clusters Score -2480327 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2481206.750000 Penalty: 3228.208496
	Iteration 4F: 3 clusters Score -2481207 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2482034.750000 Penalty: 3228.208496
	Iteration 5F: 3 clusters Score -2482035 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2482751.500000 Penalty: 3228.208496
	Iteration 6F: 3 clusters Score -2482752 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2483451.250000 Penalty: 3228.208496
	Iteration 7F: 3 clusters Score -2483451 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2484065.250000 Penalty: 3228.208496
	Iteration 8F: 3 clusters Score -2484065 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2484560.500000 Penalty: 3228.208496
	Iteration 9Q: 3 clusters Score -2484560 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2484947.250000 Penalty: 3228.208496
	Iteration 10Q: 3 clusters Score -2484947 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2485242.750000 Penalty: 3228.208496
	Iteration 11Q: 3 clusters Score -2485243 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2485486.500000 Penalty: 3228.208496
	Iteration 12Q: 3 clusters Score -2485486 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2485652.000000 Penalty: 3228.208496
	Iteration 13Q: 3 clusters Score -2485652 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2485823.250000 Penalty: 3228.208496
	Iteration 14Q: 3 clusters Score -2485823 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2485999.750000 Penalty: 3228.208496
	Iteration 15Q: 3 clusters Score -2486000 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2486158.250000 Penalty: 3228.208496
	Iteration 16Q: 3 clusters Score -2486158 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2486315.000000 Penalty: 3228.208496
	Iteration 17Q: 3 clusters Score -2486315 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2486462.000000 Penalty: 3228.208496
	Iteration 18Q: 3 clusters Score -2486462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2486634.500000 Penalty: 3228.208496
	Iteration 19Q: 3 clusters Score -2486634 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2486764.250000 Penalty: 3228.208496
	Iteration 20F: 3 clusters Score -2486764 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2486869.750000 Penalty: 3228.208496
	Iteration 21Q: 3 clusters Score -2486870 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2486947.250000 Penalty: 3228.208496
	Iteration 22Q: 3 clusters Score -2486947 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2487028.500000 Penalty: 3228.208496
	Iteration 23Q: 3 clusters Score -2487028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2487096.500000 Penalty: 3228.208496
	Iteration 24Q: 3 clusters Score -2487096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2487153.250000 Penalty: 3228.208496
	Iteration 25Q: 3 clusters Score -2487153 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2487187.500000 Penalty: 3228.208496
	Iteration 26Q: 3 clusters Score -2487188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2487222.000000 Penalty: 3228.208496
	Iteration 27Q: 3 clusters Score -2487222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2487254.500000 Penalty: 3228.208496
	Iteration 28Q: 3 clusters Score -2487254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2487290.500000 Penalty: 3228.208496
	Iteration 29Q: 3 clusters Score -2487290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2487329.250000 Penalty: 3228.208496
	Iteration 30Q: 3 clusters Score -2487329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2487380.500000 Penalty: 3228.208496
	Iteration 31Q: 3 clusters Score -2487380 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2487441.000000 Penalty: 3228.208496
	Iteration 32Q: 3 clusters Score -2487441 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2487488.750000 Penalty: 3228.208496
	Iteration 33Q: 3 clusters Score -2487489 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2487556.000000 Penalty: 3228.208496
	Iteration 34Q: 3 clusters Score -2487556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2487632.500000 Penalty: 3228.208496
	Iteration 35Q: 3 clusters Score -2487632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2487706.750000 Penalty: 3228.208496
	Iteration 36Q: 3 clusters Score -2487707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2487758.750000 Penalty: 3228.208496
	Iteration 37Q: 3 clusters Score -2487759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2487799.000000 Penalty: 3228.208496
	Iteration 38Q: 3 clusters Score -2487799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2487818.250000 Penalty: 3228.208496
	Iteration 39Q: 3 clusters Score -2487818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2487829.750000 Penalty: 3228.208496
	Iteration 40F: 3 clusters Score -2487830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2487833.000000 Penalty: 3228.208496
	Iteration 41Q: 3 clusters Score -2487833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2487847.750000 Penalty: 3228.208496
	Iteration 42Q: 3 clusters Score -2487848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2487855.500000 Penalty: 3228.208496
	Iteration 43Q: 3 clusters Score -2487856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2487863.750000 Penalty: 3228.208496
	Iteration 44Q: 3 clusters Score -2487864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2487866.500000 Penalty: 3228.208496
	Iteration 45Q: 3 clusters Score -2487866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2487871.250000 Penalty: 3228.208496
	Iteration 46Q: 3 clusters Score -2487871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2487874.250000 Penalty: 3228.208496
	Iteration 47Q: 3 clusters Score -2487874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2487872.500000 Penalty: 3228.208496
	Iteration 48Q: 3 clusters Score -2487872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2487876.750000 Penalty: 3228.208496
	Iteration 49Q: 3 clusters Score -2487877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2487877.750000 Penalty: 3228.208496
	Iteration 50Q: 3 clusters Score -2487878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2487875.000000 Penalty: 3228.208496
	Iteration 51Q: 3 clusters Score -2487875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2487879.500000 Penalty: 3228.208496
	Iteration 52Q: 3 clusters Score -2487880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2487879.000000 Penalty: 3228.208496
	Iteration 53Q: 3 clusters Score -2487879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2487877.250000 Penalty: 3228.208496
	Iteration 54Q: 3 clusters Score -2487877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2487878.250000 Penalty: 3228.208496
	Iteration 55Q: 3 clusters Score -2487878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2487877.000000 Penalty: 3228.208496
	Iteration 56Q: 3 clusters Score -2487877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2487877.000000 Penalty: 3228.208496
	Iteration 57F: 3 clusters Score -2487877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 18151 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 151833 members 
Entering Unmasked Estep 
Score: -29440534.000000 Penalty: 36308.777344
Splitting cluster 20 changes total score from -29440900.000000 to -29440534.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -1065220.750000 Penalty: 1473.676270
	Iteration 0F: 2 clusters Score -1065221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1058871.375000 Penalty: 2947.352539
	Iteration 0F: 3 clusters Score -1058871 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1060857.125000 Penalty: 2947.352539
	Iteration 1F: 3 clusters Score -1060857 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1061120.500000 Penalty: 2947.352539
	Iteration 2F: 3 clusters Score -1061120 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1061328.875000 Penalty: 2947.352539
	Iteration 3F: 3 clusters Score -1061329 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1061534.125000 Penalty: 2947.352539
	Iteration 4Q: 3 clusters Score -1061534 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1061731.000000 Penalty: 2947.352539
	Iteration 5Q: 3 clusters Score -1061731 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1061933.875000 Penalty: 2947.352539
	Iteration 6Q: 3 clusters Score -1061934 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1062142.000000 Penalty: 2947.352539
	Iteration 7Q: 3 clusters Score -1062142 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1062383.750000 Penalty: 2947.352539
	Iteration 8Q: 3 clusters Score -1062384 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1062646.250000 Penalty: 2947.352539
	Iteration 9Q: 3 clusters Score -1062646 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1062917.875000 Penalty: 2947.352539
	Iteration 10Q: 3 clusters Score -1062918 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1063180.625000 Penalty: 2947.352539
	Iteration 11Q: 3 clusters Score -1063181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1063409.750000 Penalty: 2947.352539
	Iteration 12Q: 3 clusters Score -1063410 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1063599.250000 Penalty: 2947.352539
	Iteration 13Q: 3 clusters Score -1063599 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1063720.250000 Penalty: 2947.352539
	Iteration 14Q: 3 clusters Score -1063720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1063792.625000 Penalty: 2947.352539
	Iteration 15Q: 3 clusters Score -1063793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1063845.375000 Penalty: 2947.352539
	Iteration 16Q: 3 clusters Score -1063845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1063872.375000 Penalty: 2947.352539
	Iteration 17Q: 3 clusters Score -1063872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1063897.125000 Penalty: 2947.352539
	Iteration 18Q: 3 clusters Score -1063897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1063917.500000 Penalty: 2947.352539
	Iteration 19Q: 3 clusters Score -1063918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1063927.000000 Penalty: 2947.352539
	Iteration 20F: 3 clusters Score -1063927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1063929.000000 Penalty: 2947.352539
	Iteration 21Q: 3 clusters Score -1063929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1063929.000000 Penalty: 2947.352539
	Iteration 22F: 3 clusters Score -1063929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (151833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Entering Unmasked Estep 
Score: -18414146.000000 Penalty: 1938.712158
	Iteration 0F: 2 clusters Score -1.841415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -18320312.000000 Penalty: 3877.424316
	Iteration 0F: 3 clusters Score -1.832031e+07 nChanged 73122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -18363230.000000 Penalty: 3877.424316
	Iteration 1F: 3 clusters Score -1.836323e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -18364636.000000 Penalty: 3877.424316
	Iteration 2Q: 3 clusters Score -1.836464e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -18366402.000000 Penalty: 3877.424316
	Iteration 3Q: 3 clusters Score -1.83664e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -18369136.000000 Penalty: 3877.424316
	Iteration 4Q: 3 clusters Score -1.836914e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -18373440.000000 Penalty: 3877.424316
	Iteration 5F: 3 clusters Score -1.837344e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -18379670.000000 Penalty: 3877.424316
	Iteration 6F: 3 clusters Score -1.837967e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -18387476.000000 Penalty: 3877.424316
	Iteration 7F: 3 clusters Score -1.838748e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -18395398.000000 Penalty: 3877.424316
	Iteration 8F: 3 clusters Score -1.83954e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -18402278.000000 Penalty: 3877.424316
	Iteration 9F: 3 clusters Score -1.840228e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -18406688.000000 Penalty: 3877.424316
	Iteration 10Q: 3 clusters Score -1.840669e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -18409294.000000 Penalty: 3877.424316
	Iteration 11Q: 3 clusters Score -1.840929e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -18410640.000000 Penalty: 3877.424316
	Iteration 12Q: 3 clusters Score -1.841064e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144190 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -18411540.000000 Penalty: 3877.424316
	Iteration 13Q: 3 clusters Score -1.841154e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -18412030.000000 Penalty: 3877.424316
	Iteration 14Q: 3 clusters Score -1.841203e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -18412226.000000 Penalty: 3877.424316
	Iteration 15Q: 3 clusters Score -1.841223e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -18412378.000000 Penalty: 3877.424316
	Iteration 16Q: 3 clusters Score -1.841238e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -18412596.000000 Penalty: 3877.424316
	Iteration 17Q: 3 clusters Score -1.84126e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -18412736.000000 Penalty: 3877.424316
	Iteration 18Q: 3 clusters Score -1.841274e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147401 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -18412828.000000 Penalty: 3877.424316
	Iteration 19Q: 3 clusters Score -1.841283e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -18412836.000000 Penalty: 3877.424316
	Iteration 20F: 3 clusters Score -1.841284e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -18412884.000000 Penalty: 3877.424316
	Iteration 21Q: 3 clusters Score -1.841288e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -18412928.000000 Penalty: 3877.424316
	Iteration 22Q: 3 clusters Score -1.841293e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -18413006.000000 Penalty: 3877.424316
	Iteration 23Q: 3 clusters Score -1.841301e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -18413040.000000 Penalty: 3877.424316
	Iteration 24Q: 3 clusters Score -1.841304e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -18413112.000000 Penalty: 3877.424316
	Iteration 25Q: 3 clusters Score -1.841311e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -18413118.000000 Penalty: 3877.424316
	Iteration 26Q: 3 clusters Score -1.841312e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148323 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -18413108.000000 Penalty: 3877.424316
	Iteration 27Q: 3 clusters Score -1.841311e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -18413126.000000 Penalty: 3877.424316
	Iteration 28Q: 3 clusters Score -1.841313e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -18413160.000000 Penalty: 3877.424316
	Iteration 29Q: 3 clusters Score -1.841316e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -18413174.000000 Penalty: 3877.424316
	Iteration 30Q: 3 clusters Score -1.841317e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -18413220.000000 Penalty: 3877.424316
	Iteration 31Q: 3 clusters Score -1.841322e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -18413230.000000 Penalty: 3877.424316
	Iteration 32Q: 3 clusters Score -1.841323e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -18413238.000000 Penalty: 3877.424316
	Iteration 33Q: 3 clusters Score -1.841324e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148459 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -18413278.000000 Penalty: 3877.424316
	Iteration 34Q: 3 clusters Score -1.841328e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -18413284.000000 Penalty: 3877.424316
	Iteration 35Q: 3 clusters Score -1.841328e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18413308.000000 Penalty: 3877.424316
	Iteration 36Q: 3 clusters Score -1.841331e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148467 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -18413284.000000 Penalty: 3877.424316
	Iteration 37Q: 3 clusters Score -1.841328e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18413312.000000 Penalty: 3877.424316
	Iteration 38Q: 3 clusters Score -1.841331e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18413296.000000 Penalty: 3877.424316
	Iteration 39Q: 3 clusters Score -1.84133e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -18413318.000000 Penalty: 3877.424316
	Iteration 40F: 3 clusters Score -1.841332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -18413346.000000 Penalty: 3877.424316
	Iteration 41Q: 3 clusters Score -1.841335e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -18413354.000000 Penalty: 3877.424316
	Iteration 42Q: 3 clusters Score -1.841335e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148425 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -18413364.000000 Penalty: 3877.424316
	Iteration 43Q: 3 clusters Score -1.841336e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -18413360.000000 Penalty: 3877.424316
	Iteration 44Q: 3 clusters Score -1.841336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -18413370.000000 Penalty: 3877.424316
	Iteration 45Q: 3 clusters Score -1.841337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148384 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -18413382.000000 Penalty: 3877.424316
	Iteration 46Q: 3 clusters Score -1.841338e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -18413398.000000 Penalty: 3877.424316
	Iteration 47Q: 3 clusters Score -1.84134e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -18413412.000000 Penalty: 3877.424316
	Iteration 48Q: 3 clusters Score -1.841341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -18413442.000000 Penalty: 3877.424316
	Iteration 49Q: 3 clusters Score -1.841344e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -18413460.000000 Penalty: 3877.424316
	Iteration 50Q: 3 clusters Score -1.841346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -18413482.000000 Penalty: 3877.424316
	Iteration 51Q: 3 clusters Score -1.841348e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -18413528.000000 Penalty: 3877.424316
	Iteration 52Q: 3 clusters Score -1.841353e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -18413528.000000 Penalty: 3877.424316
	Iteration 53Q: 3 clusters Score -1.841353e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -18413546.000000 Penalty: 3877.424316
	Iteration 54Q: 3 clusters Score -1.841355e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -18413568.000000 Penalty: 3877.424316
	Iteration 55Q: 3 clusters Score -1.841357e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -18413586.000000 Penalty: 3877.424316
	Iteration 56Q: 3 clusters Score -1.841359e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148199 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -18413602.000000 Penalty: 3877.424316
	Iteration 57Q: 3 clusters Score -1.84136e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -18413610.000000 Penalty: 3877.424316
	Iteration 58Q: 3 clusters Score -1.841361e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148138 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -18413630.000000 Penalty: 3877.424316
	Iteration 59Q: 3 clusters Score -1.841363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -18413642.000000 Penalty: 3877.424316
	Iteration 60F: 3 clusters Score -1.841364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -18413652.000000 Penalty: 3877.424316
	Iteration 61Q: 3 clusters Score -1.841365e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148109 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -18413634.000000 Penalty: 3877.424316
	Iteration 62Q: 3 clusters Score -1.841363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18413678.000000 Penalty: 3877.424316
	Iteration 63Q: 3 clusters Score -1.841368e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -18413682.000000 Penalty: 3877.424316
	Iteration 64Q: 3 clusters Score -1.841368e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -18413714.000000 Penalty: 3877.424316
	Iteration 65Q: 3 clusters Score -1.841371e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -18413724.000000 Penalty: 3877.424316
	Iteration 66Q: 3 clusters Score -1.841372e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -18413726.000000 Penalty: 3877.424316
	Iteration 67Q: 3 clusters Score -1.841373e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148003 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -18413746.000000 Penalty: 3877.424316
	Iteration 68Q: 3 clusters Score -1.841375e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -18413720.000000 Penalty: 3877.424316
	Iteration 69Q: 3 clusters Score -1.841372e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -18413728.000000 Penalty: 3877.424316
	Iteration 70Q: 3 clusters Score -1.841373e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -18413772.000000 Penalty: 3877.424316
	Iteration 71Q: 3 clusters Score -1.841377e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -18413808.000000 Penalty: 3877.424316
	Iteration 72Q: 3 clusters Score -1.841381e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -18413814.000000 Penalty: 3877.424316
	Iteration 73Q: 3 clusters Score -1.841381e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -18413850.000000 Penalty: 3877.424316
	Iteration 74Q: 3 clusters Score -1.841385e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147675 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -18413874.000000 Penalty: 3877.424316
	Iteration 75Q: 3 clusters Score -1.841387e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -18413928.000000 Penalty: 3877.424316
	Iteration 76Q: 3 clusters Score -1.841393e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -18413964.000000 Penalty: 3877.424316
	Iteration 77Q: 3 clusters Score -1.841396e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -18414056.000000 Penalty: 3877.424316
	Iteration 78Q: 3 clusters Score -1.841406e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18414124.000000 Penalty: 3877.424316
	Iteration 79Q: 3 clusters Score -1.841412e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -18414198.000000 Penalty: 3877.424316
	Iteration 80F: 3 clusters Score -1.84142e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -18414234.000000 Penalty: 3877.424316
	Iteration 81Q: 3 clusters Score -1.841423e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -18414312.000000 Penalty: 3877.424316
	Iteration 82Q: 3 clusters Score -1.841431e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146935 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -18414390.000000 Penalty: 3877.424316
	Iteration 83Q: 3 clusters Score -1.841439e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -18414440.000000 Penalty: 3877.424316
	Iteration 84Q: 3 clusters Score -1.841444e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -18414528.000000 Penalty: 3877.424316
	Iteration 85Q: 3 clusters Score -1.841453e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -18414596.000000 Penalty: 3877.424316
	Iteration 86Q: 3 clusters Score -1.84146e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -18414770.000000 Penalty: 3877.424316
	Iteration 87Q: 3 clusters Score -1.841477e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -18414864.000000 Penalty: 3877.424316
	Iteration 88Q: 3 clusters Score -1.841486e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145920 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -18414948.000000 Penalty: 3877.424316
	Iteration 89Q: 3 clusters Score -1.841495e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -18415032.000000 Penalty: 3877.424316
	Iteration 90Q: 3 clusters Score -1.841503e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -18415114.000000 Penalty: 3877.424316
	Iteration 91Q: 3 clusters Score -1.841511e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -18415158.000000 Penalty: 3877.424316
	Iteration 92Q: 3 clusters Score -1.841516e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -18415236.000000 Penalty: 3877.424316
	Iteration 93Q: 3 clusters Score -1.841524e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -18415306.000000 Penalty: 3877.424316
	Iteration 94Q: 3 clusters Score -1.841531e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -18415370.000000 Penalty: 3877.424316
	Iteration 95Q: 3 clusters Score -1.841537e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -18415426.000000 Penalty: 3877.424316
	Iteration 96Q: 3 clusters Score -1.841543e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -18415466.000000 Penalty: 3877.424316
	Iteration 97Q: 3 clusters Score -1.841547e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -18415482.000000 Penalty: 3877.424316
	Iteration 98Q: 3 clusters Score -1.841548e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -18415520.000000 Penalty: 3877.424316
	Iteration 99Q: 3 clusters Score -1.841552e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -18415574.000000 Penalty: 3877.424316
	Iteration 100F: 3 clusters Score -1.841557e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144509 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -18415676.000000 Penalty: 3877.424316
	Iteration 101Q: 3 clusters Score -1.841568e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -18415686.000000 Penalty: 3877.424316
	Iteration 102Q: 3 clusters Score -1.841569e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -18415726.000000 Penalty: 3877.424316
	Iteration 103Q: 3 clusters Score -1.841573e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -18415768.000000 Penalty: 3877.424316
	Iteration 104Q: 3 clusters Score -1.841577e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -18415848.000000 Penalty: 3877.424316
	Iteration 105Q: 3 clusters Score -1.841585e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -18415852.000000 Penalty: 3877.424316
	Iteration 106Q: 3 clusters Score -1.841585e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -18415882.000000 Penalty: 3877.424316
	Iteration 107Q: 3 clusters Score -1.841588e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -18415870.000000 Penalty: 3877.424316
	Iteration 108Q: 3 clusters Score -1.841587e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -18415876.000000 Penalty: 3877.424316
	Iteration 109Q: 3 clusters Score -1.841588e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143988 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -18415910.000000 Penalty: 3877.424316
	Iteration 110Q: 3 clusters Score -1.841591e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143970 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -18415900.000000 Penalty: 3877.424316
	Iteration 111Q: 3 clusters Score -1.84159e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -18415946.000000 Penalty: 3877.424316
	Iteration 112Q: 3 clusters Score -1.841595e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -18415944.000000 Penalty: 3877.424316
	Iteration 113Q: 3 clusters Score -1.841594e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -18415948.000000 Penalty: 3877.424316
	Iteration 114Q: 3 clusters Score -1.841595e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -18415928.000000 Penalty: 3877.424316
	Iteration 115Q: 3 clusters Score -1.841593e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -18415918.000000 Penalty: 3877.424316
	Iteration 116Q: 3 clusters Score -1.841592e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143870 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -18415932.000000 Penalty: 3877.424316
	Iteration 117Q: 3 clusters Score -1.841593e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143837 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -18415904.000000 Penalty: 3877.424316
	Iteration 118Q: 3 clusters Score -1.84159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -18415920.000000 Penalty: 3877.424316
	Iteration 119Q: 3 clusters Score -1.841592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143767 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -18415934.000000 Penalty: 3877.424316
	Iteration 120F: 3 clusters Score -1.841593e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -18415954.000000 Penalty: 3877.424316
	Iteration 121Q: 3 clusters Score -1.841595e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -18415974.000000 Penalty: 3877.424316
	Iteration 122Q: 3 clusters Score -1.841597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143681 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -18415964.000000 Penalty: 3877.424316
	Iteration 123Q: 3 clusters Score -1.841596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -18415964.000000 Penalty: 3877.424316
	Iteration 124Q: 3 clusters Score -1.841596e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -18415962.000000 Penalty: 3877.424316
	Iteration 125Q: 3 clusters Score -1.841596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143620 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -18415986.000000 Penalty: 3877.424316
	Iteration 126Q: 3 clusters Score -1.841599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -18415986.000000 Penalty: 3877.424316
	Iteration 127Q: 3 clusters Score -1.841599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -18416012.000000 Penalty: 3877.424316
	Iteration 128Q: 3 clusters Score -1.841601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -18416006.000000 Penalty: 3877.424316
	Iteration 129Q: 3 clusters Score -1.841601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143558 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -18416018.000000 Penalty: 3877.424316
	Iteration 130Q: 3 clusters Score -1.841602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -18416016.000000 Penalty: 3877.424316
	Iteration 131Q: 3 clusters Score -1.841602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -18416018.000000 Penalty: 3877.424316
	Iteration 132Q: 3 clusters Score -1.841602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -18416010.000000 Penalty: 3877.424316
	Iteration 133Q: 3 clusters Score -1.841601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -18416032.000000 Penalty: 3877.424316
	Iteration 134Q: 3 clusters Score -1.841603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -18416018.000000 Penalty: 3877.424316
	Iteration 135Q: 3 clusters Score -1.841602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -18416024.000000 Penalty: 3877.424316
	Iteration 136Q: 3 clusters Score -1.841602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -18416034.000000 Penalty: 3877.424316
	Iteration 137Q: 3 clusters Score -1.841603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -18416028.000000 Penalty: 3877.424316
	Iteration 138Q: 3 clusters Score -1.841603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -18416024.000000 Penalty: 3877.424316
	Iteration 139Q: 3 clusters Score -1.841602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -18416026.000000 Penalty: 3877.424316
	Iteration 140F: 3 clusters Score -1.841603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20598 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 143537 members 
Entering Unmasked Estep 
Score: -29442634.000000 Penalty: 36308.777344
Splitting cluster 24 changes total score from -29440900.000000 to -29442634.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20598 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 143537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29443410.000000 Penalty: 36308.777344
Iteration 197F: 19 clusters Score -2.944341e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9003 members 
Mstep: Class 16 contains 6246 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12305 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20565 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 143306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29443796.000000 Penalty: 36308.777344
Iteration 198Q: 19 clusters Score -2.94438e+07 nChanged 876
Entering ConstructFrom: 
Score: -29443796.000000 Penalty: 36308.777344
Entering ConstructFrom: 
Trying to split cluster 1 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -211955.968750 Penalty: 1216.118530
	Iteration 0F: 2 clusters Score -211956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210010.062500 Penalty: 2432.237061
	Iteration 0F: 3 clusters Score -210010.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210418.406250 Penalty: 2432.237061
	Iteration 1F: 3 clusters Score -210418.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210506.796875 Penalty: 2432.237061
	Iteration 2F: 3 clusters Score -210506.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210555.703125 Penalty: 2432.237061
	Iteration 3Q: 3 clusters Score -210555.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210595.484375 Penalty: 2432.237061
	Iteration 4Q: 3 clusters Score -210595.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210637.750000 Penalty: 2432.237061
	Iteration 5Q: 3 clusters Score -210637.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210662.843750 Penalty: 2432.237061
	Iteration 6Q: 3 clusters Score -210662.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210678.515625 Penalty: 2432.237061
	Iteration 7Q: 3 clusters Score -210678.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210693.421875 Penalty: 2432.237061
	Iteration 8Q: 3 clusters Score -210693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210709.000000 Penalty: 2432.237061
	Iteration 9Q: 3 clusters Score -210709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210725.281250 Penalty: 2432.237061
	Iteration 10Q: 3 clusters Score -210725.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -210738.937500 Penalty: 2432.237061
	Iteration 11Q: 3 clusters Score -210738.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -210754.500000 Penalty: 2432.237061
	Iteration 12Q: 3 clusters Score -210754.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210769.437500 Penalty: 2432.237061
	Iteration 13Q: 3 clusters Score -210769.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210781.062500 Penalty: 2432.237061
	Iteration 14Q: 3 clusters Score -210781.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210789.375000 Penalty: 2432.237061
	Iteration 15Q: 3 clusters Score -210789.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210798.578125 Penalty: 2432.237061
	Iteration 16Q: 3 clusters Score -210798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210807.484375 Penalty: 2432.237061
	Iteration 17Q: 3 clusters Score -210807.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210815.578125 Penalty: 2432.237061
	Iteration 18Q: 3 clusters Score -210815.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210824.500000 Penalty: 2432.237061
	Iteration 19Q: 3 clusters Score -210824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210829.109375 Penalty: 2432.237061
	Iteration 20F: 3 clusters Score -210829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -210833.546875 Penalty: 2432.237061
	Iteration 21Q: 3 clusters Score -210833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210837.781250 Penalty: 2432.237061
	Iteration 22Q: 3 clusters Score -210837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -210841.062500 Penalty: 2432.237061
	Iteration 23Q: 3 clusters Score -210841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210846.593750 Penalty: 2432.237061
	Iteration 24Q: 3 clusters Score -210846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210852.828125 Penalty: 2432.237061
	Iteration 25Q: 3 clusters Score -210852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210856.625000 Penalty: 2432.237061
	Iteration 26Q: 3 clusters Score -210856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210861.125000 Penalty: 2432.237061
	Iteration 27Q: 3 clusters Score -210861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210862.593750 Penalty: 2432.237061
	Iteration 28Q: 3 clusters Score -210862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -210864.171875 Penalty: 2432.237061
	Iteration 29Q: 3 clusters Score -210864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210865.937500 Penalty: 2432.237061
	Iteration 30Q: 3 clusters Score -210865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210866.062500 Penalty: 2432.237061
	Iteration 31Q: 3 clusters Score -210866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210866.484375 Penalty: 2432.237061
	Iteration 32Q: 3 clusters Score -210866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210866.484375 Penalty: 2432.237061
	Iteration 33F: 3 clusters Score -210866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16512.402344 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16534.349609 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -16534.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16541.902344 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -16541.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16541.902344 Penalty: 1536.401123
	Iteration 3F: 3 clusters Score -16541.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1498762.375000 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -1498762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1490149.375000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -1490149 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1493140.625000 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -1493141 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1493470.750000 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -1493471 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1493745.375000 Penalty: 3056.973389
	Iteration 3F: 3 clusters Score -1493745 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1493984.250000 Penalty: 3056.973389
	Iteration 4Q: 3 clusters Score -1493984 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1494196.750000 Penalty: 3056.973389
	Iteration 5Q: 3 clusters Score -1494197 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1494425.875000 Penalty: 3056.973389
	Iteration 6Q: 3 clusters Score -1494426 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1494660.875000 Penalty: 3056.973389
	Iteration 7Q: 3 clusters Score -1494661 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1494926.125000 Penalty: 3056.973389
	Iteration 8Q: 3 clusters Score -1494926 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1495191.000000 Penalty: 3056.973389
	Iteration 9Q: 3 clusters Score -1495191 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1495485.500000 Penalty: 3056.973389
	Iteration 10Q: 3 clusters Score -1495486 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1495766.750000 Penalty: 3056.973389
	Iteration 11Q: 3 clusters Score -1495767 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1495983.500000 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -1495984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1496156.500000 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -1496156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1496260.000000 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -1496260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1496340.375000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -1496340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1496408.375000 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -1496408 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1496460.500000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -1496460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1496507.000000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -1496507 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1496570.125000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -1496570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1496635.000000 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -1496635 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1496704.250000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -1496704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1496747.125000 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -1496747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1496789.000000 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -1496789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1496814.375000 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -1496814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1496843.125000 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -1496843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1496869.250000 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -1496869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1496902.000000 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -1496902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1496940.250000 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -1496940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1496968.250000 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -1496968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1496995.000000 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -1496995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1497031.500000 Penalty: 3056.973389
	Iteration 31Q: 3 clusters Score -1497032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1497058.000000 Penalty: 3056.973389
	Iteration 32Q: 3 clusters Score -1497058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1497090.250000 Penalty: 3056.973389
	Iteration 33Q: 3 clusters Score -1497090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1497113.125000 Penalty: 3056.973389
	Iteration 34Q: 3 clusters Score -1497113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1497126.125000 Penalty: 3056.973389
	Iteration 35Q: 3 clusters Score -1497126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1497138.000000 Penalty: 3056.973389
	Iteration 36Q: 3 clusters Score -1497138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1497150.125000 Penalty: 3056.973389
	Iteration 37Q: 3 clusters Score -1497150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1497167.125000 Penalty: 3056.973389
	Iteration 38Q: 3 clusters Score -1497167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1497170.500000 Penalty: 3056.973389
	Iteration 39Q: 3 clusters Score -1497170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1497175.000000 Penalty: 3056.973389
	Iteration 40F: 3 clusters Score -1497175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1497179.625000 Penalty: 3056.973389
	Iteration 41Q: 3 clusters Score -1497180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1497181.625000 Penalty: 3056.973389
	Iteration 42Q: 3 clusters Score -1497182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1497190.250000 Penalty: 3056.973389
	Iteration 43Q: 3 clusters Score -1497190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1497194.500000 Penalty: 3056.973389
	Iteration 44Q: 3 clusters Score -1497194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1497202.250000 Penalty: 3056.973389
	Iteration 45Q: 3 clusters Score -1497202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1497202.875000 Penalty: 3056.973389
	Iteration 46Q: 3 clusters Score -1497203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1497221.000000 Penalty: 3056.973389
	Iteration 47Q: 3 clusters Score -1497221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1497234.000000 Penalty: 3056.973389
	Iteration 48Q: 3 clusters Score -1497234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1497248.750000 Penalty: 3056.973389
	Iteration 49Q: 3 clusters Score -1497249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1497254.375000 Penalty: 3056.973389
	Iteration 50Q: 3 clusters Score -1497254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1497263.625000 Penalty: 3056.973389
	Iteration 51Q: 3 clusters Score -1497264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1497271.625000 Penalty: 3056.973389
	Iteration 52Q: 3 clusters Score -1497272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1497287.250000 Penalty: 3056.973389
	Iteration 53Q: 3 clusters Score -1497287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1497298.750000 Penalty: 3056.973389
	Iteration 54Q: 3 clusters Score -1497299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1497317.625000 Penalty: 3056.973389
	Iteration 55Q: 3 clusters Score -1497318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1497330.125000 Penalty: 3056.973389
	Iteration 56Q: 3 clusters Score -1497330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1497341.250000 Penalty: 3056.973389
	Iteration 57Q: 3 clusters Score -1497341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1497354.750000 Penalty: 3056.973389
	Iteration 58Q: 3 clusters Score -1497355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1497373.250000 Penalty: 3056.973389
	Iteration 59Q: 3 clusters Score -1497373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1497391.375000 Penalty: 3056.973389
	Iteration 60F: 3 clusters Score -1497391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1497410.750000 Penalty: 3056.973389
	Iteration 61Q: 3 clusters Score -1497411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1497422.625000 Penalty: 3056.973389
	Iteration 62Q: 3 clusters Score -1497423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1497436.750000 Penalty: 3056.973389
	Iteration 63Q: 3 clusters Score -1497437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1497453.500000 Penalty: 3056.973389
	Iteration 64Q: 3 clusters Score -1497454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1497468.750000 Penalty: 3056.973389
	Iteration 65Q: 3 clusters Score -1497469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1497480.250000 Penalty: 3056.973389
	Iteration 66Q: 3 clusters Score -1497480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1497486.375000 Penalty: 3056.973389
	Iteration 67Q: 3 clusters Score -1497486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1497495.500000 Penalty: 3056.973389
	Iteration 68Q: 3 clusters Score -1497496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1497506.625000 Penalty: 3056.973389
	Iteration 69Q: 3 clusters Score -1497507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1497526.875000 Penalty: 3056.973389
	Iteration 70Q: 3 clusters Score -1497527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1497547.125000 Penalty: 3056.973389
	Iteration 71Q: 3 clusters Score -1497547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1497555.625000 Penalty: 3056.973389
	Iteration 72Q: 3 clusters Score -1497556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1497566.250000 Penalty: 3056.973389
	Iteration 73Q: 3 clusters Score -1497566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1497576.125000 Penalty: 3056.973389
	Iteration 74Q: 3 clusters Score -1497576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1497599.500000 Penalty: 3056.973389
	Iteration 75Q: 3 clusters Score -1497600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1497609.500000 Penalty: 3056.973389
	Iteration 76Q: 3 clusters Score -1497610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1497623.750000 Penalty: 3056.973389
	Iteration 77Q: 3 clusters Score -1497624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1497631.250000 Penalty: 3056.973389
	Iteration 78Q: 3 clusters Score -1497631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1497635.375000 Penalty: 3056.973389
	Iteration 79Q: 3 clusters Score -1497635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1497638.750000 Penalty: 3056.973389
	Iteration 80F: 3 clusters Score -1497639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1497646.625000 Penalty: 3056.973389
	Iteration 81Q: 3 clusters Score -1497647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1497660.250000 Penalty: 3056.973389
	Iteration 82Q: 3 clusters Score -1497660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1497669.750000 Penalty: 3056.973389
	Iteration 83Q: 3 clusters Score -1497670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1497671.750000 Penalty: 3056.973389
	Iteration 84Q: 3 clusters Score -1497672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1497675.875000 Penalty: 3056.973389
	Iteration 85Q: 3 clusters Score -1497676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1497682.000000 Penalty: 3056.973389
	Iteration 86Q: 3 clusters Score -1497682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1497684.625000 Penalty: 3056.973389
	Iteration 87Q: 3 clusters Score -1497685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1497687.125000 Penalty: 3056.973389
	Iteration 88Q: 3 clusters Score -1497687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1497686.625000 Penalty: 3056.973389
	Iteration 89Q: 3 clusters Score -1497687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1497689.000000 Penalty: 3056.973389
	Iteration 90Q: 3 clusters Score -1497689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1497688.500000 Penalty: 3056.973389
	Iteration 91Q: 3 clusters Score -1497688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1497690.750000 Penalty: 3056.973389
	Iteration 92Q: 3 clusters Score -1497691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1497691.250000 Penalty: 3056.973389
	Iteration 93Q: 3 clusters Score -1497691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1497692.750000 Penalty: 3056.973389
	Iteration 94Q: 3 clusters Score -1497693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1497692.750000 Penalty: 3056.973389
	Iteration 95F: 3 clusters Score -1497693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -258238.968750 Penalty: 1247.953491
	Iteration 0F: 2 clusters Score -258239 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 1086 members 
Entering Unmasked Estep 
Score: -256050.437500 Penalty: 2495.906982
	Iteration 0F: 3 clusters Score -256050.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256508.875000 Penalty: 2495.906982
	Iteration 1F: 3 clusters Score -256508.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256616.531250 Penalty: 2495.906982
	Iteration 2F: 3 clusters Score -256616.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -256681.703125 Penalty: 2495.906982
	Iteration 3Q: 3 clusters Score -256681.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -256727.703125 Penalty: 2495.906982
	Iteration 4Q: 3 clusters Score -256727.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256765.781250 Penalty: 2495.906982
	Iteration 5Q: 3 clusters Score -256765.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -256803.984375 Penalty: 2495.906982
	Iteration 6Q: 3 clusters Score -256804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -256839.953125 Penalty: 2495.906982
	Iteration 7Q: 3 clusters Score -256840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -256868.000000 Penalty: 2495.906982
	Iteration 8Q: 3 clusters Score -256868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256890.328125 Penalty: 2495.906982
	Iteration 9Q: 3 clusters Score -256890.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -256906.828125 Penalty: 2495.906982
	Iteration 10Q: 3 clusters Score -256906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -256920.875000 Penalty: 2495.906982
	Iteration 11Q: 3 clusters Score -256920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -256931.593750 Penalty: 2495.906982
	Iteration 12Q: 3 clusters Score -256931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -256938.609375 Penalty: 2495.906982
	Iteration 13Q: 3 clusters Score -256938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -256945.828125 Penalty: 2495.906982
	Iteration 14Q: 3 clusters Score -256945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -256955.078125 Penalty: 2495.906982
	Iteration 15Q: 3 clusters Score -256955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -256960.828125 Penalty: 2495.906982
	Iteration 16Q: 3 clusters Score -256960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -256968.078125 Penalty: 2495.906982
	Iteration 17Q: 3 clusters Score -256968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -256974.718750 Penalty: 2495.906982
	Iteration 18Q: 3 clusters Score -256974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -256979.031250 Penalty: 2495.906982
	Iteration 19Q: 3 clusters Score -256979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -256981.796875 Penalty: 2495.906982
	Iteration 20F: 3 clusters Score -256981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -256985.531250 Penalty: 2495.906982
	Iteration 21Q: 3 clusters Score -256985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -256987.125000 Penalty: 2495.906982
	Iteration 22Q: 3 clusters Score -256987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -256988.406250 Penalty: 2495.906982
	Iteration 23Q: 3 clusters Score -256988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -256988.703125 Penalty: 2495.906982
	Iteration 24Q: 3 clusters Score -256988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -256988.703125 Penalty: 2495.906982
	Iteration 25F: 3 clusters Score -256988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Entering Unmasked Estep 
Score: -523827.000000 Penalty: 1358.168945
	Iteration 0F: 2 clusters Score -523827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -520339.406250 Penalty: 2716.337891
	Iteration 0F: 3 clusters Score -520339.4 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -521224.187500 Penalty: 2716.337891
	Iteration 1F: 3 clusters Score -521224.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -521385.281250 Penalty: 2716.337891
	Iteration 2F: 3 clusters Score -521385.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -521495.500000 Penalty: 2716.337891
	Iteration 3Q: 3 clusters Score -521495.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -521602.718750 Penalty: 2716.337891
	Iteration 4Q: 3 clusters Score -521602.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -521694.468750 Penalty: 2716.337891
	Iteration 5Q: 3 clusters Score -521694.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -521782.406250 Penalty: 2716.337891
	Iteration 6Q: 3 clusters Score -521782.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -521858.593750 Penalty: 2716.337891
	Iteration 7Q: 3 clusters Score -521858.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -521935.406250 Penalty: 2716.337891
	Iteration 8Q: 3 clusters Score -521935.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -522025.750000 Penalty: 2716.337891
	Iteration 9Q: 3 clusters Score -522025.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -522121.468750 Penalty: 2716.337891
	Iteration 10Q: 3 clusters Score -522121.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -522215.125000 Penalty: 2716.337891
	Iteration 11Q: 3 clusters Score -522215.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -522308.781250 Penalty: 2716.337891
	Iteration 12Q: 3 clusters Score -522308.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -522401.281250 Penalty: 2716.337891
	Iteration 13Q: 3 clusters Score -522401.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -522506.437500 Penalty: 2716.337891
	Iteration 14Q: 3 clusters Score -522506.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -522613.500000 Penalty: 2716.337891
	Iteration 15Q: 3 clusters Score -522613.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -522716.312500 Penalty: 2716.337891
	Iteration 16Q: 3 clusters Score -522716.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -522805.781250 Penalty: 2716.337891
	Iteration 17Q: 3 clusters Score -522805.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -522888.906250 Penalty: 2716.337891
	Iteration 18Q: 3 clusters Score -522888.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -522942.781250 Penalty: 2716.337891
	Iteration 19Q: 3 clusters Score -522942.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -522970.750000 Penalty: 2716.337891
	Iteration 20F: 3 clusters Score -522970.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -522987.718750 Penalty: 2716.337891
	Iteration 21Q: 3 clusters Score -522987.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -523000.031250 Penalty: 2716.337891
	Iteration 22Q: 3 clusters Score -523000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -523007.968750 Penalty: 2716.337891
	Iteration 23Q: 3 clusters Score -523008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -523011.781250 Penalty: 2716.337891
	Iteration 24Q: 3 clusters Score -523011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -523014.937500 Penalty: 2716.337891
	Iteration 25Q: 3 clusters Score -523014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -523017.500000 Penalty: 2716.337891
	Iteration 26Q: 3 clusters Score -523017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -523019.406250 Penalty: 2716.337891
	Iteration 27Q: 3 clusters Score -523019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -523021.718750 Penalty: 2716.337891
	Iteration 28Q: 3 clusters Score -523021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -523022.031250 Penalty: 2716.337891
	Iteration 29Q: 3 clusters Score -523022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -523022.656250 Penalty: 2716.337891
	Iteration 30Q: 3 clusters Score -523022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -523022.656250 Penalty: 2716.337891
	Iteration 31F: 3 clusters Score -523022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -383616.343750 Penalty: 1313.691284
	Iteration 0F: 2 clusters Score -383616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -380748.250000 Penalty: 2627.382568
	Iteration 0F: 3 clusters Score -380748.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -381451.937500 Penalty: 2627.382568
	Iteration 1F: 3 clusters Score -381451.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -381574.843750 Penalty: 2627.382568
	Iteration 2F: 3 clusters Score -381574.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -381654.843750 Penalty: 2627.382568
	Iteration 3Q: 3 clusters Score -381654.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -381711.156250 Penalty: 2627.382568
	Iteration 4Q: 3 clusters Score -381711.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381756.531250 Penalty: 2627.382568
	Iteration 5Q: 3 clusters Score -381756.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381783.687500 Penalty: 2627.382568
	Iteration 6Q: 3 clusters Score -381783.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -381801.687500 Penalty: 2627.382568
	Iteration 7Q: 3 clusters Score -381801.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -381819.031250 Penalty: 2627.382568
	Iteration 8Q: 3 clusters Score -381819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -381832.250000 Penalty: 2627.382568
	Iteration 9Q: 3 clusters Score -381832.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -381845.875000 Penalty: 2627.382568
	Iteration 10Q: 3 clusters Score -381845.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -381859.718750 Penalty: 2627.382568
	Iteration 11Q: 3 clusters Score -381859.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -381877.687500 Penalty: 2627.382568
	Iteration 12Q: 3 clusters Score -381877.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381890.437500 Penalty: 2627.382568
	Iteration 13Q: 3 clusters Score -381890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -381904.562500 Penalty: 2627.382568
	Iteration 14Q: 3 clusters Score -381904.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -381917.093750 Penalty: 2627.382568
	Iteration 15Q: 3 clusters Score -381917.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -381928.906250 Penalty: 2627.382568
	Iteration 16Q: 3 clusters Score -381928.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -381939.562500 Penalty: 2627.382568
	Iteration 17Q: 3 clusters Score -381939.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -381956.031250 Penalty: 2627.382568
	Iteration 18Q: 3 clusters Score -381956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -381975.125000 Penalty: 2627.382568
	Iteration 19Q: 3 clusters Score -381975.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -381989.843750 Penalty: 2627.382568
	Iteration 20F: 3 clusters Score -381989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -382003.031250 Penalty: 2627.382568
	Iteration 21Q: 3 clusters Score -382003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -382021.156250 Penalty: 2627.382568
	Iteration 22Q: 3 clusters Score -382021.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382034.531250 Penalty: 2627.382568
	Iteration 23Q: 3 clusters Score -382034.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -382045.437500 Penalty: 2627.382568
	Iteration 24Q: 3 clusters Score -382045.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -382056.656250 Penalty: 2627.382568
	Iteration 25Q: 3 clusters Score -382056.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -382076.781250 Penalty: 2627.382568
	Iteration 26Q: 3 clusters Score -382076.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -382104.468750 Penalty: 2627.382568
	Iteration 27Q: 3 clusters Score -382104.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -382126.468750 Penalty: 2627.382568
	Iteration 28Q: 3 clusters Score -382126.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -382148.125000 Penalty: 2627.382568
	Iteration 29Q: 3 clusters Score -382148.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -382171.843750 Penalty: 2627.382568
	Iteration 30Q: 3 clusters Score -382171.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -382201.437500 Penalty: 2627.382568
	Iteration 31Q: 3 clusters Score -382201.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -382235.437500 Penalty: 2627.382568
	Iteration 32Q: 3 clusters Score -382235.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -382264.875000 Penalty: 2627.382568
	Iteration 33Q: 3 clusters Score -382264.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -382287.500000 Penalty: 2627.382568
	Iteration 34Q: 3 clusters Score -382287.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -382319.437500 Penalty: 2627.382568
	Iteration 35Q: 3 clusters Score -382319.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -382353.000000 Penalty: 2627.382568
	Iteration 36Q: 3 clusters Score -382353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -382380.187500 Penalty: 2627.382568
	Iteration 37Q: 3 clusters Score -382380.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -382403.031250 Penalty: 2627.382568
	Iteration 38Q: 3 clusters Score -382403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -382427.531250 Penalty: 2627.382568
	Iteration 39Q: 3 clusters Score -382427.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -382464.531250 Penalty: 2627.382568
	Iteration 40F: 3 clusters Score -382464.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -382517.531250 Penalty: 2627.382568
	Iteration 41Q: 3 clusters Score -382517.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -382581.968750 Penalty: 2627.382568
	Iteration 42Q: 3 clusters Score -382582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -382644.500000 Penalty: 2627.382568
	Iteration 43Q: 3 clusters Score -382644.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -382698.343750 Penalty: 2627.382568
	Iteration 44Q: 3 clusters Score -382698.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -382759.250000 Penalty: 2627.382568
	Iteration 45Q: 3 clusters Score -382759.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -382837.031250 Penalty: 2627.382568
	Iteration 46Q: 3 clusters Score -382837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -382909.468750 Penalty: 2627.382568
	Iteration 47Q: 3 clusters Score -382909.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -382938.406250 Penalty: 2627.382568
	Iteration 48Q: 3 clusters Score -382938.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -382954.187500 Penalty: 2627.382568
	Iteration 49Q: 3 clusters Score -382954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -382959.375000 Penalty: 2627.382568
	Iteration 50Q: 3 clusters Score -382959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -382965.562500 Penalty: 2627.382568
	Iteration 51Q: 3 clusters Score -382965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -382971.093750 Penalty: 2627.382568
	Iteration 52Q: 3 clusters Score -382971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -382975.406250 Penalty: 2627.382568
	Iteration 53Q: 3 clusters Score -382975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -382976.406250 Penalty: 2627.382568
	Iteration 54Q: 3 clusters Score -382976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -382979.218750 Penalty: 2627.382568
	Iteration 55Q: 3 clusters Score -382979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -382980.656250 Penalty: 2627.382568
	Iteration 56Q: 3 clusters Score -382980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -382981.218750 Penalty: 2627.382568
	Iteration 57Q: 3 clusters Score -382981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -382981.218750 Penalty: 2627.382568
	Iteration 58F: 3 clusters Score -382981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -206366.734375 Penalty: 1222.214111
	Iteration 0F: 2 clusters Score -206366.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -204396.046875 Penalty: 2444.428223
	Iteration 0F: 3 clusters Score -204396 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -204876.156250 Penalty: 2444.428223
	Iteration 1F: 3 clusters Score -204876.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -204984.921875 Penalty: 2444.428223
	Iteration 2F: 3 clusters Score -204984.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -205049.500000 Penalty: 2444.428223
	Iteration 3Q: 3 clusters Score -205049.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205087.781250 Penalty: 2444.428223
	Iteration 4Q: 3 clusters Score -205087.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -205121.703125 Penalty: 2444.428223
	Iteration 5Q: 3 clusters Score -205121.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -205149.218750 Penalty: 2444.428223
	Iteration 6Q: 3 clusters Score -205149.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -205166.406250 Penalty: 2444.428223
	Iteration 7Q: 3 clusters Score -205166.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205181.515625 Penalty: 2444.428223
	Iteration 8Q: 3 clusters Score -205181.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -205191.546875 Penalty: 2444.428223
	Iteration 9Q: 3 clusters Score -205191.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205209.109375 Penalty: 2444.428223
	Iteration 10Q: 3 clusters Score -205209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205222.609375 Penalty: 2444.428223
	Iteration 11Q: 3 clusters Score -205222.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -205232.750000 Penalty: 2444.428223
	Iteration 12Q: 3 clusters Score -205232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -205243.875000 Penalty: 2444.428223
	Iteration 13Q: 3 clusters Score -205243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -205259.562500 Penalty: 2444.428223
	Iteration 14Q: 3 clusters Score -205259.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -205280.671875 Penalty: 2444.428223
	Iteration 15Q: 3 clusters Score -205280.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -205295.765625 Penalty: 2444.428223
	Iteration 16Q: 3 clusters Score -205295.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -205314.234375 Penalty: 2444.428223
	Iteration 17Q: 3 clusters Score -205314.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -205335.750000 Penalty: 2444.428223
	Iteration 18Q: 3 clusters Score -205335.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -205352.828125 Penalty: 2444.428223
	Iteration 19Q: 3 clusters Score -205352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -205360.578125 Penalty: 2444.428223
	Iteration 20F: 3 clusters Score -205360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -205365.703125 Penalty: 2444.428223
	Iteration 21Q: 3 clusters Score -205365.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -205374.312500 Penalty: 2444.428223
	Iteration 22Q: 3 clusters Score -205374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -205379.968750 Penalty: 2444.428223
	Iteration 23Q: 3 clusters Score -205380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -205385.062500 Penalty: 2444.428223
	Iteration 24Q: 3 clusters Score -205385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -205394.609375 Penalty: 2444.428223
	Iteration 25Q: 3 clusters Score -205394.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -205405.515625 Penalty: 2444.428223
	Iteration 26Q: 3 clusters Score -205405.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -205420.015625 Penalty: 2444.428223
	Iteration 27Q: 3 clusters Score -205420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205432.828125 Penalty: 2444.428223
	Iteration 28Q: 3 clusters Score -205432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -205446.250000 Penalty: 2444.428223
	Iteration 29Q: 3 clusters Score -205446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -205454.390625 Penalty: 2444.428223
	Iteration 30Q: 3 clusters Score -205454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -205465.906250 Penalty: 2444.428223
	Iteration 31Q: 3 clusters Score -205465.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -205476.843750 Penalty: 2444.428223
	Iteration 32Q: 3 clusters Score -205476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -205486.609375 Penalty: 2444.428223
	Iteration 33Q: 3 clusters Score -205486.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -205497.171875 Penalty: 2444.428223
	Iteration 34Q: 3 clusters Score -205497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205502.687500 Penalty: 2444.428223
	Iteration 35Q: 3 clusters Score -205502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -205508.218750 Penalty: 2444.428223
	Iteration 36Q: 3 clusters Score -205508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -205511.765625 Penalty: 2444.428223
	Iteration 37Q: 3 clusters Score -205511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -205516.843750 Penalty: 2444.428223
	Iteration 38Q: 3 clusters Score -205516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -205517.765625 Penalty: 2444.428223
	Iteration 39Q: 3 clusters Score -205517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -205518.140625 Penalty: 2444.428223
	Iteration 40F: 3 clusters Score -205518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1186013.375000 Penalty: 1486.019287
	Iteration 0F: 2 clusters Score -1186013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1179301.750000 Penalty: 2972.038574
	Iteration 0F: 3 clusters Score -1179302 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1181397.750000 Penalty: 2972.038574
	Iteration 1F: 3 clusters Score -1181398 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1181606.375000 Penalty: 2972.038574
	Iteration 2F: 3 clusters Score -1181606 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1181757.250000 Penalty: 2972.038574
	Iteration 3Q: 3 clusters Score -1181757 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1181880.250000 Penalty: 2972.038574
	Iteration 4Q: 3 clusters Score -1181880 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1182000.500000 Penalty: 2972.038574
	Iteration 5Q: 3 clusters Score -1182000 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1182114.000000 Penalty: 2972.038574
	Iteration 6Q: 3 clusters Score -1182114 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1182217.125000 Penalty: 2972.038574
	Iteration 7Q: 3 clusters Score -1182217 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1182291.375000 Penalty: 2972.038574
	Iteration 8Q: 3 clusters Score -1182291 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1182381.750000 Penalty: 2972.038574
	Iteration 9Q: 3 clusters Score -1182382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1182489.500000 Penalty: 2972.038574
	Iteration 10Q: 3 clusters Score -1182490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1182597.625000 Penalty: 2972.038574
	Iteration 11Q: 3 clusters Score -1182598 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1182706.875000 Penalty: 2972.038574
	Iteration 12Q: 3 clusters Score -1182707 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1182812.375000 Penalty: 2972.038574
	Iteration 13Q: 3 clusters Score -1182812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1182918.750000 Penalty: 2972.038574
	Iteration 14Q: 3 clusters Score -1182919 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1183047.250000 Penalty: 2972.038574
	Iteration 15Q: 3 clusters Score -1183047 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1183186.000000 Penalty: 2972.038574
	Iteration 16Q: 3 clusters Score -1183186 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1183318.375000 Penalty: 2972.038574
	Iteration 17Q: 3 clusters Score -1183318 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1183442.625000 Penalty: 2972.038574
	Iteration 18Q: 3 clusters Score -1183443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1183555.000000 Penalty: 2972.038574
	Iteration 19Q: 3 clusters Score -1183555 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1183614.625000 Penalty: 2972.038574
	Iteration 20F: 3 clusters Score -1183615 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1183654.750000 Penalty: 2972.038574
	Iteration 21Q: 3 clusters Score -1183655 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1183673.000000 Penalty: 2972.038574
	Iteration 22Q: 3 clusters Score -1183673 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1183691.000000 Penalty: 2972.038574
	Iteration 23Q: 3 clusters Score -1183691 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1183709.250000 Penalty: 2972.038574
	Iteration 24Q: 3 clusters Score -1183709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1183726.625000 Penalty: 2972.038574
	Iteration 25Q: 3 clusters Score -1183727 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1183734.250000 Penalty: 2972.038574
	Iteration 26Q: 3 clusters Score -1183734 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1183735.500000 Penalty: 2972.038574
	Iteration 27Q: 3 clusters Score -1183736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1183730.625000 Penalty: 2972.038574
	Iteration 28Q: 3 clusters Score -1183731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1183727.750000 Penalty: 2972.038574
	Iteration 29Q: 3 clusters Score -1183728 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1183734.250000 Penalty: 2972.038574
	Iteration 30Q: 3 clusters Score -1183734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1183737.750000 Penalty: 2972.038574
	Iteration 31Q: 3 clusters Score -1183738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1183731.625000 Penalty: 2972.038574
	Iteration 32Q: 3 clusters Score -1183732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1183764.000000 Penalty: 2972.038574
	Iteration 33Q: 3 clusters Score -1183764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1183784.500000 Penalty: 2972.038574
	Iteration 34Q: 3 clusters Score -1183784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1183828.750000 Penalty: 2972.038574
	Iteration 35Q: 3 clusters Score -1183829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1183861.750000 Penalty: 2972.038574
	Iteration 36Q: 3 clusters Score -1183862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1183888.125000 Penalty: 2972.038574
	Iteration 37Q: 3 clusters Score -1183888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1183921.625000 Penalty: 2972.038574
	Iteration 38Q: 3 clusters Score -1183922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1183961.125000 Penalty: 2972.038574
	Iteration 39Q: 3 clusters Score -1183961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1184000.875000 Penalty: 2972.038574
	Iteration 40F: 3 clusters Score -1184001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1184062.375000 Penalty: 2972.038574
	Iteration 41Q: 3 clusters Score -1184062 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1184115.125000 Penalty: 2972.038574
	Iteration 42Q: 3 clusters Score -1184115 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1184173.250000 Penalty: 2972.038574
	Iteration 43Q: 3 clusters Score -1184173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1184236.375000 Penalty: 2972.038574
	Iteration 44Q: 3 clusters Score -1184236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1184282.875000 Penalty: 2972.038574
	Iteration 45Q: 3 clusters Score -1184283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1184328.000000 Penalty: 2972.038574
	Iteration 46Q: 3 clusters Score -1184328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1184379.750000 Penalty: 2972.038574
	Iteration 47Q: 3 clusters Score -1184380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1184426.250000 Penalty: 2972.038574
	Iteration 48Q: 3 clusters Score -1184426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1184474.375000 Penalty: 2972.038574
	Iteration 49Q: 3 clusters Score -1184474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1184512.250000 Penalty: 2972.038574
	Iteration 50Q: 3 clusters Score -1184512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1184545.625000 Penalty: 2972.038574
	Iteration 51Q: 3 clusters Score -1184546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1184576.250000 Penalty: 2972.038574
	Iteration 52Q: 3 clusters Score -1184576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1184596.250000 Penalty: 2972.038574
	Iteration 53Q: 3 clusters Score -1184596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1184615.125000 Penalty: 2972.038574
	Iteration 54Q: 3 clusters Score -1184615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1184630.625000 Penalty: 2972.038574
	Iteration 55Q: 3 clusters Score -1184631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1184647.500000 Penalty: 2972.038574
	Iteration 56Q: 3 clusters Score -1184648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1184665.250000 Penalty: 2972.038574
	Iteration 57Q: 3 clusters Score -1184665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1184676.375000 Penalty: 2972.038574
	Iteration 58Q: 3 clusters Score -1184676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1184681.875000 Penalty: 2972.038574
	Iteration 59Q: 3 clusters Score -1184682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1184689.875000 Penalty: 2972.038574
	Iteration 60F: 3 clusters Score -1184690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1184697.750000 Penalty: 2972.038574
	Iteration 61Q: 3 clusters Score -1184698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1184703.375000 Penalty: 2972.038574
	Iteration 62Q: 3 clusters Score -1184703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1184709.625000 Penalty: 2972.038574
	Iteration 63Q: 3 clusters Score -1184710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1184715.000000 Penalty: 2972.038574
	Iteration 64Q: 3 clusters Score -1184715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1184719.625000 Penalty: 2972.038574
	Iteration 65Q: 3 clusters Score -1184720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1184721.125000 Penalty: 2972.038574
	Iteration 66Q: 3 clusters Score -1184721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1184722.375000 Penalty: 2972.038574
	Iteration 67Q: 3 clusters Score -1184722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1184722.375000 Penalty: 2972.038574
	Iteration 68F: 3 clusters Score -1184722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1136655.125000 Penalty: 1482.227539
	Iteration 0F: 2 clusters Score -1136655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1129994.375000 Penalty: 2964.455078
	Iteration 0F: 3 clusters Score -1129994 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1132040.000000 Penalty: 2964.455078
	Iteration 1F: 3 clusters Score -1132040 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1132247.250000 Penalty: 2964.455078
	Iteration 2F: 3 clusters Score -1132247 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1132394.750000 Penalty: 2964.455078
	Iteration 3Q: 3 clusters Score -1132395 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1132505.500000 Penalty: 2964.455078
	Iteration 4Q: 3 clusters Score -1132506 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1132591.625000 Penalty: 2964.455078
	Iteration 5Q: 3 clusters Score -1132592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1132664.625000 Penalty: 2964.455078
	Iteration 6Q: 3 clusters Score -1132665 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1132732.625000 Penalty: 2964.455078
	Iteration 7Q: 3 clusters Score -1132733 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1132788.375000 Penalty: 2964.455078
	Iteration 8Q: 3 clusters Score -1132788 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1132835.625000 Penalty: 2964.455078
	Iteration 9Q: 3 clusters Score -1132836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1132889.875000 Penalty: 2964.455078
	Iteration 10Q: 3 clusters Score -1132890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1132943.625000 Penalty: 2964.455078
	Iteration 11Q: 3 clusters Score -1132944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1133002.000000 Penalty: 2964.455078
	Iteration 12Q: 3 clusters Score -1133002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1133066.125000 Penalty: 2964.455078
	Iteration 13Q: 3 clusters Score -1133066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1133130.750000 Penalty: 2964.455078
	Iteration 14Q: 3 clusters Score -1133131 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1133224.500000 Penalty: 2964.455078
	Iteration 15Q: 3 clusters Score -1133224 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1133353.875000 Penalty: 2964.455078
	Iteration 16Q: 3 clusters Score -1133354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1133521.375000 Penalty: 2964.455078
	Iteration 17Q: 3 clusters Score -1133521 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1133676.875000 Penalty: 2964.455078
	Iteration 18Q: 3 clusters Score -1133677 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1133835 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1133969.250000 Penalty: 2964.455078
	Iteration 20F: 3 clusters Score -1133969 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1134080 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1134149 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1134192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1134217.250000 Penalty: 2964.455078
	Iteration 24Q: 3 clusters Score -1134217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1134235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1134253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1134268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1134281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1134299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1134315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1134332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1134349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1134362.500000 Penalty: 2964.455078
	Iteration 33Q: 3 clusters Score -1134362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1134374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1134391.500000 Penalty: 2964.455078
	Iteration 35Q: 3 clusters Score -1134392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1134405.875000 Penalty: 2964.455078
	Iteration 36Q: 3 clusters Score -1134406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1134414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1134426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1134440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1134451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1134460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1134474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1134492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1134517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1134550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1134574 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1134609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1134653 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1134688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1134721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1134746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1134779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1134812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1134838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1134867 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1134890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1134917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1134943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1134970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1134995.750000 Penalty: 2964.455078
	Iteration 60F: 3 clusters Score -1134996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1135016.500000 Penalty: 2964.455078
	Iteration 61Q: 3 clusters Score -1135016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1135037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1135056.625000 Penalty: 2964.455078
	Iteration 63Q: 3 clusters Score -1135057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1135069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1135078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1135081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1135084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1135087 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1135092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1135097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1135109.875000 Penalty: 2964.455078
	Iteration 71Q: 3 clusters Score -1135110 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1135119.000000 Penalty: 2964.455078
	Iteration 72Q: 3 clusters Score -1135119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1135130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1135138.000000 Penalty: 2964.455078
	Iteration 74Q: 3 clusters Score -1135138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1135151.625000 Penalty: 2964.455078
	Iteration 75Q: 3 clusters Score -1135152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1135165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1135175.625000 Penalty: 2964.455078
	Iteration 77Q: 3 clusters Score -1135176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1135182.625000 Penalty: 2964.455078
	Iteration 78Q: 3 clusters Score -1135183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1135190.000000 Penalty: 2964.455078
	Iteration 79Q: 3 clusters Score -1135190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1135200.250000 Penalty: 2964.455078
	Iteration 80F: 3 clusters Score -1135200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1135208.250000 Penalty: 2964.455078
	Iteration 81Q: 3 clusters Score -1135208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1135217.750000 Penalty: 2964.455078
	Iteration 82Q: 3 clusters Score -1135218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1135232.875000 Penalty: 2964.455078
	Iteration 83Q: 3 clusters Score -1135233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1135235.375000 Penalty: 2964.455078
	Iteration 84Q: 3 clusters Score -1135235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1135241.125000 Penalty: 2964.455078
	Iteration 85Q: 3 clusters Score -1135241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1135247.000000 Penalty: 2964.455078
	Iteration 86Q: 3 clusters Score -1135247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1135252.250000 Penalty: 2964.455078
	Iteration 87Q: 3 clusters Score -1135252 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1135255.875000 Penalty: 2964.455078
	Iteration 88Q: 3 clusters Score -1135256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1135262.625000 Penalty: 2964.455078
	Iteration 89Q: 3 clusters Score -1135263 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1135267.250000 Penalty: 2964.455078
	Iteration 90Q: 3 clusters Score -1135267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1135271.375000 Penalty: 2964.455078
	Iteration 91Q: 3 clusters Score -1135271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1135279.000000 Penalty: 2964.455078
	Iteration 92Q: 3 clusters Score -1135279 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1135287.500000 Penalty: 2964.455078
	Iteration 93Q: 3 clusters Score -1135288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1135300.000000 Penalty: 2964.455078
	Iteration 94Q: 3 clusters Score -1135300 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1135309.375000 Penalty: 2964.455078
	Iteration 95Q: 3 clusters Score -1135309 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1135326.000000 Penalty: 2964.455078
	Iteration 96Q: 3 clusters Score -1135326 nChanged 23
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Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1135336.250000 Penalty: 2964.455078
	Iteration 97Q: 3 clusters Score -1135336 nChanged 17
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1135346.250000 Penalty: 2964.455078
	Iteration 98Q: 3 clusters Score -1135346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1135354.500000 Penalty: 2964.455078
	Iteration 99Q: 3 clusters Score -1135354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1135362.000000 Penalty: 2964.455078
	Iteration 100F: 3 clusters Score -1135362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1135364.125000 Penalty: 2964.455078
	Iteration 101Q: 3 clusters Score -1135364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1135369.500000 Penalty: 2964.455078
	Iteration 102Q: 3 clusters Score -1135370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1135372.000000 Penalty: 2964.455078
	Iteration 103Q: 3 clusters Score -1135372 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1135378.500000 Penalty: 2964.455078
	Iteration 104Q: 3 clusters Score -1135378 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1135382.375000 Penalty: 2964.455078
	Iteration 105Q: 3 clusters Score -1135382 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1135386.125000 Penalty: 2964.455078
	Iteration 106Q: 3 clusters Score -1135386 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1135393.375000 Penalty: 2964.455078
	Iteration 107Q: 3 clusters Score -1135393 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1135395.500000 Penalty: 2964.455078
	Iteration 108Q: 3 clusters Score -1135396 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1135401.750000 Penalty: 2964.455078
	Iteration 109Q: 3 clusters Score -1135402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1135406.875000 Penalty: 2964.455078
	Iteration 110Q: 3 clusters Score -1135407 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1135411.250000 Penalty: 2964.455078
	Iteration 111Q: 3 clusters Score -1135411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1135411.875000 Penalty: 2964.455078
	Iteration 112Q: 3 clusters Score -1135412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1135411.500000 Penalty: 2964.455078
	Iteration 113Q: 3 clusters Score -1135412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1135413.750000 Penalty: 2964.455078
	Iteration 114Q: 3 clusters Score -1135414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1135413.750000 Penalty: 2964.455078
	Iteration 115Q: 3 clusters Score -1135414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1135414.000000 Penalty: 2964.455078
	Iteration 116Q: 3 clusters Score -1135414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1135415.125000 Penalty: 2964.455078
	Iteration 117Q: 3 clusters Score -1135415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1135415.125000 Penalty: 2964.455078
	Iteration 118F: 3 clusters Score -1135415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35874.179688 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35874.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36150.128906 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36150.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36246.054688 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -36246.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36296.371094 Penalty: 1920.126953
	Iteration 3F: 3 clusters Score -36296.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36322.675781 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36322.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36334.726562 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36334.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36339.566406 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36339.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36343.343750 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -36343.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36343.343750 Penalty: 1920.126953
	Iteration 8F: 3 clusters Score -36343.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1107003.625000 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -1107004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1100450.375000 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -1100450 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1102473.375000 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -1102473 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1102695.875000 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -1102696 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1102885.000000 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -1102885 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1103027.125000 Penalty: 2958.612549
	Iteration 4Q: 3 clusters Score -1103027 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1103157.875000 Penalty: 2958.612549
	Iteration 5Q: 3 clusters Score -1103158 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1103292.250000 Penalty: 2958.612549
	Iteration 6Q: 3 clusters Score -1103292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1103432.125000 Penalty: 2958.612549
	Iteration 7Q: 3 clusters Score -1103432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1103600.500000 Penalty: 2958.612549
	Iteration 8Q: 3 clusters Score -1103600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1103782.000000 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -1103782 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1103990.000000 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -1103990 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1104255.375000 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -1104255 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1104550.750000 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -1104551 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1104834.750000 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -1104835 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1105033.750000 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -1105034 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1105152.000000 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -1105152 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1105224.125000 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -1105224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1105281.250000 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -1105281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1105323.500000 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -1105324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1105350.125000 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -1105350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1105370.375000 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -1105370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1105382.375000 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -1105382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1105396.875000 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -1105397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1105405.125000 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -1105405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1105411.750000 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -1105412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1105415.000000 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -1105415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1105422.500000 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -1105422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1105427.000000 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -1105427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1105434.125000 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -1105434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1105432.625000 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -1105433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1105437.875000 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -1105438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1105442.375000 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -1105442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1105448.500000 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -1105448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1105452.250000 Penalty: 2958.612549
	Iteration 33Q: 3 clusters Score -1105452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1105455.625000 Penalty: 2958.612549
	Iteration 34Q: 3 clusters Score -1105456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1105461.000000 Penalty: 2958.612549
	Iteration 35Q: 3 clusters Score -1105461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1105467.500000 Penalty: 2958.612549
	Iteration 36Q: 3 clusters Score -1105468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1105472.750000 Penalty: 2958.612549
	Iteration 37Q: 3 clusters Score -1105473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1105475.750000 Penalty: 2958.612549
	Iteration 38Q: 3 clusters Score -1105476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1105486.375000 Penalty: 2958.612549
	Iteration 39Q: 3 clusters Score -1105486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1105498.750000 Penalty: 2958.612549
	Iteration 40F: 3 clusters Score -1105499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1105511.125000 Penalty: 2958.612549
	Iteration 41Q: 3 clusters Score -1105511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1105525.000000 Penalty: 2958.612549
	Iteration 42Q: 3 clusters Score -1105525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1105538.000000 Penalty: 2958.612549
	Iteration 43Q: 3 clusters Score -1105538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1105546.750000 Penalty: 2958.612549
	Iteration 44Q: 3 clusters Score -1105547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1105556.750000 Penalty: 2958.612549
	Iteration 45Q: 3 clusters Score -1105557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1105563.875000 Penalty: 2958.612549
	Iteration 46Q: 3 clusters Score -1105564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1105569.875000 Penalty: 2958.612549
	Iteration 47Q: 3 clusters Score -1105570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1105578.125000 Penalty: 2958.612549
	Iteration 48Q: 3 clusters Score -1105578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1105581.250000 Penalty: 2958.612549
	Iteration 49Q: 3 clusters Score -1105581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1105583.500000 Penalty: 2958.612549
	Iteration 50Q: 3 clusters Score -1105584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1105587.500000 Penalty: 2958.612549
	Iteration 51Q: 3 clusters Score -1105588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1105590.625000 Penalty: 2958.612549
	Iteration 52Q: 3 clusters Score -1105591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1105595.375000 Penalty: 2958.612549
	Iteration 53Q: 3 clusters Score -1105595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1105600.375000 Penalty: 2958.612549
	Iteration 54Q: 3 clusters Score -1105600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1105605.875000 Penalty: 2958.612549
	Iteration 55Q: 3 clusters Score -1105606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1105609.625000 Penalty: 2958.612549
	Iteration 56Q: 3 clusters Score -1105610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1105613.875000 Penalty: 2958.612549
	Iteration 57Q: 3 clusters Score -1105614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1105614.125000 Penalty: 2958.612549
	Iteration 58Q: 3 clusters Score -1105614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1105623.875000 Penalty: 2958.612549
	Iteration 59Q: 3 clusters Score -1105624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1105628.250000 Penalty: 2958.612549
	Iteration 60F: 3 clusters Score -1105628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1105638.750000 Penalty: 2958.612549
	Iteration 61Q: 3 clusters Score -1105639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1105644.625000 Penalty: 2958.612549
	Iteration 62Q: 3 clusters Score -1105645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1105645.875000 Penalty: 2958.612549
	Iteration 63Q: 3 clusters Score -1105646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1105648.875000 Penalty: 2958.612549
	Iteration 64Q: 3 clusters Score -1105649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1105651.500000 Penalty: 2958.612549
	Iteration 65Q: 3 clusters Score -1105652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1105654.125000 Penalty: 2958.612549
	Iteration 66Q: 3 clusters Score -1105654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1105656.250000 Penalty: 2958.612549
	Iteration 67Q: 3 clusters Score -1105656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1105660.125000 Penalty: 2958.612549
	Iteration 68Q: 3 clusters Score -1105660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1105663.250000 Penalty: 2958.612549
	Iteration 69Q: 3 clusters Score -1105663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1105666.875000 Penalty: 2958.612549
	Iteration 70Q: 3 clusters Score -1105667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1105668.250000 Penalty: 2958.612549
	Iteration 71Q: 3 clusters Score -1105668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1105668.125000 Penalty: 2958.612549
	Iteration 72Q: 3 clusters Score -1105668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1105671.000000 Penalty: 2958.612549
	Iteration 73Q: 3 clusters Score -1105671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1105672.500000 Penalty: 2958.612549
	Iteration 74Q: 3 clusters Score -1105672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1105674.000000 Penalty: 2958.612549
	Iteration 75Q: 3 clusters Score -1105674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1105676.250000 Penalty: 2958.612549
	Iteration 76Q: 3 clusters Score -1105676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1105680.000000 Penalty: 2958.612549
	Iteration 77Q: 3 clusters Score -1105680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1105683.250000 Penalty: 2958.612549
	Iteration 78Q: 3 clusters Score -1105683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1105687.750000 Penalty: 2958.612549
	Iteration 79Q: 3 clusters Score -1105688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1105693.500000 Penalty: 2958.612549
	Iteration 80F: 3 clusters Score -1105694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1105703.000000 Penalty: 2958.612549
	Iteration 81Q: 3 clusters Score -1105703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1105708.625000 Penalty: 2958.612549
	Iteration 82Q: 3 clusters Score -1105709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1105710.000000 Penalty: 2958.612549
	Iteration 83Q: 3 clusters Score -1105710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1105715.875000 Penalty: 2958.612549
	Iteration 84Q: 3 clusters Score -1105716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1105718.000000 Penalty: 2958.612549
	Iteration 85Q: 3 clusters Score -1105718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1105723.625000 Penalty: 2958.612549
	Iteration 86Q: 3 clusters Score -1105724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1105721.500000 Penalty: 2958.612549
	Iteration 87Q: 3 clusters Score -1105722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1105723.250000 Penalty: 2958.612549
	Iteration 88Q: 3 clusters Score -1105723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1105724.125000 Penalty: 2958.612549
	Iteration 89Q: 3 clusters Score -1105724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1105726.750000 Penalty: 2958.612549
	Iteration 90Q: 3 clusters Score -1105727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1105726.625000 Penalty: 2958.612549
	Iteration 91Q: 3 clusters Score -1105727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1105727.000000 Penalty: 2958.612549
	Iteration 92Q: 3 clusters Score -1105727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1105730.000000 Penalty: 2958.612549
	Iteration 93Q: 3 clusters Score -1105730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1105729.625000 Penalty: 2958.612549
	Iteration 94Q: 3 clusters Score -1105730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1105733.500000 Penalty: 2958.612549
	Iteration 95Q: 3 clusters Score -1105734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1105736.250000 Penalty: 2958.612549
	Iteration 96Q: 3 clusters Score -1105736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1105740.375000 Penalty: 2958.612549
	Iteration 97Q: 3 clusters Score -1105740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1105741.500000 Penalty: 2958.612549
	Iteration 98Q: 3 clusters Score -1105742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1105745.125000 Penalty: 2958.612549
	Iteration 99Q: 3 clusters Score -1105745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1105749.375000 Penalty: 2958.612549
	Iteration 100F: 3 clusters Score -1105749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1105752.375000 Penalty: 2958.612549
	Iteration 101Q: 3 clusters Score -1105752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1105754.750000 Penalty: 2958.612549
	Iteration 102Q: 3 clusters Score -1105755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1105757.375000 Penalty: 2958.612549
	Iteration 103Q: 3 clusters Score -1105757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1105758.250000 Penalty: 2958.612549
	Iteration 104Q: 3 clusters Score -1105758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1105760.250000 Penalty: 2958.612549
	Iteration 105Q: 3 clusters Score -1105760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1105759.500000 Penalty: 2958.612549
	Iteration 106Q: 3 clusters Score -1105760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1105762.125000 Penalty: 2958.612549
	Iteration 107Q: 3 clusters Score -1105762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1105764.000000 Penalty: 2958.612549
	Iteration 108Q: 3 clusters Score -1105764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1105767.250000 Penalty: 2958.612549
	Iteration 109Q: 3 clusters Score -1105767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1105768.375000 Penalty: 2958.612549
	Iteration 110Q: 3 clusters Score -1105768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1105771.125000 Penalty: 2958.612549
	Iteration 111Q: 3 clusters Score -1105771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1105774.000000 Penalty: 2958.612549
	Iteration 112Q: 3 clusters Score -1105774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1105773.500000 Penalty: 2958.612549
	Iteration 113Q: 3 clusters Score -1105774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1105775.875000 Penalty: 2958.612549
	Iteration 114Q: 3 clusters Score -1105776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1105774.000000 Penalty: 2958.612549
	Iteration 115Q: 3 clusters Score -1105774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1105776.125000 Penalty: 2958.612549
	Iteration 116Q: 3 clusters Score -1105776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1105775.125000 Penalty: 2958.612549
	Iteration 117Q: 3 clusters Score -1105775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1105775.375000 Penalty: 2958.612549
	Iteration 118Q: 3 clusters Score -1105775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1105778.250000 Penalty: 2958.612549
	Iteration 119Q: 3 clusters Score -1105778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1105778.375000 Penalty: 2958.612549
	Iteration 120F: 3 clusters Score -1105778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1105779.000000 Penalty: 2958.612549
	Iteration 121Q: 3 clusters Score -1105779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1105779.000000 Penalty: 2958.612549
	Iteration 122F: 3 clusters Score -1105779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -769189.937500 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -769189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -764445.937500 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -764445.9 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -765814.562500 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -765814.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -766030.000000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -766030 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -766206.250000 Penalty: 2839.932617
	Iteration 3F: 3 clusters Score -766206.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -766374.812500 Penalty: 2839.932617
	Iteration 4F: 3 clusters Score -766374.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -766552.437500 Penalty: 2839.932617
	Iteration 5Q: 3 clusters Score -766552.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -766743.187500 Penalty: 2839.932617
	Iteration 6Q: 3 clusters Score -766743.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -766963.562500 Penalty: 2839.932617
	Iteration 7Q: 3 clusters Score -766963.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -767171.562500 Penalty: 2839.932617
	Iteration 8Q: 3 clusters Score -767171.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -767358.125000 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -767358.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -767509.875000 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -767509.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -767640.562500 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -767640.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -767742.125000 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -767742.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -767833.562500 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -767833.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -767885.875000 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -767885.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -767920.000000 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -767920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -767953.312500 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -767953.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -767973.437500 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -767973.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -767996.312500 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -767996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -768026.812500 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -768026.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -768057.062500 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -768057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -768081.750000 Penalty: 2839.932617
	Iteration 21Q: 3 clusters Score -768081.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -768099.187500 Penalty: 2839.932617
	Iteration 22Q: 3 clusters Score -768099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -768113.812500 Penalty: 2839.932617
	Iteration 23Q: 3 clusters Score -768113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -768129.437500 Penalty: 2839.932617
	Iteration 24Q: 3 clusters Score -768129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -768138.375000 Penalty: 2839.932617
	Iteration 25Q: 3 clusters Score -768138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -768147.687500 Penalty: 2839.932617
	Iteration 26Q: 3 clusters Score -768147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -768151.187500 Penalty: 2839.932617
	Iteration 27Q: 3 clusters Score -768151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -768151.625000 Penalty: 2839.932617
	Iteration 28Q: 3 clusters Score -768151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -768151.312500 Penalty: 2839.932617
	Iteration 29Q: 3 clusters Score -768151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -768151.312500 Penalty: 2839.932617
	Iteration 30F: 3 clusters Score -768151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -156253.531250 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -156253.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -154618.187500 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -154618.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -154949.031250 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -154949 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155060.312500 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -155060.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155121.250000 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -155121.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -155165.953125 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -155166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155189.578125 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -155189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155206.000000 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -155206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155219.062500 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -155219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155230.843750 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -155230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155241.406250 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -155241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -155248.859375 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -155248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -155254.718750 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -155254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155257.109375 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -155257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -155257.906250 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -155257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -155257.906250 Penalty: 2345.430664
	Iteration 14F: 3 clusters Score -155257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Entering Unmasked Estep 
Score: -1433656.875000 Penalty: 1529.631714
	Iteration 0F: 2 clusters Score -1433657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1425068.250000 Penalty: 3059.263428
	Iteration 0F: 3 clusters Score -1425068 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1427852.500000 Penalty: 3059.263428
	Iteration 1F: 3 clusters Score -1427852 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1428046.250000 Penalty: 3059.263428
	Iteration 2F: 3 clusters Score -1428046 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1428188.375000 Penalty: 3059.263428
	Iteration 3Q: 3 clusters Score -1428188 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1428285.125000 Penalty: 3059.263428
	Iteration 4Q: 3 clusters Score -1428285 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1428384.125000 Penalty: 3059.263428
	Iteration 5Q: 3 clusters Score -1428384 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1428486.750000 Penalty: 3059.263428
	Iteration 6Q: 3 clusters Score -1428487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1428583.000000 Penalty: 3059.263428
	Iteration 7Q: 3 clusters Score -1428583 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1428703.375000 Penalty: 3059.263428
	Iteration 8Q: 3 clusters Score -1428703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1428855.125000 Penalty: 3059.263428
	Iteration 9Q: 3 clusters Score -1428855 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1429038.500000 Penalty: 3059.263428
	Iteration 10Q: 3 clusters Score -1429038 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1429288.125000 Penalty: 3059.263428
	Iteration 11Q: 3 clusters Score -1429288 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1429641.000000 Penalty: 3059.263428
	Iteration 12Q: 3 clusters Score -1429641 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1430116.000000 Penalty: 3059.263428
	Iteration 13F: 3 clusters Score -1430116 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1430640.625000 Penalty: 3059.263428
	Iteration 14F: 3 clusters Score -1430641 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1431162.125000 Penalty: 3059.263428
	Iteration 15F: 3 clusters Score -1431162 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1431642.250000 Penalty: 3059.263428
	Iteration 16Q: 3 clusters Score -1431642 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1431975.875000 Penalty: 3059.263428
	Iteration 17Q: 3 clusters Score -1431976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1432158.250000 Penalty: 3059.263428
	Iteration 18Q: 3 clusters Score -1432158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1432246.375000 Penalty: 3059.263428
	Iteration 19Q: 3 clusters Score -1432246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1432300.500000 Penalty: 3059.263428
	Iteration 20F: 3 clusters Score -1432300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1432329.625000 Penalty: 3059.263428
	Iteration 21Q: 3 clusters Score -1432330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1432347.750000 Penalty: 3059.263428
	Iteration 22Q: 3 clusters Score -1432348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1432354.000000 Penalty: 3059.263428
	Iteration 23Q: 3 clusters Score -1432354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1432356.375000 Penalty: 3059.263428
	Iteration 24Q: 3 clusters Score -1432356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1432358.875000 Penalty: 3059.263428
	Iteration 25Q: 3 clusters Score -1432359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1432360.250000 Penalty: 3059.263428
	Iteration 26Q: 3 clusters Score -1432360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1432360.250000 Penalty: 3059.263428
	Iteration 27F: 3 clusters Score -1432360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 127 members 
Entering Unmasked Estep 
Score: -42849.996094 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42939.937500 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42939.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42959.859375 Penalty: 1861.225464
	Iteration 2Q: 3 clusters Score -42959.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -42967.089844 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -42967.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42972.867188 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -42972.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42978.078125 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -42978.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -42980.867188 Penalty: 1861.225464
	Iteration 6Q: 3 clusters Score -42980.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -42984.257812 Penalty: 1861.225464
	Iteration 7Q: 3 clusters Score -42984.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -42984.257812 Penalty: 1861.225464
	Iteration 8F: 3 clusters Score -42984.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -2482343.250000 Penalty: 1613.748901
	Iteration 0F: 2 clusters Score -2482343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2468310.000000 Penalty: 3227.497803
	Iteration 0F: 3 clusters Score -2468310 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2473434.250000 Penalty: 3227.497803
	Iteration 1F: 3 clusters Score -2473434 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2473806.000000 Penalty: 3227.497803
	Iteration 2Q: 3 clusters Score -2473806 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2474183.750000 Penalty: 3227.497803
	Iteration 3Q: 3 clusters Score -2474184 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2474620.750000 Penalty: 3227.497803
	Iteration 4Q: 3 clusters Score -2474621 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2475093.750000 Penalty: 3227.497803
	Iteration 5Q: 3 clusters Score -2475094 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2475690.250000 Penalty: 3227.497803
	Iteration 6F: 3 clusters Score -2475690 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2476387.000000 Penalty: 3227.497803
	Iteration 7F: 3 clusters Score -2476387 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2477192.250000 Penalty: 3227.497803
	Iteration 8F: 3 clusters Score -2477192 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2478074.000000 Penalty: 3227.497803
	Iteration 9F: 3 clusters Score -2478074 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2479001.000000 Penalty: 3227.497803
	Iteration 10F: 3 clusters Score -2479001 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2479883.500000 Penalty: 3227.497803
	Iteration 11Q: 3 clusters Score -2479884 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2480706.250000 Penalty: 3227.497803
	Iteration 12Q: 3 clusters Score -2480706 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2481439.000000 Penalty: 3227.497803
	Iteration 13Q: 3 clusters Score -2481439 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2482022.750000 Penalty: 3227.497803
	Iteration 14Q: 3 clusters Score -2482023 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2482235.500000 Penalty: 3227.497803
	Iteration 15Q: 3 clusters Score -2482236 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2482320.250000 Penalty: 3227.497803
	Iteration 16Q: 3 clusters Score -2482320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2482351.500000 Penalty: 3227.497803
	Iteration 17Q: 3 clusters Score -2482352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2482364.750000 Penalty: 3227.497803
	Iteration 18Q: 3 clusters Score -2482365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2482368.250000 Penalty: 3227.497803
	Iteration 19Q: 3 clusters Score -2482368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2482374.250000 Penalty: 3227.497803
	Iteration 20F: 3 clusters Score -2482374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2482384.250000 Penalty: 3227.497803
	Iteration 21Q: 3 clusters Score -2482384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2482391.000000 Penalty: 3227.497803
	Iteration 22Q: 3 clusters Score -2482391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2482390.000000 Penalty: 3227.497803
	Iteration 23Q: 3 clusters Score -2482390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2482390.250000 Penalty: 3227.497803
	Iteration 24Q: 3 clusters Score -2482390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2482389.750000 Penalty: 3227.497803
	Iteration 25Q: 3 clusters Score -2482390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2482391.000000 Penalty: 3227.497803
	Iteration 26Q: 3 clusters Score -2482391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2482391.750000 Penalty: 3227.497803
	Iteration 27Q: 3 clusters Score -2482392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2482391.250000 Penalty: 3227.497803
	Iteration 28Q: 3 clusters Score -2482391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2482391.250000 Penalty: 3227.497803
	Iteration 29F: 3 clusters Score -2482391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12248 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 23 contains 8638 members 
Mstep: Class 24 contains 143252 members 
Entering Unmasked Estep 
Score: -29443682.000000 Penalty: 38325.933594
Splitting cluster 20 changes total score from -29443796.000000 to -29443682.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -1060069.000000 Penalty: 1472.888062
	Iteration 0F: 2 clusters Score -1060069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1053779.000000 Penalty: 2945.776123
	Iteration 0F: 3 clusters Score -1053779 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1055737.750000 Penalty: 2945.776123
	Iteration 1F: 3 clusters Score -1055738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1055946.750000 Penalty: 2945.776123
	Iteration 2F: 3 clusters Score -1055947 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1056109.625000 Penalty: 2945.776123
	Iteration 3Q: 3 clusters Score -1056110 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1056239.375000 Penalty: 2945.776123
	Iteration 4Q: 3 clusters Score -1056239 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1056353.250000 Penalty: 2945.776123
	Iteration 5Q: 3 clusters Score -1056353 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1056446.250000 Penalty: 2945.776123
	Iteration 6Q: 3 clusters Score -1056446 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1056531.250000 Penalty: 2945.776123
	Iteration 7Q: 3 clusters Score -1056531 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1056629.500000 Penalty: 2945.776123
	Iteration 8Q: 3 clusters Score -1056630 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1056724.875000 Penalty: 2945.776123
	Iteration 9Q: 3 clusters Score -1056725 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1056817.500000 Penalty: 2945.776123
	Iteration 10Q: 3 clusters Score -1056818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1056909.125000 Penalty: 2945.776123
	Iteration 11Q: 3 clusters Score -1056909 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1057016.000000 Penalty: 2945.776123
	Iteration 12Q: 3 clusters Score -1057016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1057128.375000 Penalty: 2945.776123
	Iteration 13Q: 3 clusters Score -1057128 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1057250.625000 Penalty: 2945.776123
	Iteration 14Q: 3 clusters Score -1057251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1057346.250000 Penalty: 2945.776123
	Iteration 15Q: 3 clusters Score -1057346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1057408.875000 Penalty: 2945.776123
	Iteration 16Q: 3 clusters Score -1057409 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1057461.250000 Penalty: 2945.776123
	Iteration 17Q: 3 clusters Score -1057461 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1057501.125000 Penalty: 2945.776123
	Iteration 18Q: 3 clusters Score -1057501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1057523.125000 Penalty: 2945.776123
	Iteration 19Q: 3 clusters Score -1057523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1057539.125000 Penalty: 2945.776123
	Iteration 20F: 3 clusters Score -1057539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1057551.750000 Penalty: 2945.776123
	Iteration 21Q: 3 clusters Score -1057552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1057565.375000 Penalty: 2945.776123
	Iteration 22Q: 3 clusters Score -1057565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1057577.125000 Penalty: 2945.776123
	Iteration 23Q: 3 clusters Score -1057577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1057593.625000 Penalty: 2945.776123
	Iteration 24Q: 3 clusters Score -1057594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1057610.000000 Penalty: 2945.776123
	Iteration 25Q: 3 clusters Score -1057610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1057626.875000 Penalty: 2945.776123
	Iteration 26Q: 3 clusters Score -1057627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1057644.125000 Penalty: 2945.776123
	Iteration 27Q: 3 clusters Score -1057644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1057667.750000 Penalty: 2945.776123
	Iteration 28Q: 3 clusters Score -1057668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1057694.875000 Penalty: 2945.776123
	Iteration 29Q: 3 clusters Score -1057695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1057717.625000 Penalty: 2945.776123
	Iteration 30Q: 3 clusters Score -1057718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1057737.250000 Penalty: 2945.776123
	Iteration 31Q: 3 clusters Score -1057737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1057767.625000 Penalty: 2945.776123
	Iteration 32Q: 3 clusters Score -1057768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1057803.875000 Penalty: 2945.776123
	Iteration 33Q: 3 clusters Score -1057804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1057832.625000 Penalty: 2945.776123
	Iteration 34Q: 3 clusters Score -1057833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1057867.500000 Penalty: 2945.776123
	Iteration 35Q: 3 clusters Score -1057868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1057896.000000 Penalty: 2945.776123
	Iteration 36Q: 3 clusters Score -1057896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1057929.500000 Penalty: 2945.776123
	Iteration 37Q: 3 clusters Score -1057930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1057962.500000 Penalty: 2945.776123
	Iteration 38Q: 3 clusters Score -1057962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1057983.500000 Penalty: 2945.776123
	Iteration 39Q: 3 clusters Score -1057984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1058011.500000 Penalty: 2945.776123
	Iteration 40F: 3 clusters Score -1058012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1058035.750000 Penalty: 2945.776123
	Iteration 41Q: 3 clusters Score -1058036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1058071.500000 Penalty: 2945.776123
	Iteration 42Q: 3 clusters Score -1058072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1058106.500000 Penalty: 2945.776123
	Iteration 43Q: 3 clusters Score -1058106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1058137.750000 Penalty: 2945.776123
	Iteration 44Q: 3 clusters Score -1058138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1058165.000000 Penalty: 2945.776123
	Iteration 45Q: 3 clusters Score -1058165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1058193.375000 Penalty: 2945.776123
	Iteration 46Q: 3 clusters Score -1058193 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1058228.375000 Penalty: 2945.776123
	Iteration 47Q: 3 clusters Score -1058228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1058263.125000 Penalty: 2945.776123
	Iteration 48Q: 3 clusters Score -1058263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1058290.250000 Penalty: 2945.776123
	Iteration 49Q: 3 clusters Score -1058290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1058326.000000 Penalty: 2945.776123
	Iteration 50Q: 3 clusters Score -1058326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1058365.750000 Penalty: 2945.776123
	Iteration 51Q: 3 clusters Score -1058366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1058411.625000 Penalty: 2945.776123
	Iteration 52Q: 3 clusters Score -1058412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1058458.375000 Penalty: 2945.776123
	Iteration 53Q: 3 clusters Score -1058458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1058488.000000 Penalty: 2945.776123
	Iteration 54Q: 3 clusters Score -1058488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1058517.875000 Penalty: 2945.776123
	Iteration 55Q: 3 clusters Score -1058518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1058565.250000 Penalty: 2945.776123
	Iteration 56Q: 3 clusters Score -1058565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1058596.500000 Penalty: 2945.776123
	Iteration 57Q: 3 clusters Score -1058596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1058632.750000 Penalty: 2945.776123
	Iteration 58Q: 3 clusters Score -1058633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1058653.375000 Penalty: 2945.776123
	Iteration 59Q: 3 clusters Score -1058653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1058665.625000 Penalty: 2945.776123
	Iteration 60F: 3 clusters Score -1058666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1058683.500000 Penalty: 2945.776123
	Iteration 61Q: 3 clusters Score -1058684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1058696.750000 Penalty: 2945.776123
	Iteration 62Q: 3 clusters Score -1058697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1058709.000000 Penalty: 2945.776123
	Iteration 63Q: 3 clusters Score -1058709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1058720.625000 Penalty: 2945.776123
	Iteration 64Q: 3 clusters Score -1058721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1058731.000000 Penalty: 2945.776123
	Iteration 65Q: 3 clusters Score -1058731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1058737.625000 Penalty: 2945.776123
	Iteration 66Q: 3 clusters Score -1058738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1058738.000000 Penalty: 2945.776123
	Iteration 67Q: 3 clusters Score -1058738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1058739.000000 Penalty: 2945.776123
	Iteration 68Q: 3 clusters Score -1058739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1058739.000000 Penalty: 2945.776123
	Iteration 69F: 3 clusters Score -1058739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Entering Unmasked Estep 
Score: -17360842.000000 Penalty: 1929.258545
	Iteration 0F: 2 clusters Score -1.736084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -17270596.000000 Penalty: 3858.517090
	Iteration 0F: 3 clusters Score -1.72706e+07 nChanged 69055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -17311302.000000 Penalty: 3858.517090
	Iteration 1F: 3 clusters Score -1.73113e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -17312602.000000 Penalty: 3858.517090
	Iteration 2Q: 3 clusters Score -1.73126e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -17314714.000000 Penalty: 3858.517090
	Iteration 3Q: 3 clusters Score -1.731471e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -17318476.000000 Penalty: 3858.517090
	Iteration 4Q: 3 clusters Score -1.731848e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -17324258.000000 Penalty: 3858.517090
	Iteration 5F: 3 clusters Score -1.732426e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -17331868.000000 Penalty: 3858.517090
	Iteration 6F: 3 clusters Score -1.733187e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -17339266.000000 Penalty: 3858.517090
	Iteration 7F: 3 clusters Score -1.733927e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -17344468.000000 Penalty: 3858.517090
	Iteration 8Q: 3 clusters Score -1.734447e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -17347436.000000 Penalty: 3858.517090
	Iteration 9Q: 3 clusters Score -1.734744e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -17349236.000000 Penalty: 3858.517090
	Iteration 10Q: 3 clusters Score -1.734924e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -17350240.000000 Penalty: 3858.517090
	Iteration 11Q: 3 clusters Score -1.735024e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129097 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -17350996.000000 Penalty: 3858.517090
	Iteration 12Q: 3 clusters Score -1.7351e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -17351700.000000 Penalty: 3858.517090
	Iteration 13Q: 3 clusters Score -1.73517e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -17352426.000000 Penalty: 3858.517090
	Iteration 14Q: 3 clusters Score -1.735243e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -17353150.000000 Penalty: 3858.517090
	Iteration 15Q: 3 clusters Score -1.735315e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -17353728.000000 Penalty: 3858.517090
	Iteration 16Q: 3 clusters Score -1.735373e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135491 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -17354250.000000 Penalty: 3858.517090
	Iteration 17Q: 3 clusters Score -1.735425e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136522 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -17354858.000000 Penalty: 3858.517090
	Iteration 18Q: 3 clusters Score -1.735486e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -17355388.000000 Penalty: 3858.517090
	Iteration 19Q: 3 clusters Score -1.735539e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -17355766.000000 Penalty: 3858.517090
	Iteration 20F: 3 clusters Score -1.735577e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -17356248.000000 Penalty: 3858.517090
	Iteration 21Q: 3 clusters Score -1.735625e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -17356744.000000 Penalty: 3858.517090
	Iteration 22Q: 3 clusters Score -1.735674e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -17357148.000000 Penalty: 3858.517090
	Iteration 23Q: 3 clusters Score -1.735715e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17357528.000000 Penalty: 3858.517090
	Iteration 24Q: 3 clusters Score -1.735753e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -17357808.000000 Penalty: 3858.517090
	Iteration 25Q: 3 clusters Score -1.735781e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17358100.000000 Penalty: 3858.517090
	Iteration 26Q: 3 clusters Score -1.73581e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -17358290.000000 Penalty: 3858.517090
	Iteration 27Q: 3 clusters Score -1.735829e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17358504.000000 Penalty: 3858.517090
	Iteration 28Q: 3 clusters Score -1.73585e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -17358654.000000 Penalty: 3858.517090
	Iteration 29Q: 3 clusters Score -1.735865e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17358764.000000 Penalty: 3858.517090
	Iteration 30Q: 3 clusters Score -1.735876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17358900.000000 Penalty: 3858.517090
	Iteration 31Q: 3 clusters Score -1.73589e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17358978.000000 Penalty: 3858.517090
	Iteration 32Q: 3 clusters Score -1.735898e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -17359012.000000 Penalty: 3858.517090
	Iteration 33Q: 3 clusters Score -1.735901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17359048.000000 Penalty: 3858.517090
	Iteration 34Q: 3 clusters Score -1.735905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17359052.000000 Penalty: 3858.517090
	Iteration 35Q: 3 clusters Score -1.735905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17359064.000000 Penalty: 3858.517090
	Iteration 36Q: 3 clusters Score -1.735906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17359090.000000 Penalty: 3858.517090
	Iteration 37Q: 3 clusters Score -1.735909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -17359094.000000 Penalty: 3858.517090
	Iteration 38Q: 3 clusters Score -1.735909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17359118.000000 Penalty: 3858.517090
	Iteration 39Q: 3 clusters Score -1.735912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142688 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17359100.000000 Penalty: 3858.517090
	Iteration 40F: 3 clusters Score -1.73591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17359106.000000 Penalty: 3858.517090
	Iteration 41Q: 3 clusters Score -1.735911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17359108.000000 Penalty: 3858.517090
	Iteration 42Q: 3 clusters Score -1.735911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142701 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -17359092.000000 Penalty: 3858.517090
	Iteration 43Q: 3 clusters Score -1.735909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -17359108.000000 Penalty: 3858.517090
	Iteration 44Q: 3 clusters Score -1.735911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17359108.000000 Penalty: 3858.517090
	Iteration 45Q: 3 clusters Score -1.735911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17359104.000000 Penalty: 3858.517090
	Iteration 46Q: 3 clusters Score -1.73591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17359122.000000 Penalty: 3858.517090
	Iteration 47Q: 3 clusters Score -1.735912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -17359140.000000 Penalty: 3858.517090
	Iteration 48Q: 3 clusters Score -1.735914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -17359138.000000 Penalty: 3858.517090
	Iteration 49Q: 3 clusters Score -1.735914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17359132.000000 Penalty: 3858.517090
	Iteration 50Q: 3 clusters Score -1.735913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17359132.000000 Penalty: 3858.517090
	Iteration 51F: 3 clusters Score -1.735913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 6237 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12248 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20553 members 
Mstep: Class 23 contains 8638 members 
Mstep: Class 24 contains 143252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 19 clusters Score -2.944407e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 9604 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 6230 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20531 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 143201 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 19 clusters Score -2.944429e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 4248 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 9799 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9001 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 23 contains 8597 members 
Mstep: Class 24 contains 143133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 19 clusters Score -2.94443e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12028 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 9966 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9002 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20512 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 143051 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 19 clusters Score -2.944435e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 12008 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 10 contains 9025 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12215 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20521 members 
Mstep: Class 23 contains 8570 members 
Mstep: Class 24 contains 142954 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 19 clusters Score -2.944441e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11991 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9024 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20535 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 142861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 19 clusters Score -2.944448e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10300 members 
Mstep: Class 10 contains 9009 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9056 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20536 members 
Mstep: Class 23 contains 8561 members 
Mstep: Class 24 contains 142776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 19 clusters Score -2.944449e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11972 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 10 contains 9001 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9076 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20542 members 
Mstep: Class 23 contains 8554 members 
Mstep: Class 24 contains 142693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 19 clusters Score -2.944459e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11968 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10432 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9090 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20551 members 
Mstep: Class 23 contains 8550 members 
Mstep: Class 24 contains 142639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 19 clusters Score -2.944457e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10487 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9099 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12226 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20570 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 142567 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 19 clusters Score -2.94446e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11956 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10521 members 
Mstep: Class 10 contains 8977 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 12226 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20586 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 142530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29444634.000000 Penalty: 36308.777344
Iteration 209Q: 19 clusters Score -2.944463e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11953 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9102 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20593 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 142493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29444686.000000 Penalty: 36308.777344
Iteration 210Q: 19 clusters Score -2.944469e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9105 members 
Mstep: Class 16 contains 6221 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12229 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 23 contains 8544 members 
Mstep: Class 24 contains 142479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29444724.000000 Penalty: 36308.777344
Iteration 211Q: 19 clusters Score -2.944472e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10590 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12230 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20613 members 
Mstep: Class 23 contains 8541 members 
Mstep: Class 24 contains 142463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29444790.000000 Penalty: 36308.777344
Iteration 212Q: 19 clusters Score -2.944479e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11950 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10604 members 
Mstep: Class 10 contains 8934 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9121 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12230 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20621 members 
Mstep: Class 23 contains 8540 members 
Mstep: Class 24 contains 142448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 19 clusters Score -2.944486e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10585 members 
Mstep: Class 10 contains 8918 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12232 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20645 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 142453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29444976.000000 Penalty: 36308.777344
Iteration 214Q: 19 clusters Score -2.944498e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11951 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 10 contains 8899 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20655 members 
Mstep: Class 23 contains 8521 members 
Mstep: Class 24 contains 142442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445118.000000 Penalty: 36308.777344
Iteration 215Q: 19 clusters Score -2.944512e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10637 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12237 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20671 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 142408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 19 clusters Score -2.944527e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11950 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20679 members 
Mstep: Class 23 contains 8498 members 
Mstep: Class 24 contains 142333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 19 clusters Score -2.944534e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20689 members 
Mstep: Class 23 contains 8483 members 
Mstep: Class 24 contains 142233 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 19 clusters Score -2.944542e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11947 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 10968 members 
Mstep: Class 10 contains 8852 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9125 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20696 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 142124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 19 clusters Score -2.944546e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 10 contains 8848 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12242 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20704 members 
Mstep: Class 23 contains 8471 members 
Mstep: Class 24 contains 142030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 19 clusters Score -2.944545e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11949 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11157 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12243 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 141948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 19 clusters Score -2.944548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11947 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11243 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 6215 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12243 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20720 members 
Mstep: Class 23 contains 8464 members 
Mstep: Class 24 contains 141870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445522.000000 Penalty: 36308.777344
Iteration 222Q: 19 clusters Score -2.944552e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11947 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11312 members 
Mstep: Class 10 contains 8823 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9109 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20727 members 
Mstep: Class 23 contains 8462 members 
Mstep: Class 24 contains 141814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445584.000000 Penalty: 36308.777344
Iteration 223Q: 19 clusters Score -2.944558e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11946 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11367 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9103 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12237 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20734 members 
Mstep: Class 23 contains 8457 members 
Mstep: Class 24 contains 141773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445554.000000 Penalty: 36308.777344
Iteration 224Q: 19 clusters Score -2.944555e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11414 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9096 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20738 members 
Mstep: Class 23 contains 8453 members 
Mstep: Class 24 contains 141744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445616.000000 Penalty: 36308.777344
Iteration 225Q: 19 clusters Score -2.944562e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11939 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11468 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20740 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 141698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445598.000000 Penalty: 36308.777344
Iteration 226Q: 19 clusters Score -2.94456e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9090 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20738 members 
Mstep: Class 23 contains 8450 members 
Mstep: Class 24 contains 141654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445630.000000 Penalty: 36308.777344
Iteration 227Q: 19 clusters Score -2.944563e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11558 members 
Mstep: Class 10 contains 8807 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 141606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445630.000000 Penalty: 36308.777344
Iteration 228Q: 19 clusters Score -2.944563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11597 members 
Mstep: Class 10 contains 8806 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 141566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445676.000000 Penalty: 36308.777344
Iteration 229Q: 19 clusters Score -2.944568e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11936 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 10 contains 8805 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9088 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20755 members 
Mstep: Class 23 contains 8450 members 
Mstep: Class 24 contains 141513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445676.000000 Penalty: 36308.777344
Iteration 230Q: 19 clusters Score -2.944568e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11934 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12234 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20757 members 
Mstep: Class 23 contains 8449 members 
Mstep: Class 24 contains 141477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445652.000000 Penalty: 36308.777344
Iteration 231Q: 19 clusters Score -2.944565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20757 members 
Mstep: Class 23 contains 8450 members 
Mstep: Class 24 contains 141440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445698.000000 Penalty: 36308.777344
Iteration 232Q: 19 clusters Score -2.94457e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11930 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11782 members 
Mstep: Class 10 contains 8802 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9085 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20756 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 141403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445694.000000 Penalty: 36308.777344
Iteration 233Q: 19 clusters Score -2.944569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11824 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12234 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20757 members 
Mstep: Class 23 contains 8448 members 
Mstep: Class 24 contains 141371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445718.000000 Penalty: 36308.777344
Iteration 234Q: 19 clusters Score -2.944572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11856 members 
Mstep: Class 10 contains 8796 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20758 members 
Mstep: Class 23 contains 8447 members 
Mstep: Class 24 contains 141351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445728.000000 Penalty: 36308.777344
Iteration 235Q: 19 clusters Score -2.944573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9080 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20760 members 
Mstep: Class 23 contains 8444 members 
Mstep: Class 24 contains 141331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445726.000000 Penalty: 36308.777344
Iteration 236Q: 19 clusters Score -2.944573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11900 members 
Mstep: Class 10 contains 8793 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20762 members 
Mstep: Class 23 contains 8443 members 
Mstep: Class 24 contains 141311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445730.000000 Penalty: 36308.777344
Iteration 237Q: 19 clusters Score -2.944573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11927 members 
Mstep: Class 10 contains 8790 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12234 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20765 members 
Mstep: Class 23 contains 8438 members 
Mstep: Class 24 contains 141292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445768.000000 Penalty: 36308.777344
Iteration 238Q: 19 clusters Score -2.944577e+07 nChanged 44
Entering ConstructFrom: 
Score: -29445768.000000 Penalty: 36308.777344
Entering ConstructFrom: 
Trying to split cluster 1 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -211394.843750 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -211394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209457.781250 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -209457.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209861.296875 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -209861.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209924.562500 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -209924.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -209959.031250 Penalty: 2431.322510
	Iteration 3Q: 3 clusters Score -209959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209982.203125 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -209982.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209997.953125 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -209998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -210010.421875 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -210010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -210023.250000 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -210023.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210034.968750 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -210035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210045.140625 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -210045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210054.484375 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -210054.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210062.765625 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -210062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210069.078125 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -210069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210071.281250 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -210071.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210075.734375 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -210075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210077.750000 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -210077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -210080.859375 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -210080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210084.343750 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -210084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -210087.625000 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -210087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -210091.781250 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -210091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -210099.890625 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -210099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -210107.109375 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -210107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -210114.859375 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -210114.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -210126.296875 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -210126.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -210139.812500 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -210139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -210148.796875 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -210148.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -210156.828125 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -210156.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210163.421875 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -210163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210167.921875 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -210167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -210169.828125 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -210169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -210171.484375 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -210171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -210172.890625 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -210172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -210172.890625 Penalty: 2431.322510
	Iteration 32F: 3 clusters Score -210172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16508.376953 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16508.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16542.560547 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -16542.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16567.675781 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -16567.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16582.664062 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -16582.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16582.664062 Penalty: 1536.401123
	Iteration 4F: 3 clusters Score -16582.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1469528.500000 Penalty: 1525.261475
	Iteration 0F: 2 clusters Score -1469528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1461129.875000 Penalty: 3050.522949
	Iteration 0F: 3 clusters Score -1461130 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1463879.500000 Penalty: 3050.522949
	Iteration 1F: 3 clusters Score -1463880 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1464135.625000 Penalty: 3050.522949
	Iteration 2F: 3 clusters Score -1464136 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1464382.375000 Penalty: 3050.522949
	Iteration 3Q: 3 clusters Score -1464382 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1464618.000000 Penalty: 3050.522949
	Iteration 4Q: 3 clusters Score -1464618 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1464805.375000 Penalty: 3050.522949
	Iteration 5Q: 3 clusters Score -1464805 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1464987.500000 Penalty: 3050.522949
	Iteration 6Q: 3 clusters Score -1464988 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1465157.625000 Penalty: 3050.522949
	Iteration 7Q: 3 clusters Score -1465158 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1465359.500000 Penalty: 3050.522949
	Iteration 8Q: 3 clusters Score -1465360 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1465560.750000 Penalty: 3050.522949
	Iteration 9Q: 3 clusters Score -1465561 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1465769.750000 Penalty: 3050.522949
	Iteration 10Q: 3 clusters Score -1465770 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1466015.625000 Penalty: 3050.522949
	Iteration 11Q: 3 clusters Score -1466016 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1466287.625000 Penalty: 3050.522949
	Iteration 12Q: 3 clusters Score -1466288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1466551.250000 Penalty: 3050.522949
	Iteration 13Q: 3 clusters Score -1466551 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1466790.750000 Penalty: 3050.522949
	Iteration 14Q: 3 clusters Score -1466791 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1466978.250000 Penalty: 3050.522949
	Iteration 15Q: 3 clusters Score -1466978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1467094.625000 Penalty: 3050.522949
	Iteration 16Q: 3 clusters Score -1467095 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1467165.375000 Penalty: 3050.522949
	Iteration 17Q: 3 clusters Score -1467165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1467207.375000 Penalty: 3050.522949
	Iteration 18Q: 3 clusters Score -1467207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1467245.500000 Penalty: 3050.522949
	Iteration 19Q: 3 clusters Score -1467246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1467268.250000 Penalty: 3050.522949
	Iteration 20F: 3 clusters Score -1467268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1467288.750000 Penalty: 3050.522949
	Iteration 21Q: 3 clusters Score -1467289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1467309.250000 Penalty: 3050.522949
	Iteration 22Q: 3 clusters Score -1467309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1467330.750000 Penalty: 3050.522949
	Iteration 23Q: 3 clusters Score -1467331 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1467350.000000 Penalty: 3050.522949
	Iteration 24Q: 3 clusters Score -1467350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1467379.500000 Penalty: 3050.522949
	Iteration 25Q: 3 clusters Score -1467380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1467413.125000 Penalty: 3050.522949
	Iteration 26Q: 3 clusters Score -1467413 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1467438.000000 Penalty: 3050.522949
	Iteration 27Q: 3 clusters Score -1467438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1467466.750000 Penalty: 3050.522949
	Iteration 28Q: 3 clusters Score -1467467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1467496.625000 Penalty: 3050.522949
	Iteration 29Q: 3 clusters Score -1467497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1467519.625000 Penalty: 3050.522949
	Iteration 30Q: 3 clusters Score -1467520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1467543.125000 Penalty: 3050.522949
	Iteration 31Q: 3 clusters Score -1467543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1467553.750000 Penalty: 3050.522949
	Iteration 32Q: 3 clusters Score -1467554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1467563.500000 Penalty: 3050.522949
	Iteration 33Q: 3 clusters Score -1467564 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1467582.125000 Penalty: 3050.522949
	Iteration 34Q: 3 clusters Score -1467582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1467588.750000 Penalty: 3050.522949
	Iteration 35Q: 3 clusters Score -1467589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1467600.250000 Penalty: 3050.522949
	Iteration 36Q: 3 clusters Score -1467600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1467614.625000 Penalty: 3050.522949
	Iteration 37Q: 3 clusters Score -1467615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1467639.250000 Penalty: 3050.522949
	Iteration 38Q: 3 clusters Score -1467639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1467647.125000 Penalty: 3050.522949
	Iteration 39Q: 3 clusters Score -1467647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1467669.000000 Penalty: 3050.522949
	Iteration 40F: 3 clusters Score -1467669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1467685.125000 Penalty: 3050.522949
	Iteration 41Q: 3 clusters Score -1467685 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1467714.250000 Penalty: 3050.522949
	Iteration 42Q: 3 clusters Score -1467714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1467745.125000 Penalty: 3050.522949
	Iteration 43Q: 3 clusters Score -1467745 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1467767.125000 Penalty: 3050.522949
	Iteration 44Q: 3 clusters Score -1467767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1467791.000000 Penalty: 3050.522949
	Iteration 45Q: 3 clusters Score -1467791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1467819.000000 Penalty: 3050.522949
	Iteration 46Q: 3 clusters Score -1467819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1467841.750000 Penalty: 3050.522949
	Iteration 47Q: 3 clusters Score -1467842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1467863.625000 Penalty: 3050.522949
	Iteration 48Q: 3 clusters Score -1467864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1467878.625000 Penalty: 3050.522949
	Iteration 49Q: 3 clusters Score -1467879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1467899.375000 Penalty: 3050.522949
	Iteration 50Q: 3 clusters Score -1467899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1467921.875000 Penalty: 3050.522949
	Iteration 51Q: 3 clusters Score -1467922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1467943.375000 Penalty: 3050.522949
	Iteration 52Q: 3 clusters Score -1467943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1467968.250000 Penalty: 3050.522949
	Iteration 53Q: 3 clusters Score -1467968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1467988.500000 Penalty: 3050.522949
	Iteration 54Q: 3 clusters Score -1467988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1468012.250000 Penalty: 3050.522949
	Iteration 55Q: 3 clusters Score -1468012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1468033.250000 Penalty: 3050.522949
	Iteration 56Q: 3 clusters Score -1468033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1468054.750000 Penalty: 3050.522949
	Iteration 57Q: 3 clusters Score -1468055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1468086.000000 Penalty: 3050.522949
	Iteration 58Q: 3 clusters Score -1468086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1468106.875000 Penalty: 3050.522949
	Iteration 59Q: 3 clusters Score -1468107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1468125.250000 Penalty: 3050.522949
	Iteration 60F: 3 clusters Score -1468125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1468136.250000 Penalty: 3050.522949
	Iteration 61Q: 3 clusters Score -1468136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1468145.000000 Penalty: 3050.522949
	Iteration 62Q: 3 clusters Score -1468145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1468160.000000 Penalty: 3050.522949
	Iteration 63Q: 3 clusters Score -1468160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1468170.125000 Penalty: 3050.522949
	Iteration 64Q: 3 clusters Score -1468170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1468181.000000 Penalty: 3050.522949
	Iteration 65Q: 3 clusters Score -1468181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1468190.125000 Penalty: 3050.522949
	Iteration 66Q: 3 clusters Score -1468190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1468202.125000 Penalty: 3050.522949
	Iteration 67Q: 3 clusters Score -1468202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1468216.000000 Penalty: 3050.522949
	Iteration 68Q: 3 clusters Score -1468216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1468230.375000 Penalty: 3050.522949
	Iteration 69Q: 3 clusters Score -1468230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1468253.375000 Penalty: 3050.522949
	Iteration 70Q: 3 clusters Score -1468253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1468277.750000 Penalty: 3050.522949
	Iteration 71Q: 3 clusters Score -1468278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1468301.250000 Penalty: 3050.522949
	Iteration 72Q: 3 clusters Score -1468301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1468324.125000 Penalty: 3050.522949
	Iteration 73Q: 3 clusters Score -1468324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1468338.500000 Penalty: 3050.522949
	Iteration 74Q: 3 clusters Score -1468338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1468351.250000 Penalty: 3050.522949
	Iteration 75Q: 3 clusters Score -1468351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1468369.125000 Penalty: 3050.522949
	Iteration 76Q: 3 clusters Score -1468369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1468384.375000 Penalty: 3050.522949
	Iteration 77Q: 3 clusters Score -1468384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1468397.625000 Penalty: 3050.522949
	Iteration 78Q: 3 clusters Score -1468398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1468403.875000 Penalty: 3050.522949
	Iteration 79Q: 3 clusters Score -1468404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1468412.375000 Penalty: 3050.522949
	Iteration 80F: 3 clusters Score -1468412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1468415.250000 Penalty: 3050.522949
	Iteration 81Q: 3 clusters Score -1468415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1468418.250000 Penalty: 3050.522949
	Iteration 82Q: 3 clusters Score -1468418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1468417.250000 Penalty: 3050.522949
	Iteration 83Q: 3 clusters Score -1468417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1468422.750000 Penalty: 3050.522949
	Iteration 84Q: 3 clusters Score -1468423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1468426.000000 Penalty: 3050.522949
	Iteration 85Q: 3 clusters Score -1468426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1468430.750000 Penalty: 3050.522949
	Iteration 86Q: 3 clusters Score -1468431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1468434.625000 Penalty: 3050.522949
	Iteration 87Q: 3 clusters Score -1468435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1468435.750000 Penalty: 3050.522949
	Iteration 88Q: 3 clusters Score -1468436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1468435.750000 Penalty: 3050.522949
	Iteration 89F: 3 clusters Score -1468436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -255923.218750 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -255923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -253806.031250 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -253806 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -254280.968750 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -254281 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -254408.453125 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -254408.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -254517.671875 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -254517.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -254600.093750 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -254600.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -254662.312500 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -254662.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -254710.640625 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -254710.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254752.328125 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -254752.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -254784.578125 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -254784.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -254805.875000 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -254805.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254822.140625 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -254822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254836.421875 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -254836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254848.703125 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -254848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254854.968750 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -254855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254861.437500 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -254861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254867.796875 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -254867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -254870.968750 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -254871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254871.937500 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -254871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254872.468750 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -254872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254874.500000 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -254874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254876.218750 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -254876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -254877.718750 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -254877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -254880.609375 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -254880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -254883.484375 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -254883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -254885.640625 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -254885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -254889.031250 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -254889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -254894.437500 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -254894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -254898.187500 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -254898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -254901.781250 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -254901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -254904.890625 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -254904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -254907.796875 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -254907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -254909.468750 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -254909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254911.531250 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -254911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254913.406250 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -254913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -254916.437500 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -254916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254922.921875 Penalty: 2493.040771
	Iteration 35Q: 3 clusters Score -254922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254930.218750 Penalty: 2493.040771
	Iteration 36Q: 3 clusters Score -254930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -254933.656250 Penalty: 2493.040771
	Iteration 37Q: 3 clusters Score -254933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -254936.421875 Penalty: 2493.040771
	Iteration 38Q: 3 clusters Score -254936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -254938.468750 Penalty: 2493.040771
	Iteration 39Q: 3 clusters Score -254938.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -254939.515625 Penalty: 2493.040771
	Iteration 40F: 3 clusters Score -254939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254941.390625 Penalty: 2493.040771
	Iteration 41Q: 3 clusters Score -254941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254942.218750 Penalty: 2493.040771
	Iteration 42Q: 3 clusters Score -254942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -254943.468750 Penalty: 2493.040771
	Iteration 43Q: 3 clusters Score -254943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -254943.968750 Penalty: 2493.040771
	Iteration 44Q: 3 clusters Score -254944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -254944.765625 Penalty: 2493.040771
	Iteration 45Q: 3 clusters Score -254944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -254945.265625 Penalty: 2493.040771
	Iteration 46Q: 3 clusters Score -254945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -254945.906250 Penalty: 2493.040771
	Iteration 47Q: 3 clusters Score -254945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -254946.796875 Penalty: 2493.040771
	Iteration 48Q: 3 clusters Score -254946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254948.250000 Penalty: 2493.040771
	Iteration 49Q: 3 clusters Score -254948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -254949.515625 Penalty: 2493.040771
	Iteration 50Q: 3 clusters Score -254949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -254949.921875 Penalty: 2493.040771
	Iteration 51Q: 3 clusters Score -254949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -254950.453125 Penalty: 2493.040771
	Iteration 52Q: 3 clusters Score -254950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -254950.671875 Penalty: 2493.040771
	Iteration 53Q: 3 clusters Score -254950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -254950.671875 Penalty: 2493.040771
	Iteration 54F: 3 clusters Score -254950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -517241.750000 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -517241.8 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 2083 members 
Entering Unmasked Estep 
Score: -513718.593750 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -513718.6 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -514662.968750 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -514663 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -514835.187500 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -514835.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -514925.781250 Penalty: 2712.272949
	Iteration 3Q: 3 clusters Score -514925.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -515015.468750 Penalty: 2712.272949
	Iteration 4Q: 3 clusters Score -515015.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -515092.312500 Penalty: 2712.272949
	Iteration 5Q: 3 clusters Score -515092.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -515167.093750 Penalty: 2712.272949
	Iteration 6Q: 3 clusters Score -515167.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -515233.156250 Penalty: 2712.272949
	Iteration 7Q: 3 clusters Score -515233.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -515299.500000 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -515299.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -515357.562500 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -515357.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -515410.843750 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -515410.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -515471.093750 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -515471.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -515540.156250 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -515540.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -515607.125000 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -515607.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -515665.968750 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -515666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -515718.125000 Penalty: 2712.272949
	Iteration 15Q: 3 clusters Score -515718.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -515775.406250 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -515775.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -515828.937500 Penalty: 2712.272949
	Iteration 17Q: 3 clusters Score -515828.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -515878.937500 Penalty: 2712.272949
	Iteration 18Q: 3 clusters Score -515878.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -515927.156250 Penalty: 2712.272949
	Iteration 19Q: 3 clusters Score -515927.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -515956.656250 Penalty: 2712.272949
	Iteration 20F: 3 clusters Score -515956.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -515974.843750 Penalty: 2712.272949
	Iteration 21Q: 3 clusters Score -515974.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -515990.093750 Penalty: 2712.272949
	Iteration 22Q: 3 clusters Score -515990.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -516004.437500 Penalty: 2712.272949
	Iteration 23Q: 3 clusters Score -516004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -516016.843750 Penalty: 2712.272949
	Iteration 24Q: 3 clusters Score -516016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -516025.781250 Penalty: 2712.272949
	Iteration 25Q: 3 clusters Score -516025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -516037.343750 Penalty: 2712.272949
	Iteration 26Q: 3 clusters Score -516037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -516048.156250 Penalty: 2712.272949
	Iteration 27Q: 3 clusters Score -516048.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -516060.375000 Penalty: 2712.272949
	Iteration 28Q: 3 clusters Score -516060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -516071.531250 Penalty: 2712.272949
	Iteration 29Q: 3 clusters Score -516071.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -516079.437500 Penalty: 2712.272949
	Iteration 30Q: 3 clusters Score -516079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -516092.156250 Penalty: 2712.272949
	Iteration 31Q: 3 clusters Score -516092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -516096.093750 Penalty: 2712.272949
	Iteration 32Q: 3 clusters Score -516096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -516096.968750 Penalty: 2712.272949
	Iteration 33Q: 3 clusters Score -516097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -516099.593750 Penalty: 2712.272949
	Iteration 34Q: 3 clusters Score -516099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -516099.593750 Penalty: 2712.272949
	Iteration 35F: 3 clusters Score -516099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -384934.125000 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -384934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -382045.562500 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -382045.6 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -382711.343750 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -382711.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -382815.531250 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -382815.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -382890.937500 Penalty: 2628.483154
	Iteration 3Q: 3 clusters Score -382890.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -382943.656250 Penalty: 2628.483154
	Iteration 4Q: 3 clusters Score -382943.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -382990.062500 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -382990.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -383025.000000 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -383025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -383049.187500 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -383049.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -383081.781250 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -383081.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -383115.625000 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -383115.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -383138.031250 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -383138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -383154.125000 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -383154.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383167.062500 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -383167.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -383178.187500 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -383178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -383185.750000 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -383185.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -383190.937500 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -383190.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -383199.218750 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -383199.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383208.093750 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -383208.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -383217.625000 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -383217.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -383231.125000 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -383231.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -383240.281250 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -383240.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -383250.656250 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -383250.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -383257.906250 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -383257.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -383264.281250 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -383264.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -383270.406250 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -383270.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -383278.343750 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -383278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383285.375000 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -383285.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -383291.656250 Penalty: 2628.483154
	Iteration 27Q: 3 clusters Score -383291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383301.250000 Penalty: 2628.483154
	Iteration 28Q: 3 clusters Score -383301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383308.562500 Penalty: 2628.483154
	Iteration 29Q: 3 clusters Score -383308.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383319.875000 Penalty: 2628.483154
	Iteration 30Q: 3 clusters Score -383319.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -383331.937500 Penalty: 2628.483154
	Iteration 31Q: 3 clusters Score -383331.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -383345.656250 Penalty: 2628.483154
	Iteration 32Q: 3 clusters Score -383345.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -383367.000000 Penalty: 2628.483154
	Iteration 33Q: 3 clusters Score -383367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -383391.656250 Penalty: 2628.483154
	Iteration 34Q: 3 clusters Score -383391.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -383418.125000 Penalty: 2628.483154
	Iteration 35Q: 3 clusters Score -383418.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -383448.656250 Penalty: 2628.483154
	Iteration 36Q: 3 clusters Score -383448.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -383484.781250 Penalty: 2628.483154
	Iteration 37Q: 3 clusters Score -383484.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -383526.500000 Penalty: 2628.483154
	Iteration 38Q: 3 clusters Score -383526.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -383571.093750 Penalty: 2628.483154
	Iteration 39Q: 3 clusters Score -383571.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -383622.062500 Penalty: 2628.483154
	Iteration 40F: 3 clusters Score -383622.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -383673.062500 Penalty: 2628.483154
	Iteration 41Q: 3 clusters Score -383673.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -383741.375000 Penalty: 2628.483154
	Iteration 42Q: 3 clusters Score -383741.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -383799.281250 Penalty: 2628.483154
	Iteration 43Q: 3 clusters Score -383799.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383835.218750 Penalty: 2628.483154
	Iteration 44Q: 3 clusters Score -383835.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -383861.156250 Penalty: 2628.483154
	Iteration 45Q: 3 clusters Score -383861.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -383881.781250 Penalty: 2628.483154
	Iteration 46Q: 3 clusters Score -383881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -383904.500000 Penalty: 2628.483154
	Iteration 47Q: 3 clusters Score -383904.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -383940.312500 Penalty: 2628.483154
	Iteration 48Q: 3 clusters Score -383940.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -383973.156250 Penalty: 2628.483154
	Iteration 49Q: 3 clusters Score -383973.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -384021.187500 Penalty: 2628.483154
	Iteration 50Q: 3 clusters Score -384021.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -384091.250000 Penalty: 2628.483154
	Iteration 51Q: 3 clusters Score -384091.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -384161.968750 Penalty: 2628.483154
	Iteration 52Q: 3 clusters Score -384162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -384236.937500 Penalty: 2628.483154
	Iteration 53Q: 3 clusters Score -384236.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -384281.406250 Penalty: 2628.483154
	Iteration 54Q: 3 clusters Score -384281.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -384296.843750 Penalty: 2628.483154
	Iteration 55Q: 3 clusters Score -384296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -384301.406250 Penalty: 2628.483154
	Iteration 56Q: 3 clusters Score -384301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -384305.437500 Penalty: 2628.483154
	Iteration 57Q: 3 clusters Score -384305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -384307.593750 Penalty: 2628.483154
	Iteration 58Q: 3 clusters Score -384307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -384308.875000 Penalty: 2628.483154
	Iteration 59Q: 3 clusters Score -384308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -384308.437500 Penalty: 2628.483154
	Iteration 60F: 3 clusters Score -384308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -205795.234375 Penalty: 1221.773682
	Iteration 0F: 2 clusters Score -205795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -203824.078125 Penalty: 2443.547363
	Iteration 0F: 3 clusters Score -203824.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -204277.796875 Penalty: 2443.547363
	Iteration 1F: 3 clusters Score -204277.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204388.843750 Penalty: 2443.547363
	Iteration 2F: 3 clusters Score -204388.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -204435.531250 Penalty: 2443.547363
	Iteration 3Q: 3 clusters Score -204435.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204471.593750 Penalty: 2443.547363
	Iteration 4Q: 3 clusters Score -204471.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204504.812500 Penalty: 2443.547363
	Iteration 5Q: 3 clusters Score -204504.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -204543.578125 Penalty: 2443.547363
	Iteration 6Q: 3 clusters Score -204543.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204564.281250 Penalty: 2443.547363
	Iteration 7Q: 3 clusters Score -204564.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204587.531250 Penalty: 2443.547363
	Iteration 8Q: 3 clusters Score -204587.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204606.906250 Penalty: 2443.547363
	Iteration 9Q: 3 clusters Score -204606.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204624.968750 Penalty: 2443.547363
	Iteration 10Q: 3 clusters Score -204625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204639.906250 Penalty: 2443.547363
	Iteration 11Q: 3 clusters Score -204639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -204650.843750 Penalty: 2443.547363
	Iteration 12Q: 3 clusters Score -204650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204663.109375 Penalty: 2443.547363
	Iteration 13Q: 3 clusters Score -204663.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -204678.484375 Penalty: 2443.547363
	Iteration 14Q: 3 clusters Score -204678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -204691.468750 Penalty: 2443.547363
	Iteration 15Q: 3 clusters Score -204691.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -204701.265625 Penalty: 2443.547363
	Iteration 16Q: 3 clusters Score -204701.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -204710.656250 Penalty: 2443.547363
	Iteration 17Q: 3 clusters Score -204710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -204720.437500 Penalty: 2443.547363
	Iteration 18Q: 3 clusters Score -204720.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -204733.875000 Penalty: 2443.547363
	Iteration 19Q: 3 clusters Score -204733.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -204744.062500 Penalty: 2443.547363
	Iteration 20F: 3 clusters Score -204744.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -204756.562500 Penalty: 2443.547363
	Iteration 21Q: 3 clusters Score -204756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -204768.156250 Penalty: 2443.547363
	Iteration 22Q: 3 clusters Score -204768.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204782.421875 Penalty: 2443.547363
	Iteration 23Q: 3 clusters Score -204782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -204798.968750 Penalty: 2443.547363
	Iteration 24Q: 3 clusters Score -204799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -204809.031250 Penalty: 2443.547363
	Iteration 25Q: 3 clusters Score -204809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -204817.453125 Penalty: 2443.547363
	Iteration 26Q: 3 clusters Score -204817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -204823.406250 Penalty: 2443.547363
	Iteration 27Q: 3 clusters Score -204823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -204833.062500 Penalty: 2443.547363
	Iteration 28Q: 3 clusters Score -204833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -204840.250000 Penalty: 2443.547363
	Iteration 29Q: 3 clusters Score -204840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -204851.984375 Penalty: 2443.547363
	Iteration 30Q: 3 clusters Score -204852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -204857.750000 Penalty: 2443.547363
	Iteration 31Q: 3 clusters Score -204857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -204863.015625 Penalty: 2443.547363
	Iteration 32Q: 3 clusters Score -204863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -204868.437500 Penalty: 2443.547363
	Iteration 33Q: 3 clusters Score -204868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -204872.031250 Penalty: 2443.547363
	Iteration 34Q: 3 clusters Score -204872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -204874.828125 Penalty: 2443.547363
	Iteration 35Q: 3 clusters Score -204874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -204878.484375 Penalty: 2443.547363
	Iteration 36Q: 3 clusters Score -204878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -204880.140625 Penalty: 2443.547363
	Iteration 37Q: 3 clusters Score -204880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -204883.359375 Penalty: 2443.547363
	Iteration 38Q: 3 clusters Score -204883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -204883.812500 Penalty: 2443.547363
	Iteration 39Q: 3 clusters Score -204883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -204883.812500 Penalty: 2443.547363
	Iteration 40F: 3 clusters Score -204883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1508123.750000 Penalty: 1525.615479
	Iteration 0F: 2 clusters Score -1508124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1499125.125000 Penalty: 3051.230957
	Iteration 0F: 3 clusters Score -1499125 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1502024.875000 Penalty: 3051.230957
	Iteration 1F: 3 clusters Score -1502025 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1502306.625000 Penalty: 3051.230957
	Iteration 2F: 3 clusters Score -1502307 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1502529.875000 Penalty: 3051.230957
	Iteration 3F: 3 clusters Score -1502530 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1502726.250000 Penalty: 3051.230957
	Iteration 4Q: 3 clusters Score -1502726 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1502943.625000 Penalty: 3051.230957
	Iteration 5Q: 3 clusters Score -1502944 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1503163.625000 Penalty: 3051.230957
	Iteration 6Q: 3 clusters Score -1503164 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1503398.250000 Penalty: 3051.230957
	Iteration 7Q: 3 clusters Score -1503398 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1503587.250000 Penalty: 3051.230957
	Iteration 8Q: 3 clusters Score -1503587 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1503781.375000 Penalty: 3051.230957
	Iteration 9Q: 3 clusters Score -1503781 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1503988.750000 Penalty: 3051.230957
	Iteration 10Q: 3 clusters Score -1503989 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1504179.875000 Penalty: 3051.230957
	Iteration 11Q: 3 clusters Score -1504180 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1504343.250000 Penalty: 3051.230957
	Iteration 12Q: 3 clusters Score -1504343 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1504455.125000 Penalty: 3051.230957
	Iteration 13Q: 3 clusters Score -1504455 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1504524.250000 Penalty: 3051.230957
	Iteration 14Q: 3 clusters Score -1504524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1504571.375000 Penalty: 3051.230957
	Iteration 15Q: 3 clusters Score -1504571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1504565.500000 Penalty: 3051.230957
	Iteration 16Q: 3 clusters Score -1504566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1504554.625000 Penalty: 3051.230957
	Iteration 17Q: 3 clusters Score -1504555 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1504539.000000 Penalty: 3051.230957
	Iteration 18Q: 3 clusters Score -1504539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1504562.375000 Penalty: 3051.230957
	Iteration 19Q: 3 clusters Score -1504562 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1504584.875000 Penalty: 3051.230957
	Iteration 20F: 3 clusters Score -1504585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1504609.625000 Penalty: 3051.230957
	Iteration 21Q: 3 clusters Score -1504610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1504622.750000 Penalty: 3051.230957
	Iteration 22Q: 3 clusters Score -1504623 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1504649.000000 Penalty: 3051.230957
	Iteration 23Q: 3 clusters Score -1504649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1504675.875000 Penalty: 3051.230957
	Iteration 24Q: 3 clusters Score -1504676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1504695.250000 Penalty: 3051.230957
	Iteration 25Q: 3 clusters Score -1504695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1504703.875000 Penalty: 3051.230957
	Iteration 26Q: 3 clusters Score -1504704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1504719.625000 Penalty: 3051.230957
	Iteration 27Q: 3 clusters Score -1504720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1504722.125000 Penalty: 3051.230957
	Iteration 28Q: 3 clusters Score -1504722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1504729.250000 Penalty: 3051.230957
	Iteration 29Q: 3 clusters Score -1504729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1504732.375000 Penalty: 3051.230957
	Iteration 30Q: 3 clusters Score -1504732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1504744.125000 Penalty: 3051.230957
	Iteration 31Q: 3 clusters Score -1504744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1504750.875000 Penalty: 3051.230957
	Iteration 32Q: 3 clusters Score -1504751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1504763.250000 Penalty: 3051.230957
	Iteration 33Q: 3 clusters Score -1504763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1504761.000000 Penalty: 3051.230957
	Iteration 34Q: 3 clusters Score -1504761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1504766.125000 Penalty: 3051.230957
	Iteration 35Q: 3 clusters Score -1504766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1504765.000000 Penalty: 3051.230957
	Iteration 36Q: 3 clusters Score -1504765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1504768.250000 Penalty: 3051.230957
	Iteration 37Q: 3 clusters Score -1504768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1504769.750000 Penalty: 3051.230957
	Iteration 38Q: 3 clusters Score -1504770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1504776.625000 Penalty: 3051.230957
	Iteration 39Q: 3 clusters Score -1504777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1504779.375000 Penalty: 3051.230957
	Iteration 40F: 3 clusters Score -1504779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1504779.750000 Penalty: 3051.230957
	Iteration 41Q: 3 clusters Score -1504780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1504780.500000 Penalty: 3051.230957
	Iteration 42Q: 3 clusters Score -1504780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1504784.125000 Penalty: 3051.230957
	Iteration 43Q: 3 clusters Score -1504784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1504785.750000 Penalty: 3051.230957
	Iteration 44Q: 3 clusters Score -1504786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1504789.500000 Penalty: 3051.230957
	Iteration 45Q: 3 clusters Score -1504790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1504790.000000 Penalty: 3051.230957
	Iteration 46Q: 3 clusters Score -1504790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1504792.625000 Penalty: 3051.230957
	Iteration 47Q: 3 clusters Score -1504793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1504795.500000 Penalty: 3051.230957
	Iteration 48Q: 3 clusters Score -1504796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1504800.625000 Penalty: 3051.230957
	Iteration 49Q: 3 clusters Score -1504801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1504798.875000 Penalty: 3051.230957
	Iteration 50Q: 3 clusters Score -1504799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1504797.500000 Penalty: 3051.230957
	Iteration 51Q: 3 clusters Score -1504798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1504795.125000 Penalty: 3051.230957
	Iteration 52Q: 3 clusters Score -1504795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1504802.375000 Penalty: 3051.230957
	Iteration 53Q: 3 clusters Score -1504802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1504799.000000 Penalty: 3051.230957
	Iteration 54Q: 3 clusters Score -1504799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1504798.750000 Penalty: 3051.230957
	Iteration 55Q: 3 clusters Score -1504799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1504802.750000 Penalty: 3051.230957
	Iteration 56Q: 3 clusters Score -1504803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1504803.000000 Penalty: 3051.230957
	Iteration 57Q: 3 clusters Score -1504803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1504802.375000 Penalty: 3051.230957
	Iteration 58Q: 3 clusters Score -1504802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1504802.375000 Penalty: 3051.230957
	Iteration 59Q: 3 clusters Score -1504802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1504803.875000 Penalty: 3051.230957
	Iteration 60F: 3 clusters Score -1504804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1504803.125000 Penalty: 3051.230957
	Iteration 61Q: 3 clusters Score -1504803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1504805.875000 Penalty: 3051.230957
	Iteration 62Q: 3 clusters Score -1504806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1504806.375000 Penalty: 3051.230957
	Iteration 63Q: 3 clusters Score -1504806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1504808.250000 Penalty: 3051.230957
	Iteration 64Q: 3 clusters Score -1504808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1504808.000000 Penalty: 3051.230957
	Iteration 65Q: 3 clusters Score -1504808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1504805.625000 Penalty: 3051.230957
	Iteration 66Q: 3 clusters Score -1504806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1504808.875000 Penalty: 3051.230957
	Iteration 67Q: 3 clusters Score -1504809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1504808.875000 Penalty: 3051.230957
	Iteration 68F: 3 clusters Score -1504809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1092350.625000 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -1092351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1086012.500000 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -1086012 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1087889.750000 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -1087890 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1088087.375000 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -1088087 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1088258.250000 Penalty: 2951.371338
	Iteration 3Q: 3 clusters Score -1088258 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1088416.125000 Penalty: 2951.371338
	Iteration 4Q: 3 clusters Score -1088416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1088565.875000 Penalty: 2951.371338
	Iteration 5Q: 3 clusters Score -1088566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1088738.000000 Penalty: 2951.371338
	Iteration 6Q: 3 clusters Score -1088738 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1088934.500000 Penalty: 2951.371338
	Iteration 7Q: 3 clusters Score -1088934 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1089161.625000 Penalty: 2951.371338
	Iteration 8Q: 3 clusters Score -1089162 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1089431.625000 Penalty: 2951.371338
	Iteration 9Q: 3 clusters Score -1089432 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1089732.875000 Penalty: 2951.371338
	Iteration 10Q: 3 clusters Score -1089733 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1090065.375000 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -1090065 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1090362.375000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -1090362 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1090577.125000 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -1090577 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1090733.625000 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -1090734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1090838.250000 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -1090838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1090911.500000 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -1090912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1090967.250000 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -1090967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1091003.000000 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -1091003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1091016.375000 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -1091016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1091027.875000 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -1091028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1091031.750000 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -1091032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1091036.625000 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -1091037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1091041.625000 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -1091042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1091043.875000 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -1091044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1091046.000000 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -1091046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1091048.125000 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -1091048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1091048.125000 Penalty: 2951.371338
	Iteration 27F: 3 clusters Score -1091048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35824.914062 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35824.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36049.882812 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36049.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36104.128906 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -36104.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36135.804688 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36135.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36158.218750 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36158.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36175.640625 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36175.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36181.859375 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36181.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36190.082031 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -36190.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36190.843750 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -36190.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36191.843750 Penalty: 1920.126953
	Iteration 9Q: 3 clusters Score -36191.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36193.250000 Penalty: 1920.126953
	Iteration 10Q: 3 clusters Score -36193.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36193.757812 Penalty: 1920.126953
	Iteration 11Q: 3 clusters Score -36193.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36193.757812 Penalty: 1920.126953
	Iteration 12F: 3 clusters Score -36193.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -1117165.000000 Penalty: 1480.871948
	Iteration 0F: 2 clusters Score -1117165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1110648.750000 Penalty: 2961.743896
	Iteration 0F: 3 clusters Score -1110649 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1112770.625000 Penalty: 2961.743896
	Iteration 1F: 3 clusters Score -1112771 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1113088.750000 Penalty: 2961.743896
	Iteration 2F: 3 clusters Score -1113089 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1113430.125000 Penalty: 2961.743896
	Iteration 3F: 3 clusters Score -1113430 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1113756.500000 Penalty: 2961.743896
	Iteration 4F: 3 clusters Score -1113756 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1114138.750000 Penalty: 2961.743896
	Iteration 5F: 3 clusters Score -1114139 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1114558.250000 Penalty: 2961.743896
	Iteration 6F: 3 clusters Score -1114558 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1115097.375000 Penalty: 2961.743896
	Iteration 7F: 3 clusters Score -1115097 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1115793.250000 Penalty: 2961.743896
	Iteration 8F: 3 clusters Score -1115793 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1116298.875000 Penalty: 2961.743896
	Iteration 9Q: 3 clusters Score -1116299 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1116544.125000 Penalty: 2961.743896
	Iteration 10Q: 3 clusters Score -1116544 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1116673.000000 Penalty: 2961.743896
	Iteration 11Q: 3 clusters Score -1116673 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1116732.750000 Penalty: 2961.743896
	Iteration 12Q: 3 clusters Score -1116733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1116764.500000 Penalty: 2961.743896
	Iteration 13Q: 3 clusters Score -1116764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1116777.000000 Penalty: 2961.743896
	Iteration 14Q: 3 clusters Score -1116777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1116782.500000 Penalty: 2961.743896
	Iteration 15Q: 3 clusters Score -1116782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1116789.625000 Penalty: 2961.743896
	Iteration 16Q: 3 clusters Score -1116790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1116796.375000 Penalty: 2961.743896
	Iteration 17Q: 3 clusters Score -1116796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1116803.125000 Penalty: 2961.743896
	Iteration 18Q: 3 clusters Score -1116803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1116801.625000 Penalty: 2961.743896
	Iteration 19Q: 3 clusters Score -1116802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1116804.375000 Penalty: 2961.743896
	Iteration 20F: 3 clusters Score -1116804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1116805.875000 Penalty: 2961.743896
	Iteration 21Q: 3 clusters Score -1116806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1116804.875000 Penalty: 2961.743896
	Iteration 22Q: 3 clusters Score -1116805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1116808.250000 Penalty: 2961.743896
	Iteration 23Q: 3 clusters Score -1116808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1116807.750000 Penalty: 2961.743896
	Iteration 24Q: 3 clusters Score -1116808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1116809.500000 Penalty: 2961.743896
	Iteration 25Q: 3 clusters Score -1116810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1116809.750000 Penalty: 2961.743896
	Iteration 26Q: 3 clusters Score -1116810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1116810.375000 Penalty: 2961.743896
	Iteration 27Q: 3 clusters Score -1116810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1116809.250000 Penalty: 2961.743896
	Iteration 28Q: 3 clusters Score -1116809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1116810.875000 Penalty: 2961.743896
	Iteration 29Q: 3 clusters Score -1116811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1116812.375000 Penalty: 2961.743896
	Iteration 30Q: 3 clusters Score -1116812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1116813.250000 Penalty: 2961.743896
	Iteration 31Q: 3 clusters Score -1116813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1116814.250000 Penalty: 2961.743896
	Iteration 32Q: 3 clusters Score -1116814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1116815.625000 Penalty: 2961.743896
	Iteration 33Q: 3 clusters Score -1116816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1116814.500000 Penalty: 2961.743896
	Iteration 34Q: 3 clusters Score -1116814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1116814.500000 Penalty: 2961.743896
	Iteration 35F: 3 clusters Score -1116814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -766252.187500 Penalty: 1419.339844
	Iteration 0F: 2 clusters Score -766252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -761506.812500 Penalty: 2838.679688
	Iteration 0F: 3 clusters Score -761506.8 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -762864.562500 Penalty: 2838.679688
	Iteration 1F: 3 clusters Score -762864.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -763081.750000 Penalty: 2838.679688
	Iteration 2F: 3 clusters Score -763081.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -763227.625000 Penalty: 2838.679688
	Iteration 3F: 3 clusters Score -763227.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -763340.875000 Penalty: 2838.679688
	Iteration 4Q: 3 clusters Score -763340.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -763445.125000 Penalty: 2838.679688
	Iteration 5Q: 3 clusters Score -763445.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -763553.500000 Penalty: 2838.679688
	Iteration 6Q: 3 clusters Score -763553.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -763686.000000 Penalty: 2838.679688
	Iteration 7Q: 3 clusters Score -763686 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -763812.062500 Penalty: 2838.679688
	Iteration 8Q: 3 clusters Score -763812.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -763961.500000 Penalty: 2838.679688
	Iteration 9Q: 3 clusters Score -763961.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -764118.187500 Penalty: 2838.679688
	Iteration 10Q: 3 clusters Score -764118.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -764285.812500 Penalty: 2838.679688
	Iteration 11Q: 3 clusters Score -764285.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -764471.437500 Penalty: 2838.679688
	Iteration 12Q: 3 clusters Score -764471.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -764612.562500 Penalty: 2838.679688
	Iteration 13Q: 3 clusters Score -764612.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -764738.125000 Penalty: 2838.679688
	Iteration 14Q: 3 clusters Score -764738.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -764826.375000 Penalty: 2838.679688
	Iteration 15Q: 3 clusters Score -764826.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -764879.625000 Penalty: 2838.679688
	Iteration 16Q: 3 clusters Score -764879.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -764928.312500 Penalty: 2838.679688
	Iteration 17Q: 3 clusters Score -764928.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -764960.250000 Penalty: 2838.679688
	Iteration 18Q: 3 clusters Score -764960.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -764984.625000 Penalty: 2838.679688
	Iteration 19Q: 3 clusters Score -764984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -765006.500000 Penalty: 2838.679688
	Iteration 20F: 3 clusters Score -765006.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -765033.937500 Penalty: 2838.679688
	Iteration 21Q: 3 clusters Score -765033.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -765062.812500 Penalty: 2838.679688
	Iteration 22Q: 3 clusters Score -765062.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -765081.375000 Penalty: 2838.679688
	Iteration 23Q: 3 clusters Score -765081.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -765094.875000 Penalty: 2838.679688
	Iteration 24Q: 3 clusters Score -765094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -765097.812500 Penalty: 2838.679688
	Iteration 25Q: 3 clusters Score -765097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -765101.125000 Penalty: 2838.679688
	Iteration 26Q: 3 clusters Score -765101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -765102.687500 Penalty: 2838.679688
	Iteration 27Q: 3 clusters Score -765102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -765102.812500 Penalty: 2838.679688
	Iteration 28Q: 3 clusters Score -765102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -765104.312500 Penalty: 2838.679688
	Iteration 29Q: 3 clusters Score -765104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -765104.312500 Penalty: 2838.679688
	Iteration 30F: 3 clusters Score -765104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -156018.671875 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -156018.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154374.968750 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -154375 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -154698.015625 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -154698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154781.421875 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -154781.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154830.000000 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -154830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154857.937500 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -154857.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -154883.015625 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -154883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -154899.062500 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -154899.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -154907.562500 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -154907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154913.687500 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -154913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -154916.000000 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -154916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154917.843750 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -154917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154919.875000 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -154919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154924.859375 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -154924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154932.265625 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -154932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154933.921875 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -154933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154936.609375 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -154936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154940.890625 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -154940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154945.125000 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -154945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154951.171875 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -154951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154953.093750 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -154953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154955.953125 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -154956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154959.328125 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -154959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154960.593750 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -154960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154963.187500 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -154963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154964.609375 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -154964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154966.937500 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -154966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154972.093750 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -154972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154975.906250 Penalty: 2344.952881
	Iteration 27Q: 3 clusters Score -154975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154979.203125 Penalty: 2344.952881
	Iteration 28Q: 3 clusters Score -154979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154979.781250 Penalty: 2344.952881
	Iteration 29Q: 3 clusters Score -154979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154981.453125 Penalty: 2344.952881
	Iteration 30Q: 3 clusters Score -154981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154984.859375 Penalty: 2344.952881
	Iteration 31Q: 3 clusters Score -154984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154986.281250 Penalty: 2344.952881
	Iteration 32Q: 3 clusters Score -154986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154987.937500 Penalty: 2344.952881
	Iteration 33Q: 3 clusters Score -154987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154988.812500 Penalty: 2344.952881
	Iteration 34Q: 3 clusters Score -154988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154989.343750 Penalty: 2344.952881
	Iteration 35Q: 3 clusters Score -154989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154990.578125 Penalty: 2344.952881
	Iteration 36Q: 3 clusters Score -154990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154990.578125 Penalty: 2344.952881
	Iteration 37F: 3 clusters Score -154990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Entering Unmasked Estep 
Score: -1432218.625000 Penalty: 1529.459106
	Iteration 0F: 2 clusters Score -1432219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1423670.250000 Penalty: 3058.918213
	Iteration 0F: 3 clusters Score -1423670 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1426535.375000 Penalty: 3058.918213
	Iteration 1F: 3 clusters Score -1426535 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1426820.500000 Penalty: 3058.918213
	Iteration 2F: 3 clusters Score -1426820 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1427028.625000 Penalty: 3058.918213
	Iteration 3Q: 3 clusters Score -1427029 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1427210.500000 Penalty: 3058.918213
	Iteration 4Q: 3 clusters Score -1427210 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1427386.750000 Penalty: 3058.918213
	Iteration 5Q: 3 clusters Score -1427387 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1427561.250000 Penalty: 3058.918213
	Iteration 6Q: 3 clusters Score -1427561 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1427730.250000 Penalty: 3058.918213
	Iteration 7Q: 3 clusters Score -1427730 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1427900.125000 Penalty: 3058.918213
	Iteration 8Q: 3 clusters Score -1427900 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1428081.250000 Penalty: 3058.918213
	Iteration 9Q: 3 clusters Score -1428081 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1428252.500000 Penalty: 3058.918213
	Iteration 10Q: 3 clusters Score -1428252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1428430.625000 Penalty: 3058.918213
	Iteration 11Q: 3 clusters Score -1428431 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1428598.625000 Penalty: 3058.918213
	Iteration 12Q: 3 clusters Score -1428599 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1428766.375000 Penalty: 3058.918213
	Iteration 13Q: 3 clusters Score -1428766 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1428912.000000 Penalty: 3058.918213
	Iteration 14Q: 3 clusters Score -1428912 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1429000.625000 Penalty: 3058.918213
	Iteration 15Q: 3 clusters Score -1429001 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1429055.375000 Penalty: 3058.918213
	Iteration 16Q: 3 clusters Score -1429055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1429095.250000 Penalty: 3058.918213
	Iteration 17Q: 3 clusters Score -1429095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1429120.000000 Penalty: 3058.918213
	Iteration 18Q: 3 clusters Score -1429120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1429146.250000 Penalty: 3058.918213
	Iteration 19Q: 3 clusters Score -1429146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1429176.500000 Penalty: 3058.918213
	Iteration 20F: 3 clusters Score -1429176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1429202.000000 Penalty: 3058.918213
	Iteration 21Q: 3 clusters Score -1429202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1429225.875000 Penalty: 3058.918213
	Iteration 22Q: 3 clusters Score -1429226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1429241.875000 Penalty: 3058.918213
	Iteration 23Q: 3 clusters Score -1429242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1429256.625000 Penalty: 3058.918213
	Iteration 24Q: 3 clusters Score -1429257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1429271.375000 Penalty: 3058.918213
	Iteration 25Q: 3 clusters Score -1429271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1429284.000000 Penalty: 3058.918213
	Iteration 26Q: 3 clusters Score -1429284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1429290.250000 Penalty: 3058.918213
	Iteration 27Q: 3 clusters Score -1429290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1429313.000000 Penalty: 3058.918213
	Iteration 28Q: 3 clusters Score -1429313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1429326.625000 Penalty: 3058.918213
	Iteration 29Q: 3 clusters Score -1429327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1429341.375000 Penalty: 3058.918213
	Iteration 30Q: 3 clusters Score -1429341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1429358.500000 Penalty: 3058.918213
	Iteration 31Q: 3 clusters Score -1429358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1429383.625000 Penalty: 3058.918213
	Iteration 32Q: 3 clusters Score -1429384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1429410.750000 Penalty: 3058.918213
	Iteration 33Q: 3 clusters Score -1429411 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1429437.500000 Penalty: 3058.918213
	Iteration 34Q: 3 clusters Score -1429438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1429454.375000 Penalty: 3058.918213
	Iteration 35Q: 3 clusters Score -1429454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1429478.500000 Penalty: 3058.918213
	Iteration 36Q: 3 clusters Score -1429478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1429508.625000 Penalty: 3058.918213
	Iteration 37Q: 3 clusters Score -1429509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1429534.000000 Penalty: 3058.918213
	Iteration 38Q: 3 clusters Score -1429534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1429571.000000 Penalty: 3058.918213
	Iteration 39Q: 3 clusters Score -1429571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1429609.125000 Penalty: 3058.918213
	Iteration 40F: 3 clusters Score -1429609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1429651.500000 Penalty: 3058.918213
	Iteration 41Q: 3 clusters Score -1429652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1429699.125000 Penalty: 3058.918213
	Iteration 42Q: 3 clusters Score -1429699 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1429748.875000 Penalty: 3058.918213
	Iteration 43Q: 3 clusters Score -1429749 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1429791.000000 Penalty: 3058.918213
	Iteration 44Q: 3 clusters Score -1429791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1429844.000000 Penalty: 3058.918213
	Iteration 45Q: 3 clusters Score -1429844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1429894.750000 Penalty: 3058.918213
	Iteration 46Q: 3 clusters Score -1429895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1429941.500000 Penalty: 3058.918213
	Iteration 47Q: 3 clusters Score -1429942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1429986.625000 Penalty: 3058.918213
	Iteration 48Q: 3 clusters Score -1429987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1430026.750000 Penalty: 3058.918213
	Iteration 49Q: 3 clusters Score -1430027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1430070.250000 Penalty: 3058.918213
	Iteration 50Q: 3 clusters Score -1430070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1430112.625000 Penalty: 3058.918213
	Iteration 51Q: 3 clusters Score -1430113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1430149.875000 Penalty: 3058.918213
	Iteration 52Q: 3 clusters Score -1430150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1430179.250000 Penalty: 3058.918213
	Iteration 53Q: 3 clusters Score -1430179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1430211.500000 Penalty: 3058.918213
	Iteration 54Q: 3 clusters Score -1430212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1430241.875000 Penalty: 3058.918213
	Iteration 55Q: 3 clusters Score -1430242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1430272.625000 Penalty: 3058.918213
	Iteration 56Q: 3 clusters Score -1430273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1430303.000000 Penalty: 3058.918213
	Iteration 57Q: 3 clusters Score -1430303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1430323.750000 Penalty: 3058.918213
	Iteration 58Q: 3 clusters Score -1430324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1430351.000000 Penalty: 3058.918213
	Iteration 59Q: 3 clusters Score -1430351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1430383.625000 Penalty: 3058.918213
	Iteration 60F: 3 clusters Score -1430384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1430414.375000 Penalty: 3058.918213
	Iteration 61Q: 3 clusters Score -1430414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1430453.625000 Penalty: 3058.918213
	Iteration 62Q: 3 clusters Score -1430454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1430489.500000 Penalty: 3058.918213
	Iteration 63Q: 3 clusters Score -1430490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1430518.500000 Penalty: 3058.918213
	Iteration 64Q: 3 clusters Score -1430518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1430544.375000 Penalty: 3058.918213
	Iteration 65Q: 3 clusters Score -1430544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1430566.250000 Penalty: 3058.918213
	Iteration 66Q: 3 clusters Score -1430566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1430592.250000 Penalty: 3058.918213
	Iteration 67Q: 3 clusters Score -1430592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1430615.250000 Penalty: 3058.918213
	Iteration 68Q: 3 clusters Score -1430615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1430630.625000 Penalty: 3058.918213
	Iteration 69Q: 3 clusters Score -1430631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1430650.750000 Penalty: 3058.918213
	Iteration 70Q: 3 clusters Score -1430651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1430669.500000 Penalty: 3058.918213
	Iteration 71Q: 3 clusters Score -1430670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1430686.000000 Penalty: 3058.918213
	Iteration 72Q: 3 clusters Score -1430686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1430705.625000 Penalty: 3058.918213
	Iteration 73Q: 3 clusters Score -1430706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1430717.250000 Penalty: 3058.918213
	Iteration 74Q: 3 clusters Score -1430717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1430727.375000 Penalty: 3058.918213
	Iteration 75Q: 3 clusters Score -1430727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1430735.000000 Penalty: 3058.918213
	Iteration 76Q: 3 clusters Score -1430735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1430741.125000 Penalty: 3058.918213
	Iteration 77Q: 3 clusters Score -1430741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1430743.375000 Penalty: 3058.918213
	Iteration 78Q: 3 clusters Score -1430743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1430747.500000 Penalty: 3058.918213
	Iteration 79Q: 3 clusters Score -1430748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1430750.125000 Penalty: 3058.918213
	Iteration 80F: 3 clusters Score -1430750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1430753.250000 Penalty: 3058.918213
	Iteration 81Q: 3 clusters Score -1430753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1430757.250000 Penalty: 3058.918213
	Iteration 82Q: 3 clusters Score -1430757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1430762.625000 Penalty: 3058.918213
	Iteration 83Q: 3 clusters Score -1430763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1430767.125000 Penalty: 3058.918213
	Iteration 84Q: 3 clusters Score -1430767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1430770.125000 Penalty: 3058.918213
	Iteration 85Q: 3 clusters Score -1430770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1430770.500000 Penalty: 3058.918213
	Iteration 86Q: 3 clusters Score -1430770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1430770.125000 Penalty: 3058.918213
	Iteration 87Q: 3 clusters Score -1430770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1430772.250000 Penalty: 3058.918213
	Iteration 88Q: 3 clusters Score -1430772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1430772.375000 Penalty: 3058.918213
	Iteration 89Q: 3 clusters Score -1430772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1430772.375000 Penalty: 3058.918213
	Iteration 90F: 3 clusters Score -1430772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 152 members 
Entering Unmasked Estep 
Score: -42846.355469 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42846.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42940.746094 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42940.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42984.050781 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -42984.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43005.609375 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -43005.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43011.585938 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -43011.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43022.394531 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -43022.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43032.488281 Penalty: 1861.225464
	Iteration 6Q: 3 clusters Score -43032.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43039.199219 Penalty: 1861.225464
	Iteration 7Q: 3 clusters Score -43039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43040.714844 Penalty: 1861.225464
	Iteration 8Q: 3 clusters Score -43040.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43046.625000 Penalty: 1861.225464
	Iteration 9Q: 3 clusters Score -43046.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43046.625000 Penalty: 1861.225464
	Iteration 10F: 3 clusters Score -43046.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Entering Unmasked Estep 
Score: -2508382.750000 Penalty: 1615.455566
	Iteration 0F: 2 clusters Score -2508383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2494255.250000 Penalty: 3230.911133
	Iteration 0F: 3 clusters Score -2494255 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2499585.250000 Penalty: 3230.911133
	Iteration 1F: 3 clusters Score -2499585 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2500087.500000 Penalty: 3230.911133
	Iteration 2F: 3 clusters Score -2500088 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2500658.000000 Penalty: 3230.911133
	Iteration 3F: 3 clusters Score -2500658 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2501274.000000 Penalty: 3230.911133
	Iteration 4F: 3 clusters Score -2501274 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2501890.250000 Penalty: 3230.911133
	Iteration 5F: 3 clusters Score -2501890 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2502508.500000 Penalty: 3230.911133
	Iteration 6F: 3 clusters Score -2502508 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2503006.750000 Penalty: 3230.911133
	Iteration 7Q: 3 clusters Score -2503007 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2503418.750000 Penalty: 3230.911133
	Iteration 8Q: 3 clusters Score -2503419 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2503809.250000 Penalty: 3230.911133
	Iteration 9Q: 3 clusters Score -2503809 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2504168.250000 Penalty: 3230.911133
	Iteration 10Q: 3 clusters Score -2504168 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2504466.750000 Penalty: 3230.911133
	Iteration 11Q: 3 clusters Score -2504467 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2504705.500000 Penalty: 3230.911133
	Iteration 12Q: 3 clusters Score -2504706 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2504938.500000 Penalty: 3230.911133
	Iteration 13Q: 3 clusters Score -2504938 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2505150.500000 Penalty: 3230.911133
	Iteration 14Q: 3 clusters Score -2505150 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2505343.250000 Penalty: 3230.911133
	Iteration 15Q: 3 clusters Score -2505343 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2505568.250000 Penalty: 3230.911133
	Iteration 16Q: 3 clusters Score -2505568 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2505765.500000 Penalty: 3230.911133
	Iteration 17Q: 3 clusters Score -2505766 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2505947.750000 Penalty: 3230.911133
	Iteration 18Q: 3 clusters Score -2505948 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2506125.250000 Penalty: 3230.911133
	Iteration 19Q: 3 clusters Score -2506125 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2506321.000000 Penalty: 3230.911133
	Iteration 20F: 3 clusters Score -2506321 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2506472.750000 Penalty: 3230.911133
	Iteration 21Q: 3 clusters Score -2506473 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2506603.750000 Penalty: 3230.911133
	Iteration 22Q: 3 clusters Score -2506604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2506696.750000 Penalty: 3230.911133
	Iteration 23Q: 3 clusters Score -2506697 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2506780.250000 Penalty: 3230.911133
	Iteration 24Q: 3 clusters Score -2506780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2506844.750000 Penalty: 3230.911133
	Iteration 25Q: 3 clusters Score -2506845 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2506901.500000 Penalty: 3230.911133
	Iteration 26Q: 3 clusters Score -2506902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2506952.750000 Penalty: 3230.911133
	Iteration 27Q: 3 clusters Score -2506953 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2506981.000000 Penalty: 3230.911133
	Iteration 28Q: 3 clusters Score -2506981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2507012.250000 Penalty: 3230.911133
	Iteration 29Q: 3 clusters Score -2507012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2507043.250000 Penalty: 3230.911133
	Iteration 30Q: 3 clusters Score -2507043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2507076.000000 Penalty: 3230.911133
	Iteration 31Q: 3 clusters Score -2507076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2507097.250000 Penalty: 3230.911133
	Iteration 32Q: 3 clusters Score -2507097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2507135.750000 Penalty: 3230.911133
	Iteration 33Q: 3 clusters Score -2507136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2507162.000000 Penalty: 3230.911133
	Iteration 34Q: 3 clusters Score -2507162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2507184.750000 Penalty: 3230.911133
	Iteration 35Q: 3 clusters Score -2507185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2507208.250000 Penalty: 3230.911133
	Iteration 36Q: 3 clusters Score -2507208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2507233.000000 Penalty: 3230.911133
	Iteration 37Q: 3 clusters Score -2507233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2507247.000000 Penalty: 3230.911133
	Iteration 38Q: 3 clusters Score -2507247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2507259.500000 Penalty: 3230.911133
	Iteration 39Q: 3 clusters Score -2507260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2507263.250000 Penalty: 3230.911133
	Iteration 40F: 3 clusters Score -2507263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2507269.250000 Penalty: 3230.911133
	Iteration 41Q: 3 clusters Score -2507269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2507273.250000 Penalty: 3230.911133
	Iteration 42Q: 3 clusters Score -2507273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2507282.000000 Penalty: 3230.911133
	Iteration 43Q: 3 clusters Score -2507282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2507285.750000 Penalty: 3230.911133
	Iteration 44Q: 3 clusters Score -2507286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2507294.000000 Penalty: 3230.911133
	Iteration 45Q: 3 clusters Score -2507294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2507299.500000 Penalty: 3230.911133
	Iteration 46Q: 3 clusters Score -2507300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2507306.750000 Penalty: 3230.911133
	Iteration 47Q: 3 clusters Score -2507307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2507307.250000 Penalty: 3230.911133
	Iteration 48Q: 3 clusters Score -2507307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2507309.500000 Penalty: 3230.911133
	Iteration 49Q: 3 clusters Score -2507310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2507311.000000 Penalty: 3230.911133
	Iteration 50Q: 3 clusters Score -2507311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2507310.000000 Penalty: 3230.911133
	Iteration 51Q: 3 clusters Score -2507310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2507310.000000 Penalty: 3230.911133
	Iteration 52F: 3 clusters Score -2507310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -1035144.250000 Penalty: 1469.004272
	Iteration 0F: 2 clusters Score -1035144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1028985.250000 Penalty: 2938.008545
	Iteration 0F: 3 clusters Score -1028985 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1030943.750000 Penalty: 2938.008545
	Iteration 1F: 3 clusters Score -1030944 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1031158.125000 Penalty: 2938.008545
	Iteration 2F: 3 clusters Score -1031158 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1031298.625000 Penalty: 2938.008545
	Iteration 3Q: 3 clusters Score -1031299 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1031392.062500 Penalty: 2938.008545
	Iteration 4Q: 3 clusters Score -1031392 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1031476.500000 Penalty: 2938.008545
	Iteration 5Q: 3 clusters Score -1031476 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1031548.312500 Penalty: 2938.008545
	Iteration 6Q: 3 clusters Score -1031548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1031644.750000 Penalty: 2938.008545
	Iteration 7Q: 3 clusters Score -1031645 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1031761.250000 Penalty: 2938.008545
	Iteration 8Q: 3 clusters Score -1031761 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1031897.625000 Penalty: 2938.008545
	Iteration 9Q: 3 clusters Score -1031898 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1032062.187500 Penalty: 2938.008545
	Iteration 10Q: 3 clusters Score -1032062 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1032271.937500 Penalty: 2938.008545
	Iteration 11Q: 3 clusters Score -1032272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1032520.312500 Penalty: 2938.008545
	Iteration 12Q: 3 clusters Score -1032520 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1032792.625000 Penalty: 2938.008545
	Iteration 13Q: 3 clusters Score -1032793 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1033081.375000 Penalty: 2938.008545
	Iteration 14Q: 3 clusters Score -1033081 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1033295.562500 Penalty: 2938.008545
	Iteration 15Q: 3 clusters Score -1033296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1033458.312500 Penalty: 2938.008545
	Iteration 16Q: 3 clusters Score -1033458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1033575.500000 Penalty: 2938.008545
	Iteration 17Q: 3 clusters Score -1033576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1033651.937500 Penalty: 2938.008545
	Iteration 18Q: 3 clusters Score -1033652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1033709.875000 Penalty: 2938.008545
	Iteration 19Q: 3 clusters Score -1033710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1033735.125000 Penalty: 2938.008545
	Iteration 20F: 3 clusters Score -1033735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1033766.625000 Penalty: 2938.008545
	Iteration 21Q: 3 clusters Score -1033767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1033786.125000 Penalty: 2938.008545
	Iteration 22Q: 3 clusters Score -1033786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1033804.750000 Penalty: 2938.008545
	Iteration 23Q: 3 clusters Score -1033805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1033812.312500 Penalty: 2938.008545
	Iteration 24Q: 3 clusters Score -1033812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1033817.562500 Penalty: 2938.008545
	Iteration 25Q: 3 clusters Score -1033818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1033825.187500 Penalty: 2938.008545
	Iteration 26Q: 3 clusters Score -1033825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1033831.375000 Penalty: 2938.008545
	Iteration 27Q: 3 clusters Score -1033831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1033836.687500 Penalty: 2938.008545
	Iteration 28Q: 3 clusters Score -1033837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1033840.625000 Penalty: 2938.008545
	Iteration 29Q: 3 clusters Score -1033841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1033846.562500 Penalty: 2938.008545
	Iteration 30Q: 3 clusters Score -1033847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1033852.812500 Penalty: 2938.008545
	Iteration 31Q: 3 clusters Score -1033853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1033854.875000 Penalty: 2938.008545
	Iteration 32Q: 3 clusters Score -1033855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1033861.500000 Penalty: 2938.008545
	Iteration 33Q: 3 clusters Score -1033862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1033868.812500 Penalty: 2938.008545
	Iteration 34Q: 3 clusters Score -1033869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1033872.437500 Penalty: 2938.008545
	Iteration 35Q: 3 clusters Score -1033872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1033874.562500 Penalty: 2938.008545
	Iteration 36Q: 3 clusters Score -1033875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1033874.562500 Penalty: 2938.008545
	Iteration 37F: 3 clusters Score -1033875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (141278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Entering Unmasked Estep 
Score: -17120968.000000 Penalty: 1927.003906
	Iteration 0F: 2 clusters Score -1.712097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -17031548.000000 Penalty: 3854.007812
	Iteration 0F: 3 clusters Score -1.703155e+07 nChanged 68052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -17071142.000000 Penalty: 3854.007812
	Iteration 1F: 3 clusters Score -1.707114e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -17072216.000000 Penalty: 3854.007812
	Iteration 2Q: 3 clusters Score -1.707222e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -17073826.000000 Penalty: 3854.007812
	Iteration 3Q: 3 clusters Score -1.707383e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -17075738.000000 Penalty: 3854.007812
	Iteration 4Q: 3 clusters Score -1.707574e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -17078212.000000 Penalty: 3854.007812
	Iteration 5Q: 3 clusters Score -1.707821e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -17081104.000000 Penalty: 3854.007812
	Iteration 6F: 3 clusters Score -1.70811e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -17084250.000000 Penalty: 3854.007812
	Iteration 7F: 3 clusters Score -1.708425e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -17087122.000000 Penalty: 3854.007812
	Iteration 8F: 3 clusters Score -1.708712e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -17089780.000000 Penalty: 3854.007812
	Iteration 9Q: 3 clusters Score -1.708978e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -17092006.000000 Penalty: 3854.007812
	Iteration 10Q: 3 clusters Score -1.709201e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -17093854.000000 Penalty: 3854.007812
	Iteration 11Q: 3 clusters Score -1.709385e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -17095270.000000 Penalty: 3854.007812
	Iteration 12Q: 3 clusters Score -1.709527e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -17096126.000000 Penalty: 3854.007812
	Iteration 13Q: 3 clusters Score -1.709613e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -17096978.000000 Penalty: 3854.007812
	Iteration 14Q: 3 clusters Score -1.709698e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -17097682.000000 Penalty: 3854.007812
	Iteration 15Q: 3 clusters Score -1.709768e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -17098378.000000 Penalty: 3854.007812
	Iteration 16Q: 3 clusters Score -1.709838e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -17099050.000000 Penalty: 3854.007812
	Iteration 17Q: 3 clusters Score -1.709905e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -17099604.000000 Penalty: 3854.007812
	Iteration 18Q: 3 clusters Score -1.70996e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -17100136.000000 Penalty: 3854.007812
	Iteration 19Q: 3 clusters Score -1.710014e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -17100726.000000 Penalty: 3854.007812
	Iteration 20F: 3 clusters Score -1.710073e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -17101256.000000 Penalty: 3854.007812
	Iteration 21Q: 3 clusters Score -1.710126e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -17101864.000000 Penalty: 3854.007812
	Iteration 22Q: 3 clusters Score -1.710186e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -17102306.000000 Penalty: 3854.007812
	Iteration 23Q: 3 clusters Score -1.710231e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -17102662.000000 Penalty: 3854.007812
	Iteration 24Q: 3 clusters Score -1.710266e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -17103088.000000 Penalty: 3854.007812
	Iteration 25Q: 3 clusters Score -1.710309e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -17103434.000000 Penalty: 3854.007812
	Iteration 26Q: 3 clusters Score -1.710343e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -17103848.000000 Penalty: 3854.007812
	Iteration 27Q: 3 clusters Score -1.710385e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -17104278.000000 Penalty: 3854.007812
	Iteration 28Q: 3 clusters Score -1.710428e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -17104744.000000 Penalty: 3854.007812
	Iteration 29Q: 3 clusters Score -1.710474e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -17105188.000000 Penalty: 3854.007812
	Iteration 30Q: 3 clusters Score -1.710519e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -17105604.000000 Penalty: 3854.007812
	Iteration 31Q: 3 clusters Score -1.71056e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -17105982.000000 Penalty: 3854.007812
	Iteration 32Q: 3 clusters Score -1.710598e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -17106516.000000 Penalty: 3854.007812
	Iteration 33Q: 3 clusters Score -1.710652e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -17107126.000000 Penalty: 3854.007812
	Iteration 34Q: 3 clusters Score -1.710713e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -17107700.000000 Penalty: 3854.007812
	Iteration 35Q: 3 clusters Score -1.71077e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -17108298.000000 Penalty: 3854.007812
	Iteration 36Q: 3 clusters Score -1.71083e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -17109022.000000 Penalty: 3854.007812
	Iteration 37Q: 3 clusters Score -1.710902e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -17109646.000000 Penalty: 3854.007812
	Iteration 38Q: 3 clusters Score -1.710965e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -17110448.000000 Penalty: 3854.007812
	Iteration 39Q: 3 clusters Score -1.711045e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -17111280.000000 Penalty: 3854.007812
	Iteration 40F: 3 clusters Score -1.711128e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 111564 members 
Entering Unmasked Estep 
Score: -17112320.000000 Penalty: 3854.007812
	Iteration 41Q: 3 clusters Score -1.711232e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -17113508.000000 Penalty: 3854.007812
	Iteration 42Q: 3 clusters Score -1.711351e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -17114552.000000 Penalty: 3854.007812
	Iteration 43Q: 3 clusters Score -1.711455e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
Score: -17115556.000000 Penalty: 3854.007812
	Iteration 44Q: 3 clusters Score -1.711556e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 123730 members 
Entering Unmasked Estep 
Score: -17116582.000000 Penalty: 3854.007812
	Iteration 45Q: 3 clusters Score -1.711658e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -17117522.000000 Penalty: 3854.007812
	Iteration 46Q: 3 clusters Score -1.711752e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -17117960.000000 Penalty: 3854.007812
	Iteration 47Q: 3 clusters Score -1.711796e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 129425 members 
Entering Unmasked Estep 
Score: -17118428.000000 Penalty: 3854.007812
	Iteration 48Q: 3 clusters Score -1.711843e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
Score: -17118802.000000 Penalty: 3854.007812
	Iteration 49Q: 3 clusters Score -1.71188e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -17119124.000000 Penalty: 3854.007812
	Iteration 50Q: 3 clusters Score -1.711912e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -17119292.000000 Penalty: 3854.007812
	Iteration 51Q: 3 clusters Score -1.711929e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -17119458.000000 Penalty: 3854.007812
	Iteration 52Q: 3 clusters Score -1.711946e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -17119632.000000 Penalty: 3854.007812
	Iteration 53Q: 3 clusters Score -1.711963e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 134673 members 
Entering Unmasked Estep 
Score: -17119746.000000 Penalty: 3854.007812
	Iteration 54Q: 3 clusters Score -1.711975e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -17119782.000000 Penalty: 3854.007812
	Iteration 55Q: 3 clusters Score -1.711978e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -17119834.000000 Penalty: 3854.007812
	Iteration 56Q: 3 clusters Score -1.711983e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 135631 members 
Entering Unmasked Estep 
Score: -17119894.000000 Penalty: 3854.007812
	Iteration 57Q: 3 clusters Score -1.711989e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -17119898.000000 Penalty: 3854.007812
	Iteration 58Q: 3 clusters Score -1.71199e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -17119958.000000 Penalty: 3854.007812
	Iteration 59Q: 3 clusters Score -1.711996e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -17119964.000000 Penalty: 3854.007812
	Iteration 60F: 3 clusters Score -1.711996e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -17119982.000000 Penalty: 3854.007812
	Iteration 61Q: 3 clusters Score -1.711998e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -17120000.000000 Penalty: 3854.007812
	Iteration 62Q: 3 clusters Score -1.712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -17120018.000000 Penalty: 3854.007812
	Iteration 63Q: 3 clusters Score -1.712002e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -17120012.000000 Penalty: 3854.007812
	Iteration 64Q: 3 clusters Score -1.712001e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 136640 members 
Entering Unmasked Estep 
Score: -17120028.000000 Penalty: 3854.007812
	Iteration 65Q: 3 clusters Score -1.712003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -17120044.000000 Penalty: 3854.007812
	Iteration 66Q: 3 clusters Score -1.712004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -17120046.000000 Penalty: 3854.007812
	Iteration 67Q: 3 clusters Score -1.712005e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -17120030.000000 Penalty: 3854.007812
	Iteration 68Q: 3 clusters Score -1.712003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -17120012.000000 Penalty: 3854.007812
	Iteration 69Q: 3 clusters Score -1.712001e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -17120032.000000 Penalty: 3854.007812
	Iteration 70Q: 3 clusters Score -1.712003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -17120040.000000 Penalty: 3854.007812
	Iteration 71Q: 3 clusters Score -1.712004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 136844 members 
Entering Unmasked Estep 
Score: -17120024.000000 Penalty: 3854.007812
	Iteration 72Q: 3 clusters Score -1.712002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -17120040.000000 Penalty: 3854.007812
	Iteration 73Q: 3 clusters Score -1.712004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -17120052.000000 Penalty: 3854.007812
	Iteration 74Q: 3 clusters Score -1.712005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -17120066.000000 Penalty: 3854.007812
	Iteration 75Q: 3 clusters Score -1.712007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -17120054.000000 Penalty: 3854.007812
	Iteration 76Q: 3 clusters Score -1.712005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -17120052.000000 Penalty: 3854.007812
	Iteration 77Q: 3 clusters Score -1.712005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -17120054.000000 Penalty: 3854.007812
	Iteration 78Q: 3 clusters Score -1.712005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -17120054.000000 Penalty: 3854.007812
	Iteration 79Q: 3 clusters Score -1.712005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 136925 members 
Entering Unmasked Estep 
Score: -17120058.000000 Penalty: 3854.007812
	Iteration 80F: 3 clusters Score -1.712006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -17120070.000000 Penalty: 3854.007812
	Iteration 81Q: 3 clusters Score -1.712007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -17120072.000000 Penalty: 3854.007812
	Iteration 82Q: 3 clusters Score -1.712007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -17120074.000000 Penalty: 3854.007812
	Iteration 83Q: 3 clusters Score -1.712007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -17120090.000000 Penalty: 3854.007812
	Iteration 84Q: 3 clusters Score -1.712009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 85Q: 3 clusters Score -1.712008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 137010 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 86Q: 3 clusters Score -1.71201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 137026 members 
Entering Unmasked Estep 
Score: -17120102.000000 Penalty: 3854.007812
	Iteration 87Q: 3 clusters Score -1.71201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 137042 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 88Q: 3 clusters Score -1.712009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -17120076.000000 Penalty: 3854.007812
	Iteration 89Q: 3 clusters Score -1.712008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 90Q: 3 clusters Score -1.712008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -17120080.000000 Penalty: 3854.007812
	Iteration 91Q: 3 clusters Score -1.712008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 92Q: 3 clusters Score -1.712008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 137104 members 
Entering Unmasked Estep 
Score: -17120090.000000 Penalty: 3854.007812
	Iteration 93Q: 3 clusters Score -1.712009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -17120108.000000 Penalty: 3854.007812
	Iteration 94Q: 3 clusters Score -1.712011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 95Q: 3 clusters Score -1.712009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 137134 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 96Q: 3 clusters Score -1.712009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 97Q: 3 clusters Score -1.712009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 137151 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 98Q: 3 clusters Score -1.712008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 99Q: 3 clusters Score -1.712008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 137167 members 
Entering Unmasked Estep 
Score: -17120080.000000 Penalty: 3854.007812
	Iteration 100F: 3 clusters Score -1.712008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 101Q: 3 clusters Score -1.712009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -17120104.000000 Penalty: 3854.007812
	Iteration 102Q: 3 clusters Score -1.71201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 137201 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 103Q: 3 clusters Score -1.71201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 104Q: 3 clusters Score -1.712009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -17120078.000000 Penalty: 3854.007812
	Iteration 105Q: 3 clusters Score -1.712008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 137227 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 106Q: 3 clusters Score -1.712008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 137241 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 107Q: 3 clusters Score -1.712009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 108Q: 3 clusters Score -1.712009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -17120100.000000 Penalty: 3854.007812
	Iteration 109Q: 3 clusters Score -1.71201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 137286 members 
Entering Unmasked Estep 
Score: -17120104.000000 Penalty: 3854.007812
	Iteration 110Q: 3 clusters Score -1.71201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 137297 members 
Entering Unmasked Estep 
Score: -17120108.000000 Penalty: 3854.007812
	Iteration 111Q: 3 clusters Score -1.712011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 137305 members 
Entering Unmasked Estep 
Score: -17120108.000000 Penalty: 3854.007812
	Iteration 112Q: 3 clusters Score -1.712011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -17120110.000000 Penalty: 3854.007812
	Iteration 113Q: 3 clusters Score -1.712011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 137315 members 
Entering Unmasked Estep 
Score: -17120120.000000 Penalty: 3854.007812
	Iteration 114Q: 3 clusters Score -1.712012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -17120118.000000 Penalty: 3854.007812
	Iteration 115Q: 3 clusters Score -1.712012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 116Q: 3 clusters Score -1.71201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -17120104.000000 Penalty: 3854.007812
	Iteration 117Q: 3 clusters Score -1.71201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -17120114.000000 Penalty: 3854.007812
	Iteration 118Q: 3 clusters Score -1.712011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 137339 members 
Entering Unmasked Estep 
Score: -17120096.000000 Penalty: 3854.007812
	Iteration 119Q: 3 clusters Score -1.71201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 137345 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 120F: 3 clusters Score -1.71201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 137352 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 121Q: 3 clusters Score -1.712009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 137353 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 122Q: 3 clusters Score -1.712008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 137353 members 
Entering Unmasked Estep 
Score: -17120092.000000 Penalty: 3854.007812
	Iteration 123Q: 3 clusters Score -1.712009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -17120096.000000 Penalty: 3854.007812
	Iteration 124Q: 3 clusters Score -1.71201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 125Q: 3 clusters Score -1.712009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 126Q: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 137363 members 
Entering Unmasked Estep 
Score: -17120080.000000 Penalty: 3854.007812
	Iteration 127Q: 3 clusters Score -1.712008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -17120076.000000 Penalty: 3854.007812
	Iteration 128Q: 3 clusters Score -1.712008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 129Q: 3 clusters Score -1.712008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 137375 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 130Q: 3 clusters Score -1.712009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -17120080.000000 Penalty: 3854.007812
	Iteration 131Q: 3 clusters Score -1.712008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 137387 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 132Q: 3 clusters Score -1.712009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 133Q: 3 clusters Score -1.712009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -17120092.000000 Penalty: 3854.007812
	Iteration 134Q: 3 clusters Score -1.712009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -17120090.000000 Penalty: 3854.007812
	Iteration 135Q: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 136Q: 3 clusters Score -1.71201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 137Q: 3 clusters Score -1.712009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -17120078.000000 Penalty: 3854.007812
	Iteration 138Q: 3 clusters Score -1.712008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 139Q: 3 clusters Score -1.712008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -17120088.000000 Penalty: 3854.007812
	Iteration 140F: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -17120076.000000 Penalty: 3854.007812
	Iteration 141Q: 3 clusters Score -1.712008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 142Q: 3 clusters Score -1.712008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 137421 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 143Q: 3 clusters Score -1.712008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -17120074.000000 Penalty: 3854.007812
	Iteration 144Q: 3 clusters Score -1.712007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -17120078.000000 Penalty: 3854.007812
	Iteration 145Q: 3 clusters Score -1.712008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 146Q: 3 clusters Score -1.712008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 147Q: 3 clusters Score -1.712009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -17120092.000000 Penalty: 3854.007812
	Iteration 148Q: 3 clusters Score -1.712009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -17120092.000000 Penalty: 3854.007812
	Iteration 149Q: 3 clusters Score -1.712009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -17120082.000000 Penalty: 3854.007812
	Iteration 150Q: 3 clusters Score -1.712008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -17120080.000000 Penalty: 3854.007812
	Iteration 151Q: 3 clusters Score -1.712008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -17120078.000000 Penalty: 3854.007812
	Iteration 152Q: 3 clusters Score -1.712008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 137463 members 
Entering Unmasked Estep 
Score: -17120076.000000 Penalty: 3854.007812
	Iteration 153Q: 3 clusters Score -1.712008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 137470 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 154Q: 3 clusters Score -1.712009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -17120086.000000 Penalty: 3854.007812
	Iteration 155Q: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 156Q: 3 clusters Score -1.712009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -17120096.000000 Penalty: 3854.007812
	Iteration 157Q: 3 clusters Score -1.71201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 158Q: 3 clusters Score -1.712009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 159Q: 3 clusters Score -1.712011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -17120084.000000 Penalty: 3854.007812
	Iteration 160F: 3 clusters Score -1.712008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 137516 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 161Q: 3 clusters Score -1.71201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 162Q: 3 clusters Score -1.712011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 163Q: 3 clusters Score -1.71201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 137540 members 
Entering Unmasked Estep 
Score: -17120090.000000 Penalty: 3854.007812
	Iteration 164Q: 3 clusters Score -1.712009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -17120094.000000 Penalty: 3854.007812
	Iteration 165Q: 3 clusters Score -1.712009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -17120090.000000 Penalty: 3854.007812
	Iteration 166Q: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 137559 members 
Entering Unmasked Estep 
Score: -17120092.000000 Penalty: 3854.007812
	Iteration 167Q: 3 clusters Score -1.712009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 168Q: 3 clusters Score -1.712011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17120118.000000 Penalty: 3854.007812
	Iteration 169Q: 3 clusters Score -1.712012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120100.000000 Penalty: 3854.007812
	Iteration 170Q: 3 clusters Score -1.71201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120098.000000 Penalty: 3854.007812
	Iteration 171Q: 3 clusters Score -1.71201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 172Q: 3 clusters Score -1.712011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 137564 members 
Entering Unmasked Estep 
Score: -17120110.000000 Penalty: 3854.007812
	Iteration 173Q: 3 clusters Score -1.712011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120108.000000 Penalty: 3854.007812
	Iteration 174Q: 3 clusters Score -1.712011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17120112.000000 Penalty: 3854.007812
	Iteration 175Q: 3 clusters Score -1.712011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17120110.000000 Penalty: 3854.007812
	Iteration 176Q: 3 clusters Score -1.712011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 137562 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 177Q: 3 clusters Score -1.712011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120106.000000 Penalty: 3854.007812
	Iteration 178Q: 3 clusters Score -1.712011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 137564 members 
Entering Unmasked Estep 
Score: -17120112.000000 Penalty: 3854.007812
	Iteration 179Q: 3 clusters Score -1.712011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -17120116.000000 Penalty: 3854.007812
	Iteration 180F: 3 clusters Score -1.712012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 137564 members 
Entering Unmasked Estep 
Score: -17120116.000000 Penalty: 3854.007812
	Iteration 181Q: 3 clusters Score -1.712012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120122.000000 Penalty: 3854.007812
	Iteration 182Q: 3 clusters Score -1.712012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 137563 members 
Entering Unmasked Estep 
Score: -17120122.000000 Penalty: 3854.007812
	Iteration 183F: 3 clusters Score -1.712012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11949 members 
Mstep: Class 10 contains 8788 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20770 members 
Mstep: Class 23 contains 8434 members 
Mstep: Class 24 contains 141278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445786.000000 Penalty: 36308.777344
Iteration 239Q: 19 clusters Score -2.944579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11969 members 
Mstep: Class 10 contains 8784 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9072 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12236 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20775 members 
Mstep: Class 23 contains 8430 members 
Mstep: Class 24 contains 141262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445784.000000 Penalty: 36308.777344
Iteration 240F: 19 clusters Score -2.944578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12236 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20778 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 141247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445796.000000 Penalty: 36308.777344
Iteration 241Q: 19 clusters Score -2.94458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11990 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12237 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20781 members 
Mstep: Class 23 contains 8427 members 
Mstep: Class 24 contains 141240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445816.000000 Penalty: 36308.777344
Iteration 242Q: 19 clusters Score -2.944582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11921 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1842 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12236 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20783 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 141236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445798.000000 Penalty: 36308.777344
Iteration 243Q: 19 clusters Score -2.94458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11920 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11995 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9074 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12237 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20787 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 141233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445828.000000 Penalty: 36308.777344
Iteration 244Q: 19 clusters Score -2.944583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20790 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 141234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445798.000000 Penalty: 36308.777344
Iteration 245Q: 19 clusters Score -2.94458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8426 members 
Mstep: Class 24 contains 141237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445822.000000 Penalty: 36308.777344
Iteration 246Q: 19 clusters Score -2.944582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 141239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445832.000000 Penalty: 36308.777344
Iteration 247Q: 19 clusters Score -2.944583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11913 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12002 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 141239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445848.000000 Penalty: 36308.777344
Iteration 248Q: 19 clusters Score -2.944585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 141240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445858.000000 Penalty: 36308.777344
Iteration 249Q: 19 clusters Score -2.944586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12005 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 141240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445852.000000 Penalty: 36308.777344
Iteration 250Q: 19 clusters Score -2.944585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9067 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 141241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445840.000000 Penalty: 36308.777344
Iteration 251Q: 19 clusters Score -2.944584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9068 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 141240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445848.000000 Penalty: 36308.777344
Iteration 252Q: 19 clusters Score -2.944585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8419 members 
Mstep: Class 24 contains 141239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445848.000000 Penalty: 36308.777344
Iteration 253Q: 19 clusters Score -2.944585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8420 members 
Mstep: Class 24 contains 141236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445838.000000 Penalty: 36308.777344
Iteration 254Q: 19 clusters Score -2.944584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8420 members 
Mstep: Class 24 contains 141234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445840.000000 Penalty: 36308.777344
Iteration 255Q: 19 clusters Score -2.944584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12007 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8417 members 
Mstep: Class 24 contains 141236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445864.000000 Penalty: 36308.777344
Iteration 256Q: 19 clusters Score -2.944586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20794 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 141236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445874.000000 Penalty: 36308.777344
Iteration 257Q: 19 clusters Score -2.944587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12010 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20794 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445860.000000 Penalty: 36308.777344
Iteration 258Q: 19 clusters Score -2.944586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12014 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445862.000000 Penalty: 36308.777344
Iteration 259Q: 19 clusters Score -2.944586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12018 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9071 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445852.000000 Penalty: 36308.777344
Iteration 260F: 19 clusters Score -2.944585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12023 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445856.000000 Penalty: 36308.777344
Iteration 261Q: 19 clusters Score -2.944586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12029 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445842.000000 Penalty: 36308.777344
Iteration 262Q: 19 clusters Score -2.944584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12036 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445864.000000 Penalty: 36308.777344
Iteration 263Q: 19 clusters Score -2.944586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12039 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445868.000000 Penalty: 36308.777344
Iteration 264Q: 19 clusters Score -2.944587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12046 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445850.000000 Penalty: 36308.777344
Iteration 265Q: 19 clusters Score -2.944585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12049 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445858.000000 Penalty: 36308.777344
Iteration 266Q: 19 clusters Score -2.944586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12053 members 
Mstep: Class 10 contains 8774 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445864.000000 Penalty: 36308.777344
Iteration 267Q: 19 clusters Score -2.944586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12055 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445862.000000 Penalty: 36308.777344
Iteration 268Q: 19 clusters Score -2.944586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12057 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445880.000000 Penalty: 36308.777344
Iteration 269Q: 19 clusters Score -2.944588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12058 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445876.000000 Penalty: 36308.777344
Iteration 270Q: 19 clusters Score -2.944588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12057 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445870.000000 Penalty: 36308.777344
Iteration 271Q: 19 clusters Score -2.944587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12056 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445858.000000 Penalty: 36308.777344
Iteration 272Q: 19 clusters Score -2.944586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 8 contains 12056 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 15 contains 9070 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12241 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 23 contains 8414 members 
Mstep: Class 24 contains 141194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -29445858.000000 Penalty: 36308.777344
Iteration 273F: 19 clusters Score -2.944586e+07 nChanged 0
Entering ConstructFrom: 
Score: -29445858.000000 Penalty: 36308.777344
Entering ConstructFrom: 
Trying to split cluster 1 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -211394.843750 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -211394.8 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 895 members 
Entering Unmasked Estep 
Score: -209425.953125 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -209426 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209801.062500 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -209801.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209920.359375 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -209920.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -209989.578125 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -209989.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210037.890625 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -210037.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -210075.171875 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -210075.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210105.093750 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -210105.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210129.718750 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -210129.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210154.515625 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -210154.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210172.812500 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -210172.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210189.343750 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -210189.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -210205.468750 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -210205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210222.625000 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -210222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210231.921875 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -210231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210240.843750 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -210240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -210248.531250 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -210248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210257.843750 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -210257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210261.375000 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -210261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210264.187500 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -210264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210267.015625 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -210267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210271.218750 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -210271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210274.625000 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -210274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210276.125000 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -210276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210277.046875 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -210277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210277.859375 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -210277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210277.859375 Penalty: 2431.322510
	Iteration 25F: 3 clusters Score -210277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -17100.623047 Penalty: 768.200562
	Iteration 0F: 2 clusters Score -17100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16497.609375 Penalty: 1536.401123
	Iteration 0F: 3 clusters Score -16497.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16519.736328 Penalty: 1536.401123
	Iteration 1F: 3 clusters Score -16519.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16522.050781 Penalty: 1536.401123
	Iteration 2Q: 3 clusters Score -16522.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16529.134766 Penalty: 1536.401123
	Iteration 3Q: 3 clusters Score -16529.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16544.804688 Penalty: 1536.401123
	Iteration 4Q: 3 clusters Score -16544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16547.371094 Penalty: 1536.401123
	Iteration 5Q: 3 clusters Score -16547.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16547.371094 Penalty: 1536.401123
	Iteration 6F: 3 clusters Score -16547.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Entering Unmasked Estep 
Score: -1468064.250000 Penalty: 1525.097900
	Iteration 0F: 2 clusters Score -1468064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1459693.500000 Penalty: 3050.195801
	Iteration 0F: 3 clusters Score -1459694 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1462537.625000 Penalty: 3050.195801
	Iteration 1F: 3 clusters Score -1462538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1462822.250000 Penalty: 3050.195801
	Iteration 2F: 3 clusters Score -1462822 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1463097.625000 Penalty: 3050.195801
	Iteration 3F: 3 clusters Score -1463098 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1463370.000000 Penalty: 3050.195801
	Iteration 4Q: 3 clusters Score -1463370 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1463666.750000 Penalty: 3050.195801
	Iteration 5Q: 3 clusters Score -1463667 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1463999.375000 Penalty: 3050.195801
	Iteration 6F: 3 clusters Score -1463999 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1464380.750000 Penalty: 3050.195801
	Iteration 7Q: 3 clusters Score -1464381 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1464740.375000 Penalty: 3050.195801
	Iteration 8Q: 3 clusters Score -1464740 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1465131.250000 Penalty: 3050.195801
	Iteration 9Q: 3 clusters Score -1465131 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1465497.750000 Penalty: 3050.195801
	Iteration 10Q: 3 clusters Score -1465498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1465790.875000 Penalty: 3050.195801
	Iteration 11Q: 3 clusters Score -1465791 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1465999.375000 Penalty: 3050.195801
	Iteration 12Q: 3 clusters Score -1465999 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1466136.500000 Penalty: 3050.195801
	Iteration 13Q: 3 clusters Score -1466136 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1466236.500000 Penalty: 3050.195801
	Iteration 14Q: 3 clusters Score -1466236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1466315.875000 Penalty: 3050.195801
	Iteration 15Q: 3 clusters Score -1466316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1466380.750000 Penalty: 3050.195801
	Iteration 16Q: 3 clusters Score -1466381 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1466440.750000 Penalty: 3050.195801
	Iteration 17Q: 3 clusters Score -1466441 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1466484.375000 Penalty: 3050.195801
	Iteration 18Q: 3 clusters Score -1466484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1466524.250000 Penalty: 3050.195801
	Iteration 19Q: 3 clusters Score -1466524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1466547.875000 Penalty: 3050.195801
	Iteration 20F: 3 clusters Score -1466548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1466566.750000 Penalty: 3050.195801
	Iteration 21Q: 3 clusters Score -1466567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1466583.000000 Penalty: 3050.195801
	Iteration 22Q: 3 clusters Score -1466583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1466604.375000 Penalty: 3050.195801
	Iteration 23Q: 3 clusters Score -1466604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1466619.000000 Penalty: 3050.195801
	Iteration 24Q: 3 clusters Score -1466619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1466626.875000 Penalty: 3050.195801
	Iteration 25Q: 3 clusters Score -1466627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1466639.375000 Penalty: 3050.195801
	Iteration 26Q: 3 clusters Score -1466639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1466649.750000 Penalty: 3050.195801
	Iteration 27Q: 3 clusters Score -1466650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1466654.250000 Penalty: 3050.195801
	Iteration 28Q: 3 clusters Score -1466654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1466663.875000 Penalty: 3050.195801
	Iteration 29Q: 3 clusters Score -1466664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1466666.375000 Penalty: 3050.195801
	Iteration 30Q: 3 clusters Score -1466666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1466670.000000 Penalty: 3050.195801
	Iteration 31Q: 3 clusters Score -1466670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1466672.750000 Penalty: 3050.195801
	Iteration 32Q: 3 clusters Score -1466673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1466676.000000 Penalty: 3050.195801
	Iteration 33Q: 3 clusters Score -1466676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1466676.375000 Penalty: 3050.195801
	Iteration 34Q: 3 clusters Score -1466676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1466676.500000 Penalty: 3050.195801
	Iteration 35Q: 3 clusters Score -1466676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1466677.500000 Penalty: 3050.195801
	Iteration 36Q: 3 clusters Score -1466678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1466677.500000 Penalty: 3050.195801
	Iteration 37F: 3 clusters Score -1466678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -255923.218750 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -255923.2 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 1049 members 
Entering Unmasked Estep 
Score: -253737.312500 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -253737.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254234.031250 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -254234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254360.109375 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -254360.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254431.234375 Penalty: 2493.040771
	Iteration 3Q: 3 clusters Score -254431.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254485.718750 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -254485.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -254526.515625 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -254526.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -254558.000000 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -254558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254591.250000 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -254591.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -254628.562500 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -254628.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -254665.546875 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -254665.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -254698.687500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -254698.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -254732.921875 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -254732.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254760.703125 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -254760.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254783.015625 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -254783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -254806.718750 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -254806.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -254832.031250 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -254832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254852.718750 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -254852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -254864.171875 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -254864.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254878.968750 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -254879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -254899.015625 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -254899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -254915.859375 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -254915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -254929.578125 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -254929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -254946.140625 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -254946.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -254963.515625 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -254963.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -254976.312500 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -254976.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -254988.578125 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -254988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -255000.453125 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -255000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -255016.484375 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -255016.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -255029.750000 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -255029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -255051.109375 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -255051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -255063.437500 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -255063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -255069.765625 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -255069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -255076.140625 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -255076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -255080.703125 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -255080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -255083.171875 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -255083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -255085.203125 Penalty: 2493.040771
	Iteration 35Q: 3 clusters Score -255085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -255087.156250 Penalty: 2493.040771
	Iteration 36Q: 3 clusters Score -255087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -255089.859375 Penalty: 2493.040771
	Iteration 37Q: 3 clusters Score -255089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -255091.000000 Penalty: 2493.040771
	Iteration 38Q: 3 clusters Score -255091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -255091.671875 Penalty: 2493.040771
	Iteration 39Q: 3 clusters Score -255091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -255092.687500 Penalty: 2493.040771
	Iteration 40F: 3 clusters Score -255092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -255093.921875 Penalty: 2493.040771
	Iteration 41Q: 3 clusters Score -255093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -255095.828125 Penalty: 2493.040771
	Iteration 42Q: 3 clusters Score -255095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -255099.578125 Penalty: 2493.040771
	Iteration 43Q: 3 clusters Score -255099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -255100.328125 Penalty: 2493.040771
	Iteration 44Q: 3 clusters Score -255100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -255102.421875 Penalty: 2493.040771
	Iteration 45Q: 3 clusters Score -255102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -255102.859375 Penalty: 2493.040771
	Iteration 46Q: 3 clusters Score -255102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -255102.859375 Penalty: 2493.040771
	Iteration 47F: 3 clusters Score -255102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -517241.750000 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -517241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -513704.781250 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -513704.8 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -514730.218750 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -514730.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -514890.500000 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -514890.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -514991.937500 Penalty: 2712.272949
	Iteration 3Q: 3 clusters Score -514991.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -515053.406250 Penalty: 2712.272949
	Iteration 4Q: 3 clusters Score -515053.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -515098.750000 Penalty: 2712.272949
	Iteration 5Q: 3 clusters Score -515098.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -515127.187500 Penalty: 2712.272949
	Iteration 6Q: 3 clusters Score -515127.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -515150.093750 Penalty: 2712.272949
	Iteration 7Q: 3 clusters Score -515150.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -515176.781250 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -515176.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -515204.125000 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -515204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -515229.500000 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -515229.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -515254.062500 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -515254.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -515282.187500 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -515282.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -515314.062500 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -515314.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -515339.250000 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -515339.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -515362.718750 Penalty: 2712.272949
	Iteration 15Q: 3 clusters Score -515362.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -515385.750000 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -515385.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -515410.437500 Penalty: 2712.272949
	Iteration 17Q: 3 clusters Score -515410.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -515435.281250 Penalty: 2712.272949
	Iteration 18Q: 3 clusters Score -515435.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -515464.687500 Penalty: 2712.272949
	Iteration 19Q: 3 clusters Score -515464.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -515500.437500 Penalty: 2712.272949
	Iteration 20F: 3 clusters Score -515500.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -515540.718750 Penalty: 2712.272949
	Iteration 21Q: 3 clusters Score -515540.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -515584.062500 Penalty: 2712.272949
	Iteration 22Q: 3 clusters Score -515584.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -515623.468750 Penalty: 2712.272949
	Iteration 23Q: 3 clusters Score -515623.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -515667.656250 Penalty: 2712.272949
	Iteration 24Q: 3 clusters Score -515667.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -515697.125000 Penalty: 2712.272949
	Iteration 25Q: 3 clusters Score -515697.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -515731.250000 Penalty: 2712.272949
	Iteration 26Q: 3 clusters Score -515731.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -515764.031250 Penalty: 2712.272949
	Iteration 27Q: 3 clusters Score -515764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -515784.218750 Penalty: 2712.272949
	Iteration 28Q: 3 clusters Score -515784.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -515800.250000 Penalty: 2712.272949
	Iteration 29Q: 3 clusters Score -515800.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -515815.812500 Penalty: 2712.272949
	Iteration 30Q: 3 clusters Score -515815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -515827.906250 Penalty: 2712.272949
	Iteration 31Q: 3 clusters Score -515827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -515838.812500 Penalty: 2712.272949
	Iteration 32Q: 3 clusters Score -515838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -515845.718750 Penalty: 2712.272949
	Iteration 33Q: 3 clusters Score -515845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -515855.562500 Penalty: 2712.272949
	Iteration 34Q: 3 clusters Score -515855.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -515860.937500 Penalty: 2712.272949
	Iteration 35Q: 3 clusters Score -515860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -515865.375000 Penalty: 2712.272949
	Iteration 36Q: 3 clusters Score -515865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -515865.406250 Penalty: 2712.272949
	Iteration 37Q: 3 clusters Score -515865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -515866.125000 Penalty: 2712.272949
	Iteration 38Q: 3 clusters Score -515866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -515868.750000 Penalty: 2712.272949
	Iteration 39Q: 3 clusters Score -515868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -515869.843750 Penalty: 2712.272949
	Iteration 40F: 3 clusters Score -515869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -515871.156250 Penalty: 2712.272949
	Iteration 41Q: 3 clusters Score -515871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -515872.218750 Penalty: 2712.272949
	Iteration 42Q: 3 clusters Score -515872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -515872.562500 Penalty: 2712.272949
	Iteration 43Q: 3 clusters Score -515872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -515873.531250 Penalty: 2712.272949
	Iteration 44Q: 3 clusters Score -515873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -515876.031250 Penalty: 2712.272949
	Iteration 45Q: 3 clusters Score -515876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -515879.031250 Penalty: 2712.272949
	Iteration 46Q: 3 clusters Score -515879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -515883.781250 Penalty: 2712.272949
	Iteration 47Q: 3 clusters Score -515883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -515886.218750 Penalty: 2712.272949
	Iteration 48Q: 3 clusters Score -515886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -515889.125000 Penalty: 2712.272949
	Iteration 49Q: 3 clusters Score -515889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -515892.468750 Penalty: 2712.272949
	Iteration 50Q: 3 clusters Score -515892.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -515897.125000 Penalty: 2712.272949
	Iteration 51Q: 3 clusters Score -515897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -515902.781250 Penalty: 2712.272949
	Iteration 52Q: 3 clusters Score -515902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -515911.750000 Penalty: 2712.272949
	Iteration 53Q: 3 clusters Score -515911.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -515920.968750 Penalty: 2712.272949
	Iteration 54Q: 3 clusters Score -515921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -515926.343750 Penalty: 2712.272949
	Iteration 55Q: 3 clusters Score -515926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -515928.093750 Penalty: 2712.272949
	Iteration 56Q: 3 clusters Score -515928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -515930.718750 Penalty: 2712.272949
	Iteration 57Q: 3 clusters Score -515930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -515932.343750 Penalty: 2712.272949
	Iteration 58Q: 3 clusters Score -515932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -515933.937500 Penalty: 2712.272949
	Iteration 59Q: 3 clusters Score -515933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -515934.406250 Penalty: 2712.272949
	Iteration 60F: 3 clusters Score -515934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -515935.718750 Penalty: 2712.272949
	Iteration 61Q: 3 clusters Score -515935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -515938.062500 Penalty: 2712.272949
	Iteration 62Q: 3 clusters Score -515938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -515939.125000 Penalty: 2712.272949
	Iteration 63Q: 3 clusters Score -515939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -515942.750000 Penalty: 2712.272949
	Iteration 64Q: 3 clusters Score -515942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -515943.906250 Penalty: 2712.272949
	Iteration 65Q: 3 clusters Score -515943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -515945.687500 Penalty: 2712.272949
	Iteration 66Q: 3 clusters Score -515945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -515946.437500 Penalty: 2712.272949
	Iteration 67Q: 3 clusters Score -515946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -515946.281250 Penalty: 2712.272949
	Iteration 68Q: 3 clusters Score -515946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -515947.968750 Penalty: 2712.272949
	Iteration 69Q: 3 clusters Score -515948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -515947.968750 Penalty: 2712.272949
	Iteration 70F: 3 clusters Score -515948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -385168.031250 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -385168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382314.375000 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -382314.4 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -382947.718750 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -382947.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -383067.031250 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -383067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -383135.562500 Penalty: 2628.682861
	Iteration 3Q: 3 clusters Score -383135.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -383184.218750 Penalty: 2628.682861
	Iteration 4Q: 3 clusters Score -383184.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383226.437500 Penalty: 2628.682861
	Iteration 5Q: 3 clusters Score -383226.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -383263.437500 Penalty: 2628.682861
	Iteration 6Q: 3 clusters Score -383263.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -383286.062500 Penalty: 2628.682861
	Iteration 7Q: 3 clusters Score -383286.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -383306.687500 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -383306.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -383326.031250 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -383326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -383337.250000 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -383337.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -383349.406250 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -383349.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -383359.687500 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -383359.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -383370.187500 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -383370.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383382.281250 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -383382.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383393.187500 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -383393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -383400.500000 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -383400.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -383406.375000 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -383406.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -383414.562500 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -383414.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -383422.062500 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -383422.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -383430.843750 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -383430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -383440.718750 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -383440.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -383452.312500 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -383452.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -383462.625000 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -383462.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -383473.500000 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -383473.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -383485.593750 Penalty: 2628.682861
	Iteration 25Q: 3 clusters Score -383485.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -383502.093750 Penalty: 2628.682861
	Iteration 26Q: 3 clusters Score -383502.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -383518.906250 Penalty: 2628.682861
	Iteration 27Q: 3 clusters Score -383518.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -383541.093750 Penalty: 2628.682861
	Iteration 28Q: 3 clusters Score -383541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -383560.875000 Penalty: 2628.682861
	Iteration 29Q: 3 clusters Score -383560.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -383578.968750 Penalty: 2628.682861
	Iteration 30Q: 3 clusters Score -383579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -383598.281250 Penalty: 2628.682861
	Iteration 31Q: 3 clusters Score -383598.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -383614.843750 Penalty: 2628.682861
	Iteration 32Q: 3 clusters Score -383614.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383631.187500 Penalty: 2628.682861
	Iteration 33Q: 3 clusters Score -383631.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -383648.187500 Penalty: 2628.682861
	Iteration 34Q: 3 clusters Score -383648.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -383664.000000 Penalty: 2628.682861
	Iteration 35Q: 3 clusters Score -383664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383682.968750 Penalty: 2628.682861
	Iteration 36Q: 3 clusters Score -383683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -383704.718750 Penalty: 2628.682861
	Iteration 37Q: 3 clusters Score -383704.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383727.687500 Penalty: 2628.682861
	Iteration 38Q: 3 clusters Score -383727.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -383744.250000 Penalty: 2628.682861
	Iteration 39Q: 3 clusters Score -383744.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383757.687500 Penalty: 2628.682861
	Iteration 40F: 3 clusters Score -383757.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -383771.843750 Penalty: 2628.682861
	Iteration 41Q: 3 clusters Score -383771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -383781.656250 Penalty: 2628.682861
	Iteration 42Q: 3 clusters Score -383781.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -383789.937500 Penalty: 2628.682861
	Iteration 43Q: 3 clusters Score -383789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -383797.718750 Penalty: 2628.682861
	Iteration 44Q: 3 clusters Score -383797.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -383806.531250 Penalty: 2628.682861
	Iteration 45Q: 3 clusters Score -383806.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -383817.468750 Penalty: 2628.682861
	Iteration 46Q: 3 clusters Score -383817.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -383824.812500 Penalty: 2628.682861
	Iteration 47Q: 3 clusters Score -383824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -383832.281250 Penalty: 2628.682861
	Iteration 48Q: 3 clusters Score -383832.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -383842.218750 Penalty: 2628.682861
	Iteration 49Q: 3 clusters Score -383842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -383849.625000 Penalty: 2628.682861
	Iteration 50Q: 3 clusters Score -383849.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -383853.781250 Penalty: 2628.682861
	Iteration 51Q: 3 clusters Score -383853.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -383856.000000 Penalty: 2628.682861
	Iteration 52Q: 3 clusters Score -383856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -383858.062500 Penalty: 2628.682861
	Iteration 53Q: 3 clusters Score -383858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -383859.937500 Penalty: 2628.682861
	Iteration 54Q: 3 clusters Score -383859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -383862.812500 Penalty: 2628.682861
	Iteration 55Q: 3 clusters Score -383862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -383863.875000 Penalty: 2628.682861
	Iteration 56Q: 3 clusters Score -383863.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -383866.562500 Penalty: 2628.682861
	Iteration 57Q: 3 clusters Score -383866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -383870.250000 Penalty: 2628.682861
	Iteration 58Q: 3 clusters Score -383870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -383873.187500 Penalty: 2628.682861
	Iteration 59Q: 3 clusters Score -383873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -383877.375000 Penalty: 2628.682861
	Iteration 60F: 3 clusters Score -383877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -383879.968750 Penalty: 2628.682861
	Iteration 61Q: 3 clusters Score -383880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -383883.375000 Penalty: 2628.682861
	Iteration 62Q: 3 clusters Score -383883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383887.000000 Penalty: 2628.682861
	Iteration 63Q: 3 clusters Score -383887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -383888.843750 Penalty: 2628.682861
	Iteration 64Q: 3 clusters Score -383888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -383889.718750 Penalty: 2628.682861
	Iteration 65Q: 3 clusters Score -383889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -383892.375000 Penalty: 2628.682861
	Iteration 66Q: 3 clusters Score -383892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -383893.656250 Penalty: 2628.682861
	Iteration 67Q: 3 clusters Score -383893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -383894.906250 Penalty: 2628.682861
	Iteration 68Q: 3 clusters Score -383894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -383895.406250 Penalty: 2628.682861
	Iteration 69Q: 3 clusters Score -383895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -383896.656250 Penalty: 2628.682861
	Iteration 70Q: 3 clusters Score -383896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -383897.718750 Penalty: 2628.682861
	Iteration 71Q: 3 clusters Score -383897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383897.781250 Penalty: 2628.682861
	Iteration 72Q: 3 clusters Score -383897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383897.875000 Penalty: 2628.682861
	Iteration 73Q: 3 clusters Score -383897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383898.687500 Penalty: 2628.682861
	Iteration 74Q: 3 clusters Score -383898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -383898.687500 Penalty: 2628.682861
	Iteration 75Q: 3 clusters Score -383898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383899.687500 Penalty: 2628.682861
	Iteration 76Q: 3 clusters Score -383899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383898.593750 Penalty: 2628.682861
	Iteration 77Q: 3 clusters Score -383898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383899.250000 Penalty: 2628.682861
	Iteration 78Q: 3 clusters Score -383899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383899.250000 Penalty: 2628.682861
	Iteration 79F: 3 clusters Score -383899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -205682.625000 Penalty: 1221.685425
	Iteration 0F: 2 clusters Score -205682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203731.562500 Penalty: 2443.370850
	Iteration 0F: 3 clusters Score -203731.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -204293.031250 Penalty: 2443.370850
	Iteration 1F: 3 clusters Score -204293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204488.000000 Penalty: 2443.370850
	Iteration 2F: 3 clusters Score -204488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -204577.343750 Penalty: 2443.370850
	Iteration 3F: 3 clusters Score -204577.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -204630.406250 Penalty: 2443.370850
	Iteration 4Q: 3 clusters Score -204630.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204671.484375 Penalty: 2443.370850
	Iteration 5Q: 3 clusters Score -204671.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -204695.937500 Penalty: 2443.370850
	Iteration 6Q: 3 clusters Score -204695.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -204716.578125 Penalty: 2443.370850
	Iteration 7Q: 3 clusters Score -204716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -204734.156250 Penalty: 2443.370850
	Iteration 8Q: 3 clusters Score -204734.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -204752.187500 Penalty: 2443.370850
	Iteration 9Q: 3 clusters Score -204752.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -204772.765625 Penalty: 2443.370850
	Iteration 10Q: 3 clusters Score -204772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204787.093750 Penalty: 2443.370850
	Iteration 11Q: 3 clusters Score -204787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -204794.312500 Penalty: 2443.370850
	Iteration 12Q: 3 clusters Score -204794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -204799.468750 Penalty: 2443.370850
	Iteration 13Q: 3 clusters Score -204799.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -204803.312500 Penalty: 2443.370850
	Iteration 14Q: 3 clusters Score -204803.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -204807.796875 Penalty: 2443.370850
	Iteration 15Q: 3 clusters Score -204807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -204811.406250 Penalty: 2443.370850
	Iteration 16Q: 3 clusters Score -204811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -204811.765625 Penalty: 2443.370850
	Iteration 17Q: 3 clusters Score -204811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -204811.765625 Penalty: 2443.370850
	Iteration 18F: 3 clusters Score -204811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Entering Unmasked Estep 
Score: -1521383.625000 Penalty: 1527.064209
	Iteration 0F: 2 clusters Score -1521384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1512451.875000 Penalty: 3054.128418
	Iteration 0F: 3 clusters Score -1512452 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1515164.875000 Penalty: 3054.128418
	Iteration 1F: 3 clusters Score -1515165 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1515434.750000 Penalty: 3054.128418
	Iteration 2F: 3 clusters Score -1515435 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1515648.500000 Penalty: 3054.128418
	Iteration 3F: 3 clusters Score -1515648 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1515820.500000 Penalty: 3054.128418
	Iteration 4Q: 3 clusters Score -1515820 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1515977.375000 Penalty: 3054.128418
	Iteration 5Q: 3 clusters Score -1515977 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1516142.500000 Penalty: 3054.128418
	Iteration 6Q: 3 clusters Score -1516142 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1516310.125000 Penalty: 3054.128418
	Iteration 7Q: 3 clusters Score -1516310 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1516453.000000 Penalty: 3054.128418
	Iteration 8Q: 3 clusters Score -1516453 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1516650.125000 Penalty: 3054.128418
	Iteration 9Q: 3 clusters Score -1516650 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1516856.000000 Penalty: 3054.128418
	Iteration 10Q: 3 clusters Score -1516856 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1517096.625000 Penalty: 3054.128418
	Iteration 11Q: 3 clusters Score -1517097 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1517313.875000 Penalty: 3054.128418
	Iteration 12Q: 3 clusters Score -1517314 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1517458.250000 Penalty: 3054.128418
	Iteration 13Q: 3 clusters Score -1517458 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1517538.625000 Penalty: 3054.128418
	Iteration 14Q: 3 clusters Score -1517539 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1517581.500000 Penalty: 3054.128418
	Iteration 15Q: 3 clusters Score -1517582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1517600.875000 Penalty: 3054.128418
	Iteration 16Q: 3 clusters Score -1517601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1517623.250000 Penalty: 3054.128418
	Iteration 17Q: 3 clusters Score -1517623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1517635.250000 Penalty: 3054.128418
	Iteration 18Q: 3 clusters Score -1517635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1517641.750000 Penalty: 3054.128418
	Iteration 19Q: 3 clusters Score -1517642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1517652.625000 Penalty: 3054.128418
	Iteration 20F: 3 clusters Score -1517653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1517662.000000 Penalty: 3054.128418
	Iteration 21Q: 3 clusters Score -1517662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1517671.625000 Penalty: 3054.128418
	Iteration 22Q: 3 clusters Score -1517672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1517679.875000 Penalty: 3054.128418
	Iteration 23Q: 3 clusters Score -1517680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1517686.875000 Penalty: 3054.128418
	Iteration 24Q: 3 clusters Score -1517687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1517693.000000 Penalty: 3054.128418
	Iteration 25Q: 3 clusters Score -1517693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1517698.250000 Penalty: 3054.128418
	Iteration 26Q: 3 clusters Score -1517698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1517701.750000 Penalty: 3054.128418
	Iteration 27Q: 3 clusters Score -1517702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1517703.875000 Penalty: 3054.128418
	Iteration 28Q: 3 clusters Score -1517704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1517707.000000 Penalty: 3054.128418
	Iteration 29Q: 3 clusters Score -1517707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1517708.750000 Penalty: 3054.128418
	Iteration 30Q: 3 clusters Score -1517709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1517710.250000 Penalty: 3054.128418
	Iteration 31Q: 3 clusters Score -1517710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1517709.375000 Penalty: 3054.128418
	Iteration 32Q: 3 clusters Score -1517709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1517714.375000 Penalty: 3054.128418
	Iteration 33Q: 3 clusters Score -1517714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1517718.500000 Penalty: 3054.128418
	Iteration 34Q: 3 clusters Score -1517718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1517721.125000 Penalty: 3054.128418
	Iteration 35Q: 3 clusters Score -1517721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1517721.875000 Penalty: 3054.128418
	Iteration 36Q: 3 clusters Score -1517722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1517720.750000 Penalty: 3054.128418
	Iteration 37Q: 3 clusters Score -1517721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1517725.000000 Penalty: 3054.128418
	Iteration 38Q: 3 clusters Score -1517725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1517727.125000 Penalty: 3054.128418
	Iteration 39Q: 3 clusters Score -1517727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1517727.875000 Penalty: 3054.128418
	Iteration 40F: 3 clusters Score -1517728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1517731.125000 Penalty: 3054.128418
	Iteration 41Q: 3 clusters Score -1517731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1517737.125000 Penalty: 3054.128418
	Iteration 42Q: 3 clusters Score -1517737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1517736.250000 Penalty: 3054.128418
	Iteration 43Q: 3 clusters Score -1517736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1517735.500000 Penalty: 3054.128418
	Iteration 44Q: 3 clusters Score -1517736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1517738.750000 Penalty: 3054.128418
	Iteration 45Q: 3 clusters Score -1517739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1517738.875000 Penalty: 3054.128418
	Iteration 46Q: 3 clusters Score -1517739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1517740.250000 Penalty: 3054.128418
	Iteration 47Q: 3 clusters Score -1517740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1517740.750000 Penalty: 3054.128418
	Iteration 48Q: 3 clusters Score -1517741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1517742.625000 Penalty: 3054.128418
	Iteration 49Q: 3 clusters Score -1517743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1517744.750000 Penalty: 3054.128418
	Iteration 50Q: 3 clusters Score -1517745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1517745.750000 Penalty: 3054.128418
	Iteration 51Q: 3 clusters Score -1517746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1517746.875000 Penalty: 3054.128418
	Iteration 52Q: 3 clusters Score -1517747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1517750.500000 Penalty: 3054.128418
	Iteration 53Q: 3 clusters Score -1517750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1517748.625000 Penalty: 3054.128418
	Iteration 54Q: 3 clusters Score -1517749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1517748.750000 Penalty: 3054.128418
	Iteration 55Q: 3 clusters Score -1517749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1517750.750000 Penalty: 3054.128418
	Iteration 56Q: 3 clusters Score -1517751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1517748.750000 Penalty: 3054.128418
	Iteration 57Q: 3 clusters Score -1517749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1517746.875000 Penalty: 3054.128418
	Iteration 58Q: 3 clusters Score -1517747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1517750.250000 Penalty: 3054.128418
	Iteration 59Q: 3 clusters Score -1517750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1517747.625000 Penalty: 3054.128418
	Iteration 60F: 3 clusters Score -1517748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1517749.125000 Penalty: 3054.128418
	Iteration 61Q: 3 clusters Score -1517749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1517751.750000 Penalty: 3054.128418
	Iteration 62Q: 3 clusters Score -1517752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1517749.125000 Penalty: 3054.128418
	Iteration 63Q: 3 clusters Score -1517749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1517752.875000 Penalty: 3054.128418
	Iteration 64Q: 3 clusters Score -1517753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1517753.875000 Penalty: 3054.128418
	Iteration 65Q: 3 clusters Score -1517754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1517758.000000 Penalty: 3054.128418
	Iteration 66Q: 3 clusters Score -1517758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1517758.125000 Penalty: 3054.128418
	Iteration 67Q: 3 clusters Score -1517758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1517755.875000 Penalty: 3054.128418
	Iteration 68Q: 3 clusters Score -1517756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1517759.125000 Penalty: 3054.128418
	Iteration 69Q: 3 clusters Score -1517759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1517757.625000 Penalty: 3054.128418
	Iteration 70Q: 3 clusters Score -1517758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1517759.000000 Penalty: 3054.128418
	Iteration 71Q: 3 clusters Score -1517759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1517758.250000 Penalty: 3054.128418
	Iteration 72Q: 3 clusters Score -1517758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1517762.625000 Penalty: 3054.128418
	Iteration 73Q: 3 clusters Score -1517763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1517761.625000 Penalty: 3054.128418
	Iteration 74Q: 3 clusters Score -1517762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1517758.750000 Penalty: 3054.128418
	Iteration 75Q: 3 clusters Score -1517759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1517769.500000 Penalty: 3054.128418
	Iteration 76Q: 3 clusters Score -1517770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1517766.625000 Penalty: 3054.128418
	Iteration 77Q: 3 clusters Score -1517767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1517770.250000 Penalty: 3054.128418
	Iteration 78Q: 3 clusters Score -1517770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1517770.375000 Penalty: 3054.128418
	Iteration 79Q: 3 clusters Score -1517770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1517768.625000 Penalty: 3054.128418
	Iteration 80F: 3 clusters Score -1517769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1517768.500000 Penalty: 3054.128418
	Iteration 81Q: 3 clusters Score -1517768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1517767.625000 Penalty: 3054.128418
	Iteration 82Q: 3 clusters Score -1517768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1517771.500000 Penalty: 3054.128418
	Iteration 83Q: 3 clusters Score -1517772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1517770.500000 Penalty: 3054.128418
	Iteration 84Q: 3 clusters Score -1517770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1517768.500000 Penalty: 3054.128418
	Iteration 85Q: 3 clusters Score -1517768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1517767.375000 Penalty: 3054.128418
	Iteration 86Q: 3 clusters Score -1517767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1517767.250000 Penalty: 3054.128418
	Iteration 87Q: 3 clusters Score -1517767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1517769.750000 Penalty: 3054.128418
	Iteration 88Q: 3 clusters Score -1517770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1517770.625000 Penalty: 3054.128418
	Iteration 89Q: 3 clusters Score -1517771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1517770.625000 Penalty: 3054.128418
	Iteration 90F: 3 clusters Score -1517771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1090290.375000 Penalty: 1475.371094
	Iteration 0F: 2 clusters Score -1090290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1083911.250000 Penalty: 2950.742188
	Iteration 0F: 3 clusters Score -1083911 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1085907.250000 Penalty: 2950.742188
	Iteration 1F: 3 clusters Score -1085907 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1086159.750000 Penalty: 2950.742188
	Iteration 2F: 3 clusters Score -1086160 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1086370.500000 Penalty: 2950.742188
	Iteration 3F: 3 clusters Score -1086370 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1086565.750000 Penalty: 2950.742188
	Iteration 4Q: 3 clusters Score -1086566 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1086769.250000 Penalty: 2950.742188
	Iteration 5Q: 3 clusters Score -1086769 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1086983.500000 Penalty: 2950.742188
	Iteration 6Q: 3 clusters Score -1086984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1087215.750000 Penalty: 2950.742188
	Iteration 7Q: 3 clusters Score -1087216 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1087465.750000 Penalty: 2950.742188
	Iteration 8Q: 3 clusters Score -1087466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1087741.625000 Penalty: 2950.742188
	Iteration 9Q: 3 clusters Score -1087742 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1087994.625000 Penalty: 2950.742188
	Iteration 10Q: 3 clusters Score -1087995 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1088213.625000 Penalty: 2950.742188
	Iteration 11Q: 3 clusters Score -1088214 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1088399.500000 Penalty: 2950.742188
	Iteration 12Q: 3 clusters Score -1088400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1088543.250000 Penalty: 2950.742188
	Iteration 13Q: 3 clusters Score -1088543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1088612.625000 Penalty: 2950.742188
	Iteration 14Q: 3 clusters Score -1088613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1088668.625000 Penalty: 2950.742188
	Iteration 15Q: 3 clusters Score -1088669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1088719.125000 Penalty: 2950.742188
	Iteration 16Q: 3 clusters Score -1088719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1088759.500000 Penalty: 2950.742188
	Iteration 17Q: 3 clusters Score -1088760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1088788.625000 Penalty: 2950.742188
	Iteration 18Q: 3 clusters Score -1088789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1088816.875000 Penalty: 2950.742188
	Iteration 19Q: 3 clusters Score -1088817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1088842.000000 Penalty: 2950.742188
	Iteration 20F: 3 clusters Score -1088842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1088865.500000 Penalty: 2950.742188
	Iteration 21Q: 3 clusters Score -1088866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1088883.375000 Penalty: 2950.742188
	Iteration 22Q: 3 clusters Score -1088883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1088899.125000 Penalty: 2950.742188
	Iteration 23Q: 3 clusters Score -1088899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1088911.000000 Penalty: 2950.742188
	Iteration 24Q: 3 clusters Score -1088911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1088923.125000 Penalty: 2950.742188
	Iteration 25Q: 3 clusters Score -1088923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1088936.500000 Penalty: 2950.742188
	Iteration 26Q: 3 clusters Score -1088936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1088956.500000 Penalty: 2950.742188
	Iteration 27Q: 3 clusters Score -1088956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1088963.500000 Penalty: 2950.742188
	Iteration 28Q: 3 clusters Score -1088964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1088969.250000 Penalty: 2950.742188
	Iteration 29Q: 3 clusters Score -1088969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1088974.500000 Penalty: 2950.742188
	Iteration 30Q: 3 clusters Score -1088974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1088981.250000 Penalty: 2950.742188
	Iteration 31Q: 3 clusters Score -1088981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1088986.000000 Penalty: 2950.742188
	Iteration 32Q: 3 clusters Score -1088986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1088990.250000 Penalty: 2950.742188
	Iteration 33Q: 3 clusters Score -1088990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1088991.250000 Penalty: 2950.742188
	Iteration 34Q: 3 clusters Score -1088991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1088994.750000 Penalty: 2950.742188
	Iteration 35Q: 3 clusters Score -1088995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1089002.125000 Penalty: 2950.742188
	Iteration 36Q: 3 clusters Score -1089002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1089004.875000 Penalty: 2950.742188
	Iteration 37Q: 3 clusters Score -1089005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1089006.625000 Penalty: 2950.742188
	Iteration 38Q: 3 clusters Score -1089007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1089008.500000 Penalty: 2950.742188
	Iteration 39Q: 3 clusters Score -1089008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1089011.375000 Penalty: 2950.742188
	Iteration 40F: 3 clusters Score -1089011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1089012.625000 Penalty: 2950.742188
	Iteration 41Q: 3 clusters Score -1089013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1089015.000000 Penalty: 2950.742188
	Iteration 42Q: 3 clusters Score -1089015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1089015.250000 Penalty: 2950.742188
	Iteration 43Q: 3 clusters Score -1089015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1089015.125000 Penalty: 2950.742188
	Iteration 44Q: 3 clusters Score -1089015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1089015.625000 Penalty: 2950.742188
	Iteration 45Q: 3 clusters Score -1089016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1089015.625000 Penalty: 2950.742188
	Iteration 46F: 3 clusters Score -1089016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36707.226562 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36707.23 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 182 members 
Entering Unmasked Estep 
Score: -35806.699219 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35806.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36007.089844 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36007.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36054.128906 Penalty: 1920.126953
	Iteration 2Q: 3 clusters Score -36054.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36077.468750 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36077.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36097.207031 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36097.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36103.968750 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36103.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36113.722656 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36113.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36121.847656 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -36121.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36129.214844 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -36129.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36129.214844 Penalty: 1920.126953
	Iteration 9F: 3 clusters Score -36129.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -1116815.000000 Penalty: 1480.818115
	Iteration 0F: 2 clusters Score -1116815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1110193.625000 Penalty: 2961.636230
	Iteration 0F: 3 clusters Score -1110194 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1112186.125000 Penalty: 2961.636230
	Iteration 1F: 3 clusters Score -1112186 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1112412.625000 Penalty: 2961.636230
	Iteration 2F: 3 clusters Score -1112413 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1112619.750000 Penalty: 2961.636230
	Iteration 3F: 3 clusters Score -1112620 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1112803.750000 Penalty: 2961.636230
	Iteration 4Q: 3 clusters Score -1112804 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1112965.875000 Penalty: 2961.636230
	Iteration 5Q: 3 clusters Score -1112966 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1113118.875000 Penalty: 2961.636230
	Iteration 6Q: 3 clusters Score -1113119 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1113297.250000 Penalty: 2961.636230
	Iteration 7Q: 3 clusters Score -1113297 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1113507.125000 Penalty: 2961.636230
	Iteration 8Q: 3 clusters Score -1113507 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1113777.250000 Penalty: 2961.636230
	Iteration 9Q: 3 clusters Score -1113777 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1114125.625000 Penalty: 2961.636230
	Iteration 10Q: 3 clusters Score -1114126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1114450.875000 Penalty: 2961.636230
	Iteration 11Q: 3 clusters Score -1114451 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1114728.125000 Penalty: 2961.636230
	Iteration 12Q: 3 clusters Score -1114728 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1114923.375000 Penalty: 2961.636230
	Iteration 13Q: 3 clusters Score -1114923 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1115069.500000 Penalty: 2961.636230
	Iteration 14Q: 3 clusters Score -1115070 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1115193.500000 Penalty: 2961.636230
	Iteration 15Q: 3 clusters Score -1115194 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1115266.875000 Penalty: 2961.636230
	Iteration 16Q: 3 clusters Score -1115267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1115330.125000 Penalty: 2961.636230
	Iteration 17Q: 3 clusters Score -1115330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1115380.875000 Penalty: 2961.636230
	Iteration 18Q: 3 clusters Score -1115381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1115415.750000 Penalty: 2961.636230
	Iteration 19Q: 3 clusters Score -1115416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1115441.875000 Penalty: 2961.636230
	Iteration 20F: 3 clusters Score -1115442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1115466.500000 Penalty: 2961.636230
	Iteration 21Q: 3 clusters Score -1115466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1115483.250000 Penalty: 2961.636230
	Iteration 22Q: 3 clusters Score -1115483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1115489.750000 Penalty: 2961.636230
	Iteration 23Q: 3 clusters Score -1115490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1115496.750000 Penalty: 2961.636230
	Iteration 24Q: 3 clusters Score -1115497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1115499.125000 Penalty: 2961.636230
	Iteration 25Q: 3 clusters Score -1115499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1115505.250000 Penalty: 2961.636230
	Iteration 26Q: 3 clusters Score -1115505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1115512.875000 Penalty: 2961.636230
	Iteration 27Q: 3 clusters Score -1115513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1115524.000000 Penalty: 2961.636230
	Iteration 28Q: 3 clusters Score -1115524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1115537.000000 Penalty: 2961.636230
	Iteration 29Q: 3 clusters Score -1115537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1115544.750000 Penalty: 2961.636230
	Iteration 30Q: 3 clusters Score -1115545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1115551.125000 Penalty: 2961.636230
	Iteration 31Q: 3 clusters Score -1115551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1115560.000000 Penalty: 2961.636230
	Iteration 32Q: 3 clusters Score -1115560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1115563.625000 Penalty: 2961.636230
	Iteration 33Q: 3 clusters Score -1115564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1115564.500000 Penalty: 2961.636230
	Iteration 34Q: 3 clusters Score -1115564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1115564.500000 Penalty: 2961.636230
	Iteration 35F: 3 clusters Score -1115564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -766013.000000 Penalty: 1419.287598
	Iteration 0F: 2 clusters Score -766013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -761274.250000 Penalty: 2838.575195
	Iteration 0F: 3 clusters Score -761274.2 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -762610.875000 Penalty: 2838.575195
	Iteration 1F: 3 clusters Score -762610.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -762772.750000 Penalty: 2838.575195
	Iteration 2F: 3 clusters Score -762772.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -762882.000000 Penalty: 2838.575195
	Iteration 3Q: 3 clusters Score -762882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -762970.062500 Penalty: 2838.575195
	Iteration 4Q: 3 clusters Score -762970.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -763045.375000 Penalty: 2838.575195
	Iteration 5Q: 3 clusters Score -763045.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -763110.187500 Penalty: 2838.575195
	Iteration 6Q: 3 clusters Score -763110.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -763168.750000 Penalty: 2838.575195
	Iteration 7Q: 3 clusters Score -763168.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -763219.875000 Penalty: 2838.575195
	Iteration 8Q: 3 clusters Score -763219.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -763278.125000 Penalty: 2838.575195
	Iteration 9Q: 3 clusters Score -763278.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -763359.687500 Penalty: 2838.575195
	Iteration 10Q: 3 clusters Score -763359.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -763467.937500 Penalty: 2838.575195
	Iteration 11Q: 3 clusters Score -763467.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -763575.062500 Penalty: 2838.575195
	Iteration 12Q: 3 clusters Score -763575.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -763671.875000 Penalty: 2838.575195
	Iteration 13Q: 3 clusters Score -763671.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -763774.062500 Penalty: 2838.575195
	Iteration 14Q: 3 clusters Score -763774.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -763879.875000 Penalty: 2838.575195
	Iteration 15Q: 3 clusters Score -763879.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -763992.500000 Penalty: 2838.575195
	Iteration 16Q: 3 clusters Score -763992.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -764133.437500 Penalty: 2838.575195
	Iteration 17Q: 3 clusters Score -764133.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -764290.937500 Penalty: 2838.575195
	Iteration 18Q: 3 clusters Score -764290.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -764413.750000 Penalty: 2838.575195
	Iteration 19Q: 3 clusters Score -764413.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -764522.125000 Penalty: 2838.575195
	Iteration 20F: 3 clusters Score -764522.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -764591.687500 Penalty: 2838.575195
	Iteration 21Q: 3 clusters Score -764591.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -764628.562500 Penalty: 2838.575195
	Iteration 22Q: 3 clusters Score -764628.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -764655.625000 Penalty: 2838.575195
	Iteration 23Q: 3 clusters Score -764655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -764670.625000 Penalty: 2838.575195
	Iteration 24Q: 3 clusters Score -764670.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -764695.437500 Penalty: 2838.575195
	Iteration 25Q: 3 clusters Score -764695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -764708.812500 Penalty: 2838.575195
	Iteration 26Q: 3 clusters Score -764708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -764720.937500 Penalty: 2838.575195
	Iteration 27Q: 3 clusters Score -764720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -764737.812500 Penalty: 2838.575195
	Iteration 28Q: 3 clusters Score -764737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -764752.000000 Penalty: 2838.575195
	Iteration 29Q: 3 clusters Score -764752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -764763.687500 Penalty: 2838.575195
	Iteration 30Q: 3 clusters Score -764763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -764772.187500 Penalty: 2838.575195
	Iteration 31Q: 3 clusters Score -764772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -764779.500000 Penalty: 2838.575195
	Iteration 32Q: 3 clusters Score -764779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -764786.937500 Penalty: 2838.575195
	Iteration 33Q: 3 clusters Score -764786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -764791.500000 Penalty: 2838.575195
	Iteration 34Q: 3 clusters Score -764791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -764793.375000 Penalty: 2838.575195
	Iteration 35Q: 3 clusters Score -764793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -764797.062500 Penalty: 2838.575195
	Iteration 36Q: 3 clusters Score -764797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -764798.500000 Penalty: 2838.575195
	Iteration 37Q: 3 clusters Score -764798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -764803.000000 Penalty: 2838.575195
	Iteration 38Q: 3 clusters Score -764803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -764812.875000 Penalty: 2838.575195
	Iteration 39Q: 3 clusters Score -764812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -764817.125000 Penalty: 2838.575195
	Iteration 40F: 3 clusters Score -764817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -764822.812500 Penalty: 2838.575195
	Iteration 41Q: 3 clusters Score -764822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -764824.250000 Penalty: 2838.575195
	Iteration 42Q: 3 clusters Score -764824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -764827.625000 Penalty: 2838.575195
	Iteration 43Q: 3 clusters Score -764827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -764829.437500 Penalty: 2838.575195
	Iteration 44Q: 3 clusters Score -764829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -764831.375000 Penalty: 2838.575195
	Iteration 45Q: 3 clusters Score -764831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -764831.375000 Penalty: 2838.575195
	Iteration 46F: 3 clusters Score -764831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -156140.375000 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -156140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154470.218750 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -154470.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154802.671875 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -154802.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154888.375000 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -154888.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154936.125000 Penalty: 2345.191895
	Iteration 3Q: 3 clusters Score -154936.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -154971.656250 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -154971.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155002.578125 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -155002.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -155030.828125 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -155030.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -155047.343750 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -155047.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -155061.500000 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -155061.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -155075.390625 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -155075.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155083.828125 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -155083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155091.062500 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -155091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -155094.156250 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -155094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155096.578125 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -155096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155100.078125 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -155100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -155103.828125 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -155103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -155109.203125 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -155109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -155114.703125 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -155114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -155123.187500 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -155123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155127.406250 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -155127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -155130.375000 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -155130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155134.671875 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -155134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -155137.390625 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -155137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -155137.812500 Penalty: 2345.191895
	Iteration 23Q: 3 clusters Score -155137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -155137.812500 Penalty: 2345.191895
	Iteration 24F: 3 clusters Score -155137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Entering Unmasked Estep 
Score: -1432923.750000 Penalty: 1529.538696
	Iteration 0F: 2 clusters Score -1432924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1424358.750000 Penalty: 3059.077393
	Iteration 0F: 3 clusters Score -1424359 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1427202.875000 Penalty: 3059.077393
	Iteration 1F: 3 clusters Score -1427203 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1427587.125000 Penalty: 3059.077393
	Iteration 2F: 3 clusters Score -1427587 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1427980.375000 Penalty: 3059.077393
	Iteration 3F: 3 clusters Score -1427980 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1428423.625000 Penalty: 3059.077393
	Iteration 4F: 3 clusters Score -1428424 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1428968.875000 Penalty: 3059.077393
	Iteration 5F: 3 clusters Score -1428969 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1429580.125000 Penalty: 3059.077393
	Iteration 6F: 3 clusters Score -1429580 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1430195.125000 Penalty: 3059.077393
	Iteration 7F: 3 clusters Score -1430195 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1430722.625000 Penalty: 3059.077393
	Iteration 8Q: 3 clusters Score -1430723 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1431088.000000 Penalty: 3059.077393
	Iteration 9Q: 3 clusters Score -1431088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1431314.000000 Penalty: 3059.077393
	Iteration 10Q: 3 clusters Score -1431314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1431446.500000 Penalty: 3059.077393
	Iteration 11Q: 3 clusters Score -1431446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1431501.875000 Penalty: 3059.077393
	Iteration 12Q: 3 clusters Score -1431502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1431529.250000 Penalty: 3059.077393
	Iteration 13Q: 3 clusters Score -1431529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1431540.000000 Penalty: 3059.077393
	Iteration 14Q: 3 clusters Score -1431540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1431552.250000 Penalty: 3059.077393
	Iteration 15Q: 3 clusters Score -1431552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1431561.875000 Penalty: 3059.077393
	Iteration 16Q: 3 clusters Score -1431562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1431576.625000 Penalty: 3059.077393
	Iteration 17Q: 3 clusters Score -1431577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1431592.000000 Penalty: 3059.077393
	Iteration 18Q: 3 clusters Score -1431592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1431600.250000 Penalty: 3059.077393
	Iteration 19Q: 3 clusters Score -1431600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1431600.875000 Penalty: 3059.077393
	Iteration 20F: 3 clusters Score -1431601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1431603.000000 Penalty: 3059.077393
	Iteration 21Q: 3 clusters Score -1431603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1431603.000000 Penalty: 3059.077393
	Iteration 22F: 3 clusters Score -1431603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -43754.339844 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -43754.34 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 157 members 
Entering Unmasked Estep 
Score: -42829.804688 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -42829.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42928.957031 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -42928.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42956.894531 Penalty: 1861.225464
	Iteration 2Q: 3 clusters Score -42956.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42965.222656 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -42965.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42973.855469 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -42973.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42973.855469 Penalty: 1861.225464
	Iteration 5F: 3 clusters Score -42973.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Entering Unmasked Estep 
Score: -2511136.750000 Penalty: 1615.635376
	Iteration 0F: 2 clusters Score -2511137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2496980.500000 Penalty: 3231.270752
	Iteration 0F: 3 clusters Score -2496980 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2502197.000000 Penalty: 3231.270752
	Iteration 1F: 3 clusters Score -2502197 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2502806.750000 Penalty: 3231.270752
	Iteration 2F: 3 clusters Score -2502807 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2503583.000000 Penalty: 3231.270752
	Iteration 3F: 3 clusters Score -2503583 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2504345.750000 Penalty: 3231.270752
	Iteration 4F: 3 clusters Score -2504346 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2505028.000000 Penalty: 3231.270752
	Iteration 5F: 3 clusters Score -2505028 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2505577.500000 Penalty: 3231.270752
	Iteration 6F: 3 clusters Score -2505578 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2506067.250000 Penalty: 3231.270752
	Iteration 7Q: 3 clusters Score -2506067 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2506521.250000 Penalty: 3231.270752
	Iteration 8Q: 3 clusters Score -2506521 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2506948.750000 Penalty: 3231.270752
	Iteration 9Q: 3 clusters Score -2506949 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2507319.250000 Penalty: 3231.270752
	Iteration 10Q: 3 clusters Score -2507319 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2507617.000000 Penalty: 3231.270752
	Iteration 11Q: 3 clusters Score -2507617 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2507867.250000 Penalty: 3231.270752
	Iteration 12Q: 3 clusters Score -2507867 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2508034.000000 Penalty: 3231.270752
	Iteration 13Q: 3 clusters Score -2508034 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2508152.000000 Penalty: 3231.270752
	Iteration 14Q: 3 clusters Score -2508152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2508232.750000 Penalty: 3231.270752
	Iteration 15Q: 3 clusters Score -2508233 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2508322.750000 Penalty: 3231.270752
	Iteration 16Q: 3 clusters Score -2508323 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2508405.250000 Penalty: 3231.270752
	Iteration 17Q: 3 clusters Score -2508405 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2508485.000000 Penalty: 3231.270752
	Iteration 18Q: 3 clusters Score -2508485 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2508534.750000 Penalty: 3231.270752
	Iteration 19Q: 3 clusters Score -2508535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2508590.000000 Penalty: 3231.270752
	Iteration 20F: 3 clusters Score -2508590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2508625.500000 Penalty: 3231.270752
	Iteration 21Q: 3 clusters Score -2508626 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2508687.000000 Penalty: 3231.270752
	Iteration 22Q: 3 clusters Score -2508687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2508735.250000 Penalty: 3231.270752
	Iteration 23Q: 3 clusters Score -2508735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2508793.500000 Penalty: 3231.270752
	Iteration 24Q: 3 clusters Score -2508794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2508858.000000 Penalty: 3231.270752
	Iteration 25Q: 3 clusters Score -2508858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2508924.000000 Penalty: 3231.270752
	Iteration 26Q: 3 clusters Score -2508924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2508988.500000 Penalty: 3231.270752
	Iteration 27Q: 3 clusters Score -2508988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2509053.000000 Penalty: 3231.270752
	Iteration 28Q: 3 clusters Score -2509053 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2509110.750000 Penalty: 3231.270752
	Iteration 29Q: 3 clusters Score -2509111 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2509175.750000 Penalty: 3231.270752
	Iteration 30Q: 3 clusters Score -2509176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2509228.250000 Penalty: 3231.270752
	Iteration 31Q: 3 clusters Score -2509228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2509281.750000 Penalty: 3231.270752
	Iteration 32Q: 3 clusters Score -2509282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2509330.250000 Penalty: 3231.270752
	Iteration 33Q: 3 clusters Score -2509330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2509369.750000 Penalty: 3231.270752
	Iteration 34Q: 3 clusters Score -2509370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2509414.000000 Penalty: 3231.270752
	Iteration 35Q: 3 clusters Score -2509414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2509447.500000 Penalty: 3231.270752
	Iteration 36Q: 3 clusters Score -2509448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2509500.000000 Penalty: 3231.270752
	Iteration 37Q: 3 clusters Score -2509500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2509528.250000 Penalty: 3231.270752
	Iteration 38Q: 3 clusters Score -2509528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2509556.250000 Penalty: 3231.270752
	Iteration 39Q: 3 clusters Score -2509556 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2509578.000000 Penalty: 3231.270752
	Iteration 40F: 3 clusters Score -2509578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2509601.750000 Penalty: 3231.270752
	Iteration 41Q: 3 clusters Score -2509602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2509624.750000 Penalty: 3231.270752
	Iteration 42Q: 3 clusters Score -2509625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2509656.250000 Penalty: 3231.270752
	Iteration 43Q: 3 clusters Score -2509656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2509688.250000 Penalty: 3231.270752
	Iteration 44Q: 3 clusters Score -2509688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2509723.500000 Penalty: 3231.270752
	Iteration 45Q: 3 clusters Score -2509724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2509752.500000 Penalty: 3231.270752
	Iteration 46Q: 3 clusters Score -2509752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2509767.750000 Penalty: 3231.270752
	Iteration 47Q: 3 clusters Score -2509768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2509781.500000 Penalty: 3231.270752
	Iteration 48Q: 3 clusters Score -2509782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2509789.500000 Penalty: 3231.270752
	Iteration 49Q: 3 clusters Score -2509790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2509796.000000 Penalty: 3231.270752
	Iteration 50Q: 3 clusters Score -2509796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2509805.250000 Penalty: 3231.270752
	Iteration 51Q: 3 clusters Score -2509805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2509806.250000 Penalty: 3231.270752
	Iteration 52Q: 3 clusters Score -2509806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2509812.750000 Penalty: 3231.270752
	Iteration 53Q: 3 clusters Score -2509813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2509824.000000 Penalty: 3231.270752
	Iteration 54Q: 3 clusters Score -2509824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2509825.750000 Penalty: 3231.270752
	Iteration 55Q: 3 clusters Score -2509826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2509828.250000 Penalty: 3231.270752
	Iteration 56Q: 3 clusters Score -2509828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2509836.750000 Penalty: 3231.270752
	Iteration 57Q: 3 clusters Score -2509837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2509844.000000 Penalty: 3231.270752
	Iteration 58Q: 3 clusters Score -2509844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2509849.000000 Penalty: 3231.270752
	Iteration 59Q: 3 clusters Score -2509849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2509845.750000 Penalty: 3231.270752
	Iteration 60F: 3 clusters Score -2509846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2509851.000000 Penalty: 3231.270752
	Iteration 61Q: 3 clusters Score -2509851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2509850.750000 Penalty: 3231.270752
	Iteration 62Q: 3 clusters Score -2509851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2509858.000000 Penalty: 3231.270752
	Iteration 63Q: 3 clusters Score -2509858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2509868.000000 Penalty: 3231.270752
	Iteration 64Q: 3 clusters Score -2509868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2509873.000000 Penalty: 3231.270752
	Iteration 65Q: 3 clusters Score -2509873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2509877.500000 Penalty: 3231.270752
	Iteration 66Q: 3 clusters Score -2509878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2509881.000000 Penalty: 3231.270752
	Iteration 67Q: 3 clusters Score -2509881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2509883.250000 Penalty: 3231.270752
	Iteration 68Q: 3 clusters Score -2509883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2509887.750000 Penalty: 3231.270752
	Iteration 69Q: 3 clusters Score -2509888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2509889.500000 Penalty: 3231.270752
	Iteration 70Q: 3 clusters Score -2509890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2509897.250000 Penalty: 3231.270752
	Iteration 71Q: 3 clusters Score -2509897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2509902.000000 Penalty: 3231.270752
	Iteration 72Q: 3 clusters Score -2509902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2509905.250000 Penalty: 3231.270752
	Iteration 73Q: 3 clusters Score -2509905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2509911.500000 Penalty: 3231.270752
	Iteration 74Q: 3 clusters Score -2509912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2509913.250000 Penalty: 3231.270752
	Iteration 75Q: 3 clusters Score -2509913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2509920.250000 Penalty: 3231.270752
	Iteration 76Q: 3 clusters Score -2509920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2509921.250000 Penalty: 3231.270752
	Iteration 77Q: 3 clusters Score -2509921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2509926.000000 Penalty: 3231.270752
	Iteration 78Q: 3 clusters Score -2509926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2509931.250000 Penalty: 3231.270752
	Iteration 79Q: 3 clusters Score -2509931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2509943.750000 Penalty: 3231.270752
	Iteration 80F: 3 clusters Score -2509944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2509942.000000 Penalty: 3231.270752
	Iteration 81Q: 3 clusters Score -2509942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2509952.750000 Penalty: 3231.270752
	Iteration 82Q: 3 clusters Score -2509953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2509961.750000 Penalty: 3231.270752
	Iteration 83Q: 3 clusters Score -2509962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2509963.250000 Penalty: 3231.270752
	Iteration 84Q: 3 clusters Score -2509963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2509967.250000 Penalty: 3231.270752
	Iteration 85Q: 3 clusters Score -2509967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2509968.750000 Penalty: 3231.270752
	Iteration 86Q: 3 clusters Score -2509969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2509972.750000 Penalty: 3231.270752
	Iteration 87Q: 3 clusters Score -2509973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2509974.250000 Penalty: 3231.270752
	Iteration 88Q: 3 clusters Score -2509974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2509975.750000 Penalty: 3231.270752
	Iteration 89Q: 3 clusters Score -2509976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2509975.750000 Penalty: 3231.270752
	Iteration 90F: 3 clusters Score -2509976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -1032685.500000 Penalty: 1468.618408
	Iteration 0F: 2 clusters Score -1032686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1026535.875000 Penalty: 2937.236816
	Iteration 0F: 3 clusters Score -1026536 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1028368.312500 Penalty: 2937.236816
	Iteration 1F: 3 clusters Score -1028368 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1028528.750000 Penalty: 2937.236816
	Iteration 2F: 3 clusters Score -1028529 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1028653.500000 Penalty: 2937.236816
	Iteration 3Q: 3 clusters Score -1028654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1028751.937500 Penalty: 2937.236816
	Iteration 4Q: 3 clusters Score -1028752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1028831.000000 Penalty: 2937.236816
	Iteration 5Q: 3 clusters Score -1028831 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1028902.562500 Penalty: 2937.236816
	Iteration 6Q: 3 clusters Score -1028903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1028975.312500 Penalty: 2937.236816
	Iteration 7Q: 3 clusters Score -1028975 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1029037.500000 Penalty: 2937.236816
	Iteration 8Q: 3 clusters Score -1029038 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1029105.812500 Penalty: 2937.236816
	Iteration 9Q: 3 clusters Score -1029106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1029185.312500 Penalty: 2937.236816
	Iteration 10Q: 3 clusters Score -1029185 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1029289.562500 Penalty: 2937.236816
	Iteration 11Q: 3 clusters Score -1029290 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1029426.000000 Penalty: 2937.236816
	Iteration 12Q: 3 clusters Score -1029426 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1029639.375000 Penalty: 2937.236816
	Iteration 13Q: 3 clusters Score -1029639 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1029904.812500 Penalty: 2937.236816
	Iteration 14Q: 3 clusters Score -1029905 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1030165.000000 Penalty: 2937.236816
	Iteration 15Q: 3 clusters Score -1030165 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1030445.250000 Penalty: 2937.236816
	Iteration 16Q: 3 clusters Score -1030445 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1030707.500000 Penalty: 2937.236816
	Iteration 17Q: 3 clusters Score -1030708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1030932.375000 Penalty: 2937.236816
	Iteration 18Q: 3 clusters Score -1030932 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1031083.875000 Penalty: 2937.236816
	Iteration 19Q: 3 clusters Score -1031084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1031210.187500 Penalty: 2937.236816
	Iteration 20F: 3 clusters Score -1031210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1031279.500000 Penalty: 2937.236816
	Iteration 21Q: 3 clusters Score -1031280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1031315.125000 Penalty: 2937.236816
	Iteration 22Q: 3 clusters Score -1031315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1031349.000000 Penalty: 2937.236816
	Iteration 23Q: 3 clusters Score -1031349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1031371.875000 Penalty: 2937.236816
	Iteration 24Q: 3 clusters Score -1031372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1031397.750000 Penalty: 2937.236816
	Iteration 25Q: 3 clusters Score -1031398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1031415.062500 Penalty: 2937.236816
	Iteration 26Q: 3 clusters Score -1031415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1031424.187500 Penalty: 2937.236816
	Iteration 27Q: 3 clusters Score -1031424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1031424.437500 Penalty: 2937.236816
	Iteration 28Q: 3 clusters Score -1031424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1031424.437500 Penalty: 2937.236816
	Iteration 29F: 3 clusters Score -1031424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (141194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141194 members 
Entering Unmasked Estep 
Score: -17110816.000000 Penalty: 1926.907104
	Iteration 0F: 2 clusters Score -1.711082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -17021758.000000 Penalty: 3853.814209
	Iteration 0F: 3 clusters Score -1.702176e+07 nChanged 67865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -17062348.000000 Penalty: 3853.814209
	Iteration 1F: 3 clusters Score -1.706235e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -17064192.000000 Penalty: 3853.814209
	Iteration 2Q: 3 clusters Score -1.706419e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -17066580.000000 Penalty: 3853.814209
	Iteration 3Q: 3 clusters Score -1.706658e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -17069520.000000 Penalty: 3853.814209
	Iteration 4Q: 3 clusters Score -1.706952e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -17072564.000000 Penalty: 3853.814209
	Iteration 5F: 3 clusters Score -1.707256e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -17075566.000000 Penalty: 3853.814209
	Iteration 6F: 3 clusters Score -1.707557e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -17078754.000000 Penalty: 3853.814209
	Iteration 7Q: 3 clusters Score -1.707875e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -17081594.000000 Penalty: 3853.814209
	Iteration 8Q: 3 clusters Score -1.708159e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -17085284.000000 Penalty: 3853.814209
	Iteration 9Q: 3 clusters Score -1.708528e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -17089652.000000 Penalty: 3853.814209
	Iteration 10Q: 3 clusters Score -1.708965e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -17093908.000000 Penalty: 3853.814209
	Iteration 11Q: 3 clusters Score -1.709391e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -17096840.000000 Penalty: 3853.814209
	Iteration 12Q: 3 clusters Score -1.709684e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -17098574.000000 Penalty: 3853.814209
	Iteration 13Q: 3 clusters Score -1.709857e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 122873 members 
Entering Unmasked Estep 
Score: -17099732.000000 Penalty: 3853.814209
	Iteration 14Q: 3 clusters Score -1.709973e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -17100604.000000 Penalty: 3853.814209
	Iteration 15Q: 3 clusters Score -1.71006e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -17101300.000000 Penalty: 3853.814209
	Iteration 16Q: 3 clusters Score -1.71013e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
Score: -17102150.000000 Penalty: 3853.814209
	Iteration 17Q: 3 clusters Score -1.710215e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -17102826.000000 Penalty: 3853.814209
	Iteration 18Q: 3 clusters Score -1.710283e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 131195 members 
Entering Unmasked Estep 
Score: -17103514.000000 Penalty: 3853.814209
	Iteration 19Q: 3 clusters Score -1.710351e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -17104070.000000 Penalty: 3853.814209
	Iteration 20F: 3 clusters Score -1.710407e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 133498 members 
Entering Unmasked Estep 
Score: -17104542.000000 Penalty: 3853.814209
	Iteration 21Q: 3 clusters Score -1.710454e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -17105000.000000 Penalty: 3853.814209
	Iteration 22Q: 3 clusters Score -1.7105e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 135253 members 
Entering Unmasked Estep 
Score: -17105492.000000 Penalty: 3853.814209
	Iteration 23Q: 3 clusters Score -1.710549e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -17105932.000000 Penalty: 3853.814209
	Iteration 24Q: 3 clusters Score -1.710593e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 136616 members 
Entering Unmasked Estep 
Score: -17106334.000000 Penalty: 3853.814209
	Iteration 25Q: 3 clusters Score -1.710633e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -17106738.000000 Penalty: 3853.814209
	Iteration 26Q: 3 clusters Score -1.710674e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -17106972.000000 Penalty: 3853.814209
	Iteration 27Q: 3 clusters Score -1.710697e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 138120 members 
Entering Unmasked Estep 
Score: -17107198.000000 Penalty: 3853.814209
	Iteration 28Q: 3 clusters Score -1.71072e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -17107440.000000 Penalty: 3853.814209
	Iteration 29Q: 3 clusters Score -1.710744e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 138776 members 
Entering Unmasked Estep 
Score: -17107686.000000 Penalty: 3853.814209
	Iteration 30Q: 3 clusters Score -1.710769e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -17107868.000000 Penalty: 3853.814209
	Iteration 31Q: 3 clusters Score -1.710787e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 139277 members 
Entering Unmasked Estep 
Score: -17108048.000000 Penalty: 3853.814209
	Iteration 32Q: 3 clusters Score -1.710805e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -17108204.000000 Penalty: 3853.814209
	Iteration 33Q: 3 clusters Score -1.71082e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -17108340.000000 Penalty: 3853.814209
	Iteration 34Q: 3 clusters Score -1.710834e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 139747 members 
Entering Unmasked Estep 
Score: -17108420.000000 Penalty: 3853.814209
	Iteration 35Q: 3 clusters Score -1.710842e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 139847 members 
Entering Unmasked Estep 
Score: -17108512.000000 Penalty: 3853.814209
	Iteration 36Q: 3 clusters Score -1.710851e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 139935 members 
Entering Unmasked Estep 
Score: -17108620.000000 Penalty: 3853.814209
	Iteration 37Q: 3 clusters Score -1.710862e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -17108666.000000 Penalty: 3853.814209
	Iteration 38Q: 3 clusters Score -1.710867e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 140084 members 
Entering Unmasked Estep 
Score: -17108702.000000 Penalty: 3853.814209
	Iteration 39Q: 3 clusters Score -1.71087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -17108720.000000 Penalty: 3853.814209
	Iteration 40F: 3 clusters Score -1.710872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 140208 members 
Entering Unmasked Estep 
Score: -17108792.000000 Penalty: 3853.814209
	Iteration 41Q: 3 clusters Score -1.710879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -17108804.000000 Penalty: 3853.814209
	Iteration 42Q: 3 clusters Score -1.71088e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 140314 members 
Entering Unmasked Estep 
Score: -17108840.000000 Penalty: 3853.814209
	Iteration 43Q: 3 clusters Score -1.710884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 140351 members 
Entering Unmasked Estep 
Score: -17108866.000000 Penalty: 3853.814209
	Iteration 44Q: 3 clusters Score -1.710887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -17108868.000000 Penalty: 3853.814209
	Iteration 45Q: 3 clusters Score -1.710887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -17108872.000000 Penalty: 3853.814209
	Iteration 46Q: 3 clusters Score -1.710887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -17108890.000000 Penalty: 3853.814209
	Iteration 47Q: 3 clusters Score -1.710889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -17108898.000000 Penalty: 3853.814209
	Iteration 48Q: 3 clusters Score -1.71089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -17108904.000000 Penalty: 3853.814209
	Iteration 49Q: 3 clusters Score -1.71089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 140505 members 
Entering Unmasked Estep 
Score: -17108928.000000 Penalty: 3853.814209
	Iteration 50Q: 3 clusters Score -1.710893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 140523 members 
Entering Unmasked Estep 
Score: -17108938.000000 Penalty: 3853.814209
	Iteration 51Q: 3 clusters Score -1.710894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -17108958.000000 Penalty: 3853.814209
	Iteration 52Q: 3 clusters Score -1.710896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -17108970.000000 Penalty: 3853.814209
	Iteration 53Q: 3 clusters Score -1.710897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -17108980.000000 Penalty: 3853.814209
	Iteration 54Q: 3 clusters Score -1.710898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -17108984.000000 Penalty: 3853.814209
	Iteration 55Q: 3 clusters Score -1.710898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -17108998.000000 Penalty: 3853.814209
	Iteration 56Q: 3 clusters Score -1.7109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -17109006.000000 Penalty: 3853.814209
	Iteration 57Q: 3 clusters Score -1.710901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -17109016.000000 Penalty: 3853.814209
	Iteration 58Q: 3 clusters Score -1.710902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -17109020.000000 Penalty: 3853.814209
	Iteration 59Q: 3 clusters Score -1.710902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -17109024.000000 Penalty: 3853.814209
	Iteration 60F: 3 clusters Score -1.710902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -17109020.000000 Penalty: 3853.814209
	Iteration 61Q: 3 clusters Score -1.710902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -17109020.000000 Penalty: 3853.814209
	Iteration 62F: 3 clusters Score -1.710902e+07 nChanged 0
--- Evaluating fit on full set of 738126 points ---
Entering Unmasked Estep 
Score: -88025112.000000 Penalty: 39522.218750
25->19 Clusters: Score -88025112.000000, best is -88360088.000000

Main iterations: 0 (time per=infms)
Total iterations: 33598 (time per=94.844338ms)
Iterations metric 2: 682126278656.000000 (time per=4.671540ns)
Iterations metric 3: 16371262947328.000000 (time per=194.644731ps)

That took 3186.580078 seconds.
